Curriculum Vitae – Andrea Cereatti, PhD

I possess 15+ years of experience in developing engineering methods to improve the insights

on the function of the human locomotor system and to offer innovative technological

solutions to help people increase their physical performance and sense of autonomy. I have

been working with wearable technology for over ten years and I am passionate about staying

at the helm of engineering, technology and healthcare.

Major achievements over the past 10 years • National Scientific Habilitation for the role of Full and Associate Professor and of Bioengineering;

• 120+ scientific publications including 50 scientific articles in international journals, 7 book chapters,

80+ refereed conference publications;

• 10+ invited presentation appointments at international meets and conferences;

• 10+ conferences and courses organization;

• Several awards for outstanding scientific contribution in the field of biomedical engineering;

• Reviewer for 20+ internationally acclaimed scientific journals;

• Served as Board of Directors of 3-D Analysis of Human Movement (technical group of the

International Society of Biomechanics) and of the Italian Society of Clinical Movement Analysis;

• Current Scientific Project Evaluator for the Italian Ministry of Education, University and Research.

Current position • Assistant Professor of Bioengineering at the University of Sassari (Italy);

Education • MSc Degree in Mechanical Engineering cum laude (ROMA TRE University, 2002);

• PhD in Bioengineering (University of Bologna, 2006).

Selected publications 1. A. Cereatti, U. Della Croce, A. Cappozzo. Reconstruction of skeletal movement using skin markers:

comparative assessment of bone pose estimators. Journal of Neuroengineering and Rehabilitation, 3:7,

2006.

2. P. Picerno, A. Cereatti, A. Cappozzo. Joint kinematics estimate using wearable inertial and magnetic

sensing modules. Gait and Posture, 28, (4): 588-595, 2008.

3. Kose, A. Cereatti, U. Della Croce. Bilateral step length estimation using a single inertial measurement unit

attached to the pelvis. Journal of Neuroengineering and Rehabilitation, 9:9, 2012.

4. D. Trojaniello, A. Cereatti, L. Avanzino, E. Pelosin, A. Mirelman, J.M. Hausdorff, U. Della Croce. Estimation

of step-by-step spatio-temporal parameters of normal and impaired gait using shank-mounted magneto-

inertial sensors: application to elderly, hemiparetic, parkinsonian and choreic gait. Journal of

NeuroEngineering and Rehabilitation, 11:152, 2014.

5. A. Cereatti, T. Bonci, M. Akbarshahi, et al. Standardization proposal of soft tissue artefact description for

data sharing in human motion measurements. Journal of Biomechanics, 6 (62): 5-13, 2017.

Web links

https://www.researchgate.net/profile/Andrea_Cereatti

https://scholar.google.it/citations?user=HVk_5J4AAAAJ&hl=en&oi=ao Scopus: h-index = 19; documents =66; citations = 1041

Curriculum Vitae – Andrea Cereatti, PhD

Personal information Nationality: Italian

Email: acereatti@uniss.it

Education 2002 MSc in Mechanical Engineering, ROMA TRE University. Title of the thesis: “Comparative analysis of

functional methods for hip joint centre determination”. Grade: 110/110 cum laude.

2006 PhD in Bioengineering, University of Bologna. Title of the thesis: “Towards a new generation of gait

analysis protocols”.

Current position Since 2008, Assistant Professor at the Department of Biomedical Sciences, University of Sassari.

Previous positions 2004 - 2005 Research assistant at the Department of Kinesiology, Laboratory of Biomechanics,

Pennsylvania State University, State College, PA, USA, under the supervision of Professor Steve Piazza and

Professor John Challis. Title of the research: “Non-invasive method for locating the functional joint axes of

the human ankle complex”.

2006 - 2008 Research assistant at the Department of Human Movement and Sport Sciences, University

of Rome “Foro Italico”, title of the research: “Biomechanical models of the lower limb for the evaluation of

the bone pose estimators performances”.

2007 - 2010 Engineer and laboratory specialist for gait analysis at the Health Care and Rehabilitation

Centre “Santa Maria Bambina”, Italy.

2016 – 2018 Adjunct Professor of Bioengineering at the Department of Electronics and

Telecommunication of Politecnico di Torino (Italy).

Professional and external standing Scientific habilitation May 2017 National Scientific Habilitation in the scientific-disciplinary sector ING-INF/06 (Electronic

Bioengineering and Informatics) for both roles of Associate and Full Professor of Bioengineering granted by

the Italian Ministry of Education University and Research.

Invited lectures Sep. 2006 1st ESMAC and GCMAS congress, technical symposia, Amsterdam, Netherlands. Title of the

lecture: “Techniques for the anatomical frames definition: state of the art and future perspectives”.

Oct. 2006 6th SIAMOC congress, pre-congress symposia, Empoli, Italy. Title of the lecture:

“Comparative analysis of precision and accuracy of different gait protocols”.

May 2008 ESSKA-APOA meeting, Roma, Italy. Title of the lecture: “Knee kinematics after ACL

transection: preliminary results of an ex-vivo study”.

Curriculum Vitae – Andrea Cereatti, PhD

Oct. 2009 10th SIAMOC congress, pre-congress symposia, Alghero, Italy. Title of the lecture: “Wearable

sensors for human movement analysis”.

Oct. 2012 4th SIGASCOT national congress, Sport symposium, Napoli, Italy. Title of the lecture: “Knee

luxation in sports: biomechanical aspects”.

Nov. 2012 Opening ceremony for the 451th academic year 2012-2013 of the University of Sassari,

Sassari, Italy. Plenary lecture, title of the lecture: “Wearable sensors and biomechanical models applied to

the human movement analysis”.

Oct. 2014 1st Clinical Movement Analysis World Conference, Pre-conference symposia, Roma, Italy.

Title of the lecture: “Magneto-inertial sensors for Gait analysis: Operational principles”.

Mar. 2015 2nd Annual IEEE International Symposium on Inertial Sensors and Systems, Hawaii, USA.

Plenary lecture, title of the lecture: “Accurately measuring human movement using magneto-inertial sensors:

techniques and challenges”.

May. 2015 60th SINC national congress, SINC-SIAMOC joined-meeting, Verona, Italy. Title of the lecture:

“The use of virtual reality for the implementation of a gait training multi-modal methodology”.

October. 2015 9th SIRAS national congress, Genova, Italy. Plenary lecture, title of the lecture: “New

applications in gait analysis”.

June. 2017 62nd SIRAS national congress, Ferrara, Italy. Title of the lecture: “From benchside to bedside:

the use of wearable sensors for the biomechanical and neurophysiological upper limb assessment”.

Oct. 2018 19th SIAMOC congress, pre-conference symposium, Firenze, Italy. Title of the lecture “Yin

and Yang of magneto-inertial technology for clinical movement analysis”.

Oct. 2018 "Giornata di Innovazione Tecnologica in Prevenzione", 3rd edition, Torino, Italy. Title of the

lecture: “From benchside to bedside: l’analisi strum entale del movimento per la diagnosi e la riabilitazione

motoria”.

Nov. 2018 16th edition of the Science Festival, Genova, Italy. Symposium "Fight ageing with physical

activity”, Title of the lecture “Technological solutions for human movement analysis”

Seminars and courses Mar. 2009 CONMED Italy, course on knee surgery, Frankfurt, Germany. Title of the lesson: “The point of

view of the biomechanist: when is a peripheral injury significant?”.

Dec. 2011 SIAMOC Challenge, 8th Clinical gait analysis course, Arezzo, Italy. Title of the lesson:

“Instrumented analysis using stereo-photogrammetry: joint kinematics”; “Reliability of the kinematic

estimates”; “Instrumented analysis: joint dynamics”.

Dec. 2012 SIAMOC Challenge, 9th Clinical gait analysis course, Firenze, Italy. Title of the lesson:

“Instrumented analysis using stereo-photogrammetry: joint kinematics”; “Reliability of the kinematic

estimates”; “Instrumented analysis: joint dynamics”.

Dec. 2013 SIAMOC Challenge, 10th Clinical gait analysis course, Genova, Italy. Title of the lesson:

“Instrumented analysis using stereo-photogrammetry: joint kinematics”; “Reliability of the kinematic

estimates”; “Instrumented analysis: joint dynamics”.

Feb. 2014 School of Sport Science, Exercise and Health, The University of Western Australia, Perth. Title

of the seminar: “From ankle to shoulder, from stereo-photogrammetry to inertial systems: a single outfit for

every season does not work in biomechanics”.

Curriculum Vitae – Andrea Cereatti, PhD

Apr. 2015 Department of Integrative Physiology, University of Colorado Boulder and Biomechanics

Division, Colorado School of Mines, Golden. Title of the seminar: “Accurately measuring human movements

using magneto-inertial technology”.

Feb. 2016 6th Rehabilitation and clinical neurophysiology course of the Italian Society of Clinical

Neurophysiology (SINC), Abano Terme, Italy. Title of the lesson: “Principles of kinematics and kinetics: the

opinion of the expert”.

Conferences and courses organization Oct. 2009 10th SIAMOC conference, Alghero, Italy.

Jun. 2012 3th national conference of the Italian Bioengineering Group, Roma, Italy.

Nov. 2012 1st international conference on NeuroRehabilitation, special session in “Movement analysis

techniques in rehabilitation”, Toledo, Spain.

Jun. 2014 20th ISEK congress, pre-congress symposium “Gait analysis with wearable inertial sensors:

stepping from research into clinics”, Roma, Italy.

Oct. 2014 First Clinical Movement Analysis World Conference, pre-conference symposium “Movement

analysis with inertial sensors”, Roma, Italy.

Aug. 2015 37th annual international conference of the IEEE Engineering in Medicine and Biology

Society, conference symposium “Movement analysis via wearable inertial sensors: state of the art and

perspectives”, Milano, Italy.

Apr. 2016 Director of the SIAMOC Challenge, 11th Clinical gait analysis course, Rome, Italy.

Oct. 2016 17th SIAMOC congress, pre-conference symposium “Clinical movement analysis by means of

magneto-inertial sensors”, Milano, Italy.

Oct. 2017 18th SIAMOC congress, pre-conference symposium “Home-based telerehabilitation for the

neuro-muscular training programs: tools, methods and applications”, Torino, Italy.

Dec. 2017 Director of the SIAMOC Challenge, 12th Clinical gait analysis course, San Giovanni Rotondo,

Italy.

Jun. 2018 6th congress of the Italian national group of Bioengineering, chair of the track “Neural and

rehabilitation engineering”, Milano, Italy.

Dec. 2018 Director of the SIAMOC Challenge, 13th Clinical gait analysis course, Teolo (PD), Italy.

Scientific awards Sep. 2007 Italian National Bioengineering PhD thesis award “Alberto Mazzoldi”.

Jun. 2012 Best poster award at the 72th congress of the Swiss Society of Orthopaedics and

Traumatology (SGOT-SSOT) for the study entitled: “Evaluation of a robotic apparatus for the analysis of

passive glenohumeral joint kinematics” (C. Rosso, A.M. Müller, A. Cereatti, V. Entezari, A.J. Ramappa, A.

Nazarian, U. Della Croce).

Oct. 2013 Best methodological paper award at the 14th National Congress SIAMOC, Pisa, Italy, for the

study entitled: “Accuracy, sensitivity and specificity of five different methods for the estimation of gait

temporal parameters using a single inertial sensor mounted on the lower trunk” (D. Trojaniello , A. Cereatti,

U. Della Croce).

Curriculum Vitae – Andrea Cereatti, PhD

Oct. 2014 Best methodological paper award at the 1st Clinical Movement Analysis World Conference,

Roma, Italy, for the study entitled: “Stride-by-stride gait spatio-temporal parameters estimate from shank-

worn IMU recordings: validation on parkinson, choreic, hemiparetic and healthy elderly subjects” (D.

Trojaniello, A. Cereatti, L. Avanzino, E. Pelosin, A. Mirelman, J.M. Hausdorff, U. Della Croce).

Oct. 2016 Best methodological paper award at the 17th National Congress SIAMOC, Milano, Italy, for

the study entitled: “In vivo Identification of the shoulder joint centre using magneto-inertial sensors” (M.

Crabolu, D. Pani, L. Raffo, M. Conti, P. Crivelli, A. Cereatti).

Oct. 2017 Best methodological paper award at the 18th National Congress SIAMOC, Torino, Italy, for the study entitled: “Estimation of spatio-temporal parameters of gait from magneto-inertial measurement units: multicenter validation among Parkinson, mildly cognitively impaired and healthy older adults” (M. Bertoli, A. Cereatti, D. Trojaniello, L. Avanzino, E. Pelosin, S. Del Din, L. Rochester, P. Ginis, E.M.J. Bekkers, A. Mirelman, J.M. Hausdorff, U. Della Croce).

Board membership and membership in professional associations 2014-2018 Elected member at large of the 3-D Analysis of Human Movement, Technical Group of the

International Society of Biomechanics (3DHMA).

2009-2013 Elected executive council member of the Italian Society of Clinical Movement Analysis.

2015-present Member of the “Interuniversity Centre of Bioengineering of the Human

Neuromusculoskeletal System”.

2018-present Founding member of the “National Association of the Italian National Bioengineering

Group”

2017-present Sardinian Regional Coordinator for the Italian Society of Clinical Gait Analysis.

2005-present Italian Society of Clinical Movement Analysis (SIAMOC), ordinary member.

2011-present International Society of Biomechanics (ISB), ordinary member.

2015-2016 Institute of Electrical and Electronics Engineers (IEEE), ordinary member.

Referee and editorial activity Journal reviewer for:

1. Journal of Biomechanics;

2. Computer Methods and Program in Biomedicine;

3. Journal of Applied Biomechanics;

4. Journal of Clinical Biomechanics;

5. Gait & Posture;

6. Journal of NeuroEngineering and Rehabilitation;

7. Medical & Biological Engineering & Computing;

8. Computer Methods in Biomechanics and Biomedical Engineering;

9. Journal of Biomechanical Engineering;

10. Journal of Engineering in Medicine;

11. Journal of translational engineering in health and medicine;

12. BMC Medical Informatics and Decision Making;

Curriculum Vitae – Andrea Cereatti, PhD

13. Transactions on Biomedical Engineering;

14. American Journal of Sport Medicine;

15. Transactions on Mobile Computing;

16. IEEE Journal of Biomedical and Health Informatics;

17. Expert review of medical devices;

18. Journal of Electromyography and Kinesiology;

19. Elsevier Academic press;

20. International Journal of Computer Assisted Radiology and Surgery;

21. Sensors;

22. Plos One.

Member of the Editorial Board of the following Journals:

1. International Journal of Orthopaedics;

2. Applied Bionics and Biomechanics;

3. Frontiers in Sports Science, Technology and Engineering.

Reviewer for the following Scientific Conferences:

1. European Society of Movement Analysis for Adults and Children;

2. 3-D Analysis of Human Movement;

3. Italian Society of Clinical Gait analysis;

4. IEEE Engineering in Medicine and Biology Society;

5. IEEE Sensors Applications Symposium;

6. Italian National Bioengineering Group;

7. IEEE RAS/EMBS International Conference on Biomedical Robotics and Biomechatronics;

8. Italian chapter of the European Society of Biomechanics (ESB-ITA).

Expert evaluator activity Project evaluator for the SIR (Scientific Independence of young Researchers) programme 2014 supported

by the Italian Ministry of Education, University and Research (MIUR).

Research Research interests My research focuses on the biomechanics of human movement and on the definition of methods, modelling

techniques and protocols that improved the insight into human motor function and allow for the clinical

assessment of individual’s motor capacity and performance. Inside the field of movement analysis, my

research can be divided into three main streams of interests that are linked with each other: a) Methods for

high resolution joint kinematics estimation; b) Wearable sensors for locomotor ability assessment; c)

Innovative approaches for neuro-muscular rehabilitation.

Research grants • 2002 Research Project FIRB. “Human movement analysis for diagnostic and rehabilitation

purposes: new image processing techniques based for a marker-less approach” (team member,

coordinator Prof. T. D'Alessio).

• 2004 Research project IUSM. “Evaluation of motor skills through the study of upper body

mechanics during locomotion” (team member, coordinator Prof. A. Cappozzo).

Curriculum Vitae – Andrea Cereatti, PhD

• 2004 Research Project PRIN. “Integration of morphological and mechanical information for

describing the function of human knee joint in-vivo” (team member, coordinator Prof. A. Cappello).

• 2007 Research Project PRIN. “Biomechanical models applied to data obtained from wearable

devices for the evaluation of individual motor performance and the comparative analysis of the motor

performance and functional capacity parameters for estimating the level of mobility” (team member,

coordinator Prof. U. Della Croce).

• 2009 Research Project Banco di Sardegna Foundation. “Arthrometer for the evaluation of knee

laxity and stiffness” (coordinator) (6 K€).

• 2010 Research Project Regione Sardegna, L.R. 7/2007 fundamental research. “A preliminary study

on the biomechanics of the locomotor apparatus in german shepherd dogs affected by degenerative

spinal stenosis” (unit coordinator) (20.5 K€).

• 2011 European Research Project FP7-HEALTH-2011 (2012-2015). “Virtual reality-Treadmill

combined Intervention for enhancing Mobility and reducing falls in the Elderly" (team member,

coordinator Prof. Hausdorff).

• 2011 Research Project supported by the University of Basel. “In vivo Shoulder Biomechanics in

Traumatic Shoulder Dislocations in an open-MRI Setup” (co- coordinator) (15 K€);

• 2012 Research Project PRIN (2013-2016). “Fall risk estimation and prevention in the elderly using

a quantitative multifactorial approach” (team member, coordinator Prof. A. Cappello).

• 2013 Research Project Fondazione Banco di Sardegna “A device for the evaluation of knee

rotational-laxity side-to-side difference: Accuracy and repeatability assessment” (coordinator) (14 K€).

• 2016 Regional Research Incentive Grant 2015 “ICT Monitoring From Frailty to Fitness in Diabetes:

a combined clinic and biomechanic approach towards new models of integrated care” (10 K€)

• 2017 Research project “Aiuti per Progetti di Ricerca e Sviluppo” (POR FESR Sardegna 2014 – 2020.

“KAOS: Kinematic tool for the analysis of the locomotor apparatus” (Research unit coordinator (55 K€).

• 2017 Research project “Azioni Cluster Top-Down” (POR FESR Sardegna 2014 – 2020. “Home-based

neuromuscular telerehabilitation for stroke patients by means of advanced electronic devices” (Unit

coordinator) (113.5 K€).

• 2018 European Research Project H2020-JTI-IMI2-2017-13-two-stage “MOBILISE-D” (Research unit

coordinator, coordinator Prof. Rochester) (391 K€).

Research students supervised PhD students in Bioengineering

• Alper Kose, “Assessment of daily life mobility levels using wearable inertial sensors and minimum measured input models”, 2008-2012;

• Agnese Peruzzi, “Training and assessment of patients with neurological impairments using virtual reality, augmented feedback, inertial sensing and low cost video technology”, 2009-2013;

• Manuela Calderone, “In vivo evaluation of the translational components of the gleno-humeral joint”, 2010-2014;

• Diana Trojaniello, “Assessment of temporal and spatial parameters in pathological gait using inertial measurement units”, 2011-2016;

• Valeria Serchi, “Gaze strategies during obstacle negotiation in presence of distractors: a virtual reality assessment on different populations”, 2012-2017;

• Michele Crabolu, “A smart system of wireless magneto-inertial sensors for tele-rehabilitation and functional evaluation”, 2015-present;

• Matilde Bertoli, “Gait analysis during complex activities using wearable devices”, 2015-present;

• Stefano Bertuletti, “Innovative methodologies for gait stability assessment”, 2015-present.

• Marco Caruso, “Development of advanced methods for kinematic estimate based on magneto-inetial sensing”, 2018-present.

• Ilaria Cocchi, “Depth sensing for clinical gait analysis”, 2018-present.

Curriculum Vitae – Andrea Cereatti, PhD

External examiner in PhD examinations • Vincent Richard, “Multi-body optimization method for the estimation of joint kinematics: prospects

of improvement”. University Claude Bernard Lyon 1, Doctoral program in Mechanical and Civil engineering, Specialization in Biomechanics, June 2016;

• Fabio Storm, “Gait monitoring: from the clinics to daily life”. University of Sheffield, Doctoral program in Mechanical engineering, October 2016;

• Andrea Ravaschio, “Wearable inertial sensors for the evaluation of the gait spatiotemporal parameters in patients with movement disorders and stroke: first step to the ecological assessment”. University of Genoa, Doctoral program in Motor Science, April 2017;

• Benedikt Fasel, “Drift reduction for inertial sensor based orientation and position estimation in the presence of high dynamic variability during competitive skiing and daily-life walking”. The École Polytechnique Fédérale de Lausanne, Doctoral program in Biomedical engineering, May 2017;

• Laura Pinna, “Assessment of motor function in Parkinson disease: study and development of algorithms and mobile solution”. Scuola Superiore Sant’Anna, Doctoral progam in Biorobotics, under examination.

• Patrick Locatelli, “Monitoring of Patients Affected by Central Nervous System Diseases by using Wearable Inertial Platforms”, Università degli Studi di Bergamo, SAFD PhD School, under examination.

Graduate and under graduate students • Simona Cao, BSc thesis in Physical Therapy, University of Sassari, “Rehabilitation process in after

stroke patients and instrumental evaluation: a case report”, 2011;

• Pietro Picerno, MSc thesis in Science in Preventive and Adapted Physical Activity, University of Rome “Foro Italico”, “Joint kinematics by means of magneto-inertial sensors”, 2012;

• Valentina Vargiu, BSc thesis in Physical Therapy, University of Sassari, “An innovative approach based on virtual reality and treadmill for the gait training on subjects with multiple sclerosis: a case study”, 2015;

• Luca Tagliente, BSc thesis in Physical Therapy, University of Sassari, “Lumbar radiculopathy: motor function evaluation through instrumented gait analysis”, 2015;

• Tiziana Malduca, BSc thesis in Physical Therapy, University of Sassari, “Cervical biomechanics and neck pain treatment”, 2017;

• Marco Caruso, MSc thesis in Biomedical Engineering, Politecnico di Torino “A comparative analysis of different sensor fusion algorithms for determining orientation by inertial and magnetic sensing: application to the estimate of the knee joint flexion-extension angle”, 2017;

• Martina Mori, MSc thesis in Biomedical Engineering, Politecnico di Torino “Procedure di certificazione dei dispositivi medici analizzando la Direttiva 93/42/CEE e il nuovo Regolamento (UE) 2017/745: redazione del fascicolo tecnico del sistema indossabile SWING per l'analisi del movimento”, 2018.

• Diletta Balta, MSc thesis in Biomedical Engineering, Politecnico di Torino “Depth sensing for clinical gait analysis in individuals with cerebral palsy”, ongoing.

Publications Patents 1. Title of the patent: “A device for the measurement of the knee rotation angles under different loads of a

specific patient”, Inventors: A. Cereatti, F. Margheritini, P.P Mariani, A. Cappozzo, Patent application n.

RM2011A000075, 2011.

2. Title of the patent: “A platform for the analysis of human motor activity”, Inventors: A. Cereatti, S.

Bertuletti, U. Della Croce, Michele Caldara, Patent filed 16/01/2017, 2017.

Curriculum Vitae – Andrea Cereatti, PhD

Refereed Full Papers 1. A. Cereatti, V. Camomilla, A. Cappozzo. Estimation of the centre of rotation: a methodological

contribution. Journal of Biomechanics, 37(3): 413-416, 2004.

2. V. Camomilla, A. Cereatti, G. Vannozzi, A. Cappozzo. An optimized protocol for hip joint centre

determination using the functional method. Journal of Biomechanics, 39(6): 1096-1106, 2006.

3. A. Cereatti, U. Della Croce, A. Cappozzo. Reconstruction of skeletal movement using skin markers:

comparative assessment of bone pose estimators. Journal of Neuroengineering and Rehabilitation, 3:7,

2006.

4. A. Cereatti, V. Camomilla, G. Vannozzi, A. Cappozzo. Propagation of the hip joint centre location error

to the estimate of femur vs pelvis orientation using a constrained or an unconstrained approach.

Journal of Biomechanics, 40 (6): 1228-1234, 2007.

5. G. Vannozzi, A. Cereatti, C. Mazzà, F. Benvenuti, U. Della Croce. Extraction of information on elder

motor ability from clinical and biomechanical data through data mining. Computer Methods and

Programs in Biomedicine, 88(1): 85-94, 2007.

6. P. Picerno, A. Cereatti, A. Cappozzo. Joint kinematics estimate using wearable inertial and magnetic

sensing modules. Gait and Posture, 28 (4): 588-595, 2008.

7. A. Cereatti, M. Donati, V. Camomilla, F. Margheritini, A. Cappozzo, Hip joint centre location: an ex vivo

study. Journal of Biomechanics, 42 (7): 818-823, 2009.

8. A. Cereatti, M. Donati, F. Margheritini, A. Cappozzo. Is the human acetabulofemoral joint a spherical

joint?. Bone and Joint Journal (Journal of Joint and Bone Surgery, Br), 92(2): 311-314, 2010.

9. P.Picerno, A. Cereatti, A. Cappozzo. A spot check for assessing static orientation consistency of inertial

and magnetic sensing units. Gait and Posture, 33 (3): 373-378, 2011.

10. E. Surer, A. Cereatti, U. Della Croce, E. Grosso. A markerless estimation of the ankle-foot complex 2D

kinematics during stance. Gait and Posture, 33(4): 532-537, 2011.

11. A. Peruzzi, U. Della Croce, A. Cereatti. Estimation of stride length in level walking using an inertial

measurement unit attached to the foot: A validation of the zero velocity assumption during stance.

Journal of Biomechanics, 44 (10): 1991-1994, 2011.

12. A. Kose, A. Cereatti, U. Della Croce. Bilateral step length estimation using a single inertial measurement

unit attached to the pelvis. Journal of Neuroengineering and Rehabilitation, 9:9, 2012.

13. V. Entezari, B.L. Trechsel, W.A. Dow, S.K. Stanton, C. Rosso, A.M. Müller, B. McKenzie, V. Vartanians, A.

Cereatti, U. Della Croce, A.J. Ramappa, J.P. Deangelis, A. Nazarian. Design and manufacture of a novel

system to simulate the biomechanics of basic and pitching shoulder motion using a cadaveric model.

Bone and Joint Research, 1(5): 78-85, 2012.

14. A.M Mueller, V. Entezari, C. Rosso, B. McKenzie, A. Hasebroock, A. Cereatti, U. Della Croce, J.P.

Deangelis, A. Nazarian, A.J. Ramappa. The effect of simulated scapular winging on glenohumeral joint

translations. Journal of Shoulder and Elbow Surgery 22 (7): 986-992, 2013.

15. V. Camomilla, A. Cereatti, L. Chezè, A. Cappozzo. A hip joint kinematics driven model for the generation

of realistic thigh soft tissue artefacts. Journal of Biomechanics, 46(3): 625-630, 2013.

16. Rosso, A.M. Mueller, V. Entezari, W.A. Dow, B. McKenzie, S.K. Stanton, D. Li, A. Cereatti, A.J. Ramappa,

J.P. Deangelis, A. Nazarian, U. Della Croce. Preliminary evaluation of a robotic apparatus for the analysis

of passive glenohumeral joint kinematics. Journal of Orthopaedic Surgery and Research, 8:24, 2013.

17. Peruzzi, A. Cereatti, A. Mirelman, U. Della Croce. Feasibility and acceptance of a virtual reality system

for gait training of individuals with multiple sclerosis. European International Journal of Science and

Technology 2 (6), 171-181, 2013.

18. L. Laudani, G. Vannozzi, Z. Sawacha, U. Della Croce, A. Cereatti, A. Macaluso. Association between

physical activity levels and physiological factors underlying mobility in young, middle-aged and older

individuals living in a city district. PLoS One 8(9): e74227, 2013.

Curriculum Vitae – Andrea Cereatti, PhD

19. E. Grimpampi, V. Camomilla, A. Cereatti, P. De Leva, A. Cappozzo. Metrics for describing soft-tissue

artefact and its effect on pose, size, and shape of marker clusters. IEEE Transactions on Biomedical

Engineering, 61(2): 362-367, 2014.

20. G. Paolini, A. Peruzzi, A. Mirelman, A. Cereatti, S. Gaukrodger, J.M. Hausdorff, U. Della Croce. Validation

of a method for real time foot position and orientation tracking with microsoft kinect technology for

use in virtual reality and treadmill based gait training programs. IEEE Transactions on Neural Systems

and Rehabilitation Engineering, 22(5): 997-1002, 2014.

21. M. Calderone, A. Cereatti, M. Conti, U. Della Croce. Comparative evaluation of scapular and humeral

coordinate systems based on biomedical images of the glenohumeral joint. Journal of Biomechanics,

47(3): 736–741, 2014.

22. Trojaniello, A. Cereatti, U. Della Croce. Accuracy, sensitivity and robustness of five different methods

for the estimation of gait temporal parameters using a single inertial sensor mounted on the lower

trunk. Gait and Posture, 40(4): 487-492, 2014.

23. M. Iosa, A. Cereatti, A. Merlo, I. Campanini, S. Paolucci, A. Cappozzo. Assessment of waveform

similarity in clinical gait data: the linear fit method. Biomedical Research International, 2014 (214156):

1-7, 2014.

24. Rosso, A.M. Mueller, B. McKenzie, V. Entezari, A. Cereatti, U. Della Croce, A.J. Ramappa, A. Nazarian,

J.P. Deangelis. Bulk effect of the deltoid muscle on the glenohumeral joint. Journal of Experimental

Orthopaedics, 1:14, 2014.

25. E. Beretta, E. De Momi, V. Camomilla, A. Cereatti, A. Cappozzo, G. Ferrigno. Hip joint centre position

estimation using a dual unscented Kalman filter for computer-assisted orthopaedic surgery.

Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine,

228(9): 971-982, 2014.

26. A. Cereatti, M. Calderone, D.M. Buckland, A. Buettner, U. Della Croce, C. Rosso. In vivo glenohumeral

translation under anterior loading in an open-mri setup. Journal of Biomechanics, 47 (15): 3771–3775,

2014.

27. A.M. Mueller, C. Rosso, V. Entezari, B. McKenzie, A. Hasebroock, A. Cereatti, U. Della Croce, A.

Nazarian, A.J. Ramappa, J.P. Deangelis. The effect of supraspinatus tears on glenohumeral translations

in passive pitching motion. The American Journal of Sports Medicine, 42 (10):2455-2462, 2014.

28. D. Trojaniello, A. Cereatti, L. Avanzino, E. Pelosin, A. Mirelman, J.M. Hausdorff, U. Della Croce.

Estimation of step-by-step spatio-temporal parameters of normal and impaired gait using shank-

mounted magneto-inertial sensors: application to elderly, hemiparetic, parkinsonian and choreic gait.

Journal of NeuroEngineering and Rehabilitation, 11:152: 1-12, 2014.

29. A. Cereatti, C. Rosso, A. Nazarian, JP. Deangelis, A.J. Ramappa, U. Della Croce. Scapular motion tracking

using an acromion skin marker-cluster: in vitro accuracy assessment. Journal of Medical and Biological

Engineering, 35 (1): 94-103, 2015.

30. A. Castelli, G. Paolini, A. Cereatti, U Della Croce. A 2D Markerless Gait Analysis Methodology: Validation

on Healthy Subjects. Computational and Mathematical Methods in Medicine, vol. 2015, 1-11,

doi:10.1155/2015/186780, 2015.

31. D. Trojaniello, A. Ravaschio, J. M. Hausdorff, A. Cereatti. Comparative assessment of different methods

for the estimation of gait temporal parameters using a single inertial sensor: application to elderly, post-

stroke, Parkinson's disease and Huntington's disease subjects. Gait & Posture, 42 (3), 310-6, 2015.

32. D. Solav, M.B. Rubin, A. Cereatti, V.Camomilla, A. Wolf. Bone pose estimation in the presence of soft

tissue artifact using triangular cosserat point elements. Annals of Biomedical Engineering, 1:10, 2015.

33. A. Peruzzi, A. Cereatti, A. Mirelman, Della Croce. Effects of a virtual reality and treadmill training on gait

of subjects with multiple sclerosis: a pilot study. Multiple Sclerosis and Related Disorders, 5: 91–96,

2016.

34. V. Serchi, A. Peruzzi, A. Cereatti, U. Della Croce. Use of a remote eye-tracker for the analysis of gaze during

treadmill walking and visual stimuli exposition. BioMed Research International, vol. 2016, 2016.

Curriculum Vitae – Andrea Cereatti, PhD

35. A. Mannini, D. Trojaniello, A. Cereatti, A.M. Sabatini. A Machine Learning Framework for Gait

Classification using Inertial Sensors: Application to Elderly, Post-stroke and Huntington’s Disease

Patients. Sensors, 16(1): 1:14, 2016.

36. M. Crabolu, D. Pani, L. Raffo, A. Cereatti. Estimation of the center of rotation using wearable magneto-

inertial sensors. Journal of Biomechanics 49, 3928–3933, 2016.

37. A. Peruzzi, R. Zarbo, A. Cereatti, U. Della Croce, A. Mirelman. An innovative training program based on

virtual reality and treadmill: effects on gait of persons with multiple sclerosis. Disability and

Rehabilitation, 39 (15), 1557-1563, 2017.

38. D. Solav, V. Camomilla, A. Cereatti, A. Barré, K. Aminian, A. Wolf. Bone Orientation and Position

Estimation Errors Using Cosserat Point Elements and Least Squares methods: Application to Gait. Journal

of Biomechanics, 6 (62): 110-116, 2017.

39. A. Cereatti, T. Bonci, M. Akbarshahi, K. Aminian, A. Barré, M. Begon, D.L. Benoit, C. Charbonnier, F. Dal

Maso, S. Fantozzi, C. Lin, T.W. Lu, M.G. Pandy, R. Stagni, A.J. van den Bogert, V. Camomilla.

Standardization proposal of soft tissue artefact description for data sharing in human motion

measurements. Journal of Biomechanics, 6 (62): 5-13, 2017.

40. M. Crabolu, D. Pani, L. Raffo, M. Conti, P. Crivelli, A. Cereatti. In vivo estimation of the shoulder joint

center of rotation using magneto-inertial sensors: MRI-based accuracy and repeatability assessment.

Biomed Eng Online, 16: 34, 2017.

41. S. Bertuletti, A. Cereatti, D. Comotti, M. Caldara, U. Della Croce. Static and Dynamic Accuracy of an

Innovative Miniaturized Wearable Platform for Short Range Distance Measurements for Human

Movement Applications. Sensors, 17 (7), 1492, 2017.

42. M.G Benedetti, E. Beghi, A. De Tanti, A. Cappozzo, N. Basaglia, A.G. Cutti, A. Cereatti, R. Stagni, F. Verdini,

M. Manca, S. Fantozzi, C. Mazzà, V. Camomilla, I. Campanini, A. Castagna, L. Cavazzuti, M. Del Maestro ,

U. Della Croce, M. Gasperi, T. Leo, P. Marchi, M. Petrarca, L. Piccinini, M. Rabuffetti, A. Ravaschio, Z.

Sawacha, F. Spolaor, L. Tesio, G. Vannozzi, I. Visintin, M. Ferrarin. SIAMOC position paper on gait analysis

in clinical practice: General requirements, methods and appropriateness. Results of an Italian consensus

conference. Gait Posture, 58:252-260, 2017.

43. V. Camomilla, A. Cereatti, A.G. Cutti, S. Fantozzi, R. Stagni, G. Vannozzi. Methodological factors affecting

joint moments estimation in clinical gait analysis: a systematic review. Biomed Eng Online. 18;16 (1):106,

2017.

44. M. Bertoli, A. Cereatti, D. Trojaniello, L. Avanzino, E. Pelosin, S. Del Din, L. Rochester, P. Ginis, E. Bekkers,

A. Mirelman, JM. Hausdorff, U. Della Croce. Estimation of spatio-temporal parameters of gait from

magneto-inertial measurement units: multicenter validation among Parkinson, mildly cognitively

impaired and healthy older adults. Biomed Eng Online, 9;17(1):58, 2018.

45. M. Crabolu, D. Pani, L. Raffo, M. Conti, A. Cereatti. Functional estimation of bony segment lengths using

magneto-inertial sensing: application to the humerus. PlosOne 13(9): e0203861, 2018.

46. E. Pantzar-Castilla, A. Cereatti, G. Figari, N. Valeri, G. Paolini, U. Della Croce, A. Magnuson, J. Riad. Knee

joint sagittal plane movement in cerebral palsy: a comparative study of 2-dimensional markerless video

and 3-dimensional gait analysis. Acta Orthopaedica 89 (6), 656-661, 2018.

47. D. Wells, J. Alderson, V. Camomilla, C. Donnelly, B. Elliott, A. Cereatti. Elbow joint kinematics during

cricket bowling using magneto-inertial sensors: a feasibility study. Journal of Sports Sciences. 37(5):515-

524, 2019.

48. S. Bertuletti, U. Della Croce, A. Cereatti. A wearable solution for accurate step detection based on the

direct measurement of the inter-foot distance. Journal of Biomechanics, 84, 274-277, 2019.

49. P. Solla, L. Cugusi, M. Bertoli, A. Cereatti, U. Della Croce, D. Pani, L. Fadda, A. Cannas, F. Marrosu, G.

Defazio, G. Mercuro. Sardinian Folk Dance for Individuals with Parkinson's Disease: A Randomized

Controlled Pilot Trial. In press in Journal of Alternative and Complementary Medicine, doi:

10.1089/acm.2018.0413, 2019.

Curriculum Vitae – Andrea Cereatti, PhD

50. I. Galperin, I. Hillel, S. Del Din, E. Bekkers, A. Nieuwboer,G. Abbruzzese, L. Avanzino, F. Nieuwhof, B. R.

Bloem, L. Rochester, U. Della Croce, A. Cereatti, N. Giladi, A. Mirelman, J. M.Hausdorff. Associations

between daily-living physical activity and laboratory-based assessmentsof motor severity in patients

with falls and Parkinson's disease. In press in Parkinsonism & Related Disorders

https://doi.org/10.1016/j.parkreldis.2019.01.022, 2019.

Book chapters 1. A. Cereatti, M. Ripani, F. Margheritini. Pathophysiology of Ligament Injuries, in Orthopaedic Sport

Medicine, F. Margheritini, R. Rossi eds, Springer, 39-46, 2010.

2. D. Trojaniello, A. Cereatti, U. Della Croce. Comparative Evaluation of Gait Event Detection Methods Based

on a Single IMU: Error Sensitivity Analysis to IMU Positioning, in Converging Clinical and Engineering

Research on Neurorehabilitation, Series volumes Biosystems and Biorobotics, Editors J.L. Pons, D.

Torricelli, M. Pajaro, Springer Berlin Heidelberg, 741-745, 2013.

3. A. Cappozzo, V. Camomilla, A. Cereatti, C. Mazzà, G. Vannozzi. Movement analysis, in Grieve's Modern

Musculoskeletal Physiotherapy, Elsevier, 137-143, 2015.

4. U. Della Croce, A. Peruzzi, A. Cereatti. Esempi di innovazione tecnologica: la valutazione e l'intervento

riabilitativo del cammino mediante l'uso di sensori a basso costo, in La Bioingegneria per il benessere e

l'invecchiamento attivo. Collana di Ingegneria Biomedica n. 35, Patron editore, 2016.

5. A. Cereatti, U. Della Croce, A.M. Sabatini. Three-dimensional Human Kinematics Estimation using

Magneto-Inertial Measurement Units, in Hand Book of Human Motion, Springer International

Publishing, Editors Bertram Müller and Sebastian I. Wolf, doi:10.1007/978-3-319-30808-1_162-1, 1-24,

2017.

6. U. Della Croce, M. Mancini, A. Cereatti. Gait Parameters Estimated Using Inertial Measurement Units,

in Hand Book of Human Motion, Springer International Publishing, Editors Bertram Müller and Sebastian

I. Wolf, doi:10.1007/978-3-319-30808-1_163-1), 1-21, 2017.

7. P. Picerno, P. Caliandro, C. Iacovelli, C. Simbolotti, M. Crabolu, D. Pani, G. Vannozzi, A. Cereatti. Assessing

Reach-to-Grasp Movements in the Stroke Unit: Validity of an Inertial Sensor-Based Approach, in

Converging Clinical and Engineering Research on Neurorehabilitation III, Series volumes Biosystems and

Biorobotics, Editors L. Masia, S. Micera, M. Akay, J.L. Pons, Springer, 21, 610-614, 2019.

Refereed conference publications on international journals 1. V. Camomilla, A. Cereatti, A. Cappozzo. A comparative analysis of methods for the functional

determination of the hip joint centre. SIAMOC annual conference, Gait and Posture, 16S: S182-S183,

2002.

2. V. Camomilla, M. Donati, A. Cereatti, A. Cappozzo. Towards more reliable estimates of the hip joint

centre location. SIAMOC annual conference, Gait and Posture, 20S: S9-S10, 2004.

3. P. Picerno, A. Cereatti, A. Cappozzo. Inertial and magnetic motion tracking: Anatomical calibration.

SIAMOC annual conference, Gait and Posture, 24S: S23-S24, 2006.

4. E. Aiello, A. Cereatti, P. Fadda, A. Fodde, U. Della Croce. Gait analysis for an orthosis project in a patient

with steinert mytonic dystrophy. SIAMOC annual conference, Gait and Posture, 24S: S44-S45, 2006.

5. P. Picerno, A. Cereatti, A. Cappozzo. 3D joint kinematics by means of wearable sensors. SIAMOC annual

conference, Gait and Posture, 28S :S2-S3, 2008.

6. Cereatti, F. Margheritini, P.P. Mariani, A. Cappozzo. Ex vivo measurement of the knee joint rotational

laxity. SIAMOC annual conference, Gait and Posture, 29S: e4–e5, 2009.

7. E. Aiello, A. Cereatti, P. Fadda, A. Fodde, F. Pisanu, U. Della Croce. Does passive Lokomat training have

an immediate impact on stroke patient’s symmetry and repeatability? A study on three patients.

SIAMOC annual conference, Gait and Posture, 29S: e18–e19, 2009.

8. M. Iosa, A. Cereatti, A. Cappozzo. A linear method for curve comparison in gait data. SIAMOC annual

conference, Gait and Posture, 30S: S53-S54, 2009.

Curriculum Vitae – Andrea Cereatti, PhD

9. E. Surer, A. Cereatti, U. Della Croce, E. Grosso. Evaluation of 2D joint kinematics during stance using

markerless shank and foot segmentation, modelling and tracking. SIAMOC annual conference, Gait and

Posture, 30S: S15-S16, 2009.

10. E. Surer, A. Cereatti, U. Della Croce, E. Grosso. Wearing socks does not affect markerless estimation of

ankle and foot kinematics. SIAMOC annual conference, Gait and Posture, 30S: S52, 2009.

11. Kose, L. Laudani, A. Cereatti, M. Donati, U. Della Croce Physical activity identification with a 6-

component inertial sensor. SIAMOC annual conference, Gait and Posture, 30S: S72, 2009.

12. P. Picerno, A. Cereatti, A. Cappozzo A spot check for estimating inertial and magnetic sensors errors.

SIAMOC annual conference, Gait and Posture, 30S1: S71, 2009.

13. E. Surer, P. Kasi, A. Cereatti, P. Bonato, U. Della Croce. 2-D gait analysis of children with cerebral palsy

using segmental markers and a markerless approach. SIAMOC annual conference, Gait and Posture,

33S1: S25-S26, 2011.

14. Kose, A. Cereatti, L. Laudani, U. Della Croce. Estimation of stride length in walking using a single inertial

measurement unit attached to the waist. SIAMOC annual conference, Gait and Posture, 33S1: S49-S50,

2011.

15. Peruzzi, A. Cereatti, U. Della Croce. Foot velocity profiles during stance phase in gait. SIAMOC annual

conference, Gait and Posture, 33S1: S23-S24, 2011.

16. Köse, A. Cereatti, U. Della Croce. Estimation of traversed distance in level walking using a single inertial

measurement unit attached to the waist. Conference proceeding of the 33th annual international

conference of the IEEE Engineering in Medicine and Biology Society, 2011: 1125-1128, 2011.

17. Cereatti, F. Margheritini, P.P. Mariani, A. Cappozzo. A device for the evaluation of knee rotational-laxity

side-to-side difference: Accuracy and repeatability assessment. SIAMOC annual conference, Gait and

Posture, 35S1: S35-S36, 2012.

18. Kose, A. Cereatti, U. Della Croce. Daily life activity classification using a single inertial measurement unit

attached to the waist. SIAMOC annual conference, Gait and Posture, 35S1: S21, 2012.

19. D. Trojaniello, S. Cao, A. Cereatti, U. Della Croce. Single IMU gait event detection methods: sensitivity

to IMU positioning. SIAMOC annual conference, Gait and Posture, 37S1: S24, 2013.

20. S. Gaukrodger, A. Peruzzi, G. Paolini, A. Cereatti, S. Cupit, J. Hausdorff, A. Mirelman, U. Della Croce. Gait

tracking for virtual reality clinical applications: A low cost solution. SIAMOC annual conference, Gait and

Posture 37S1: S31, 2013.

21. Peruzzi, A.Cereatti, E. Aiello, U. Della Croce, A. Mirelman. Gait parameters and lower limb joint

kinematics of multiple sclerosis subjects undergoing a gait training based on treadmill and virtual

reality. SIAMOC annual conference, Gait and Posture 37S1: S7-S8, 2013.

22. M. Calderone, A.Cereatti, C. Rosso, S. Costantino, M. Conti, U. Della Croce. Anatomical coordinate

systems for high-resolution scapula and humerus models. SIAMOC annual conference, Gait and Posture

37S1: S24-S25, 2013.

23. N.L. Tagliamonte, A. Peruzzi, D. Accoto, A. Cereatti, U. Della Croce, E. Guglielmelli. Assessment of lower

limbs kinematics during human–robot interaction using inertial measurement units. SIAMOC annual

conference, Gait and Posture, 40S: S24–S25, 2014.

24. D. Trojaniello, A. Cereatti, A. Ravaschio, M. Bandettini, U. Della Croce. Assessment of gait direction

changes during straight-ahead walking in healthy elderly and Huntington Disease patients using a shank

worn MIMU. Conference proceeding of the 36th annual international conference of the IEEE

Engineering in Medicine and Biology Society, 2014: 2508 - 2511, 2014.

25. V. Serchi, A. Peruzzi, A. Cereatti, U. Della Croce. Tracking gaze while walking on a treadmill: spatial

accuracy and limits of use of a stationary remote eye-tracker. Conference proceeding of the 36th

annual international conference of the IEEE Engineering in Medicine and Biology Society, 2014: 3727-

3730, 2014.

Curriculum Vitae – Andrea Cereatti, PhD

26. A. Cereatti, D. Trojaniello, U. Della Croce. Accurately measuring human movement using magneto-

inertial sensors: techniques and challenges. Conference proceeding of the 2nd IEEE International

Symposium on Inertial Sensors and Systems, 2015: 1 – 4, 2015.

27. A. Peruzzi, A. Cereatti, U. Della Croce. R. Zarbo, A. Mirelman. Treadmill-virtual reality combined training

program to improve gait in multiple sclerosis individuals. Conference proceeding of the International

conference on virtual rehabilitation, June 2015.

28. P. Tamburini, D. Trojaniello, M.C. Bisi, A. Cereatti, U. Della Croce, R. Stagni. Characterization of elderly,

stroke and chorea populations using gait variability and stability indexes. ESMAC annual conference,

Gait and Posture 42S1, S6, 2015.

29. D. Trojaniello, A. Cereatti, U. Della Croce. Foot clearance estimation during overground walking and

vertical obstacle passing using shank-mounted MIMUs in healthy and pathological subjects. Conference

proceeding of the 37th annual international conference of the IEEE Engineering in Medicine and Biology

Society, 2015: 5505 - 5508, 2015.

30. V. Serchi, A. Cereatti, M.E. Cinelli, U. Della Croce. Gaze strategies while negotiating obstacles in a virtual

environment with distractors. SIAMOC annual conference, Gait and Posture, 42S2: S3, 2015.

31. A. Peruzzi, A. Cereatti, R. Zarbo, A. Mirelman, U. Della Croce. Virtual reality-treadmill training to improve

gait in people with multiple sclerosis. SIAMOC annual conference, Gait and Posture, 42S2: S4, 2015.

32. A. Castelli, G. Paolini, A. Cereatti, Matilde Bertoli, Ugo Della Croce. Application of a markerless gait

analysis methodology in children with cerebral palsy: Preliminary results. SIAMOC annual conference,

Gait and Posture, 42S2: S4-S5, 2015.

33. D. Trojaniello, A. Cereatti, N. Valeri, A. Ravaschio, U. Della Croce. Foot clearance estimation during

overground walking and obstacle passing using shank-worn MIMU in healthy elderly and Parkinson's

disease subjects. SIAMOC annual conference, Gait and Posture, 42S2: S25, 2015.

34. S. Bertuletti, A. Cereatti, U. Della Croce, M. Caldara, M Galizzi. Indoor distance estimated from Bluetooth

Low Energy signal strength: Comparison of regression models. Conference proceeding of the 2016 IEEE

Sensors Applications Symposium, 1-5, 2016.

35. M. Crabolu, D. Pani, A. Cereatti. Evaluation of the accuracy in the determination of the center of rotation

by magneto-inertial sensors. Conference proceeding of the 2016 IEEE Sensors Applications Symposium,

1-5, 2016.

36. M. Bertoli, A. Cereatti, D. Trojaniello, U. Della Croce Identification of multiple U-turns using IMUs:

Comparative assessment of three methods, Gait and Posture, 49S1:S9, 2016.

37. M. Crabolu, D. Pani, L. Raffo, M. Conti, P. Crivelli, A. Cereatti. In vivo identification of the shoulder joint

centre of rotation using a magneto-inertial sensor, Gait and Posture, 49S1:S14, 2016.

38. S. Bertuletti, A. Cereatti, M. Caldara, U. Della Croce. A proximity sensor for the measurement of the inter-

foot distance in static and dynamic tasks, Gait and Posture, 49S1:S15, 2016.

39. A. Peruzzi, A. Cereatti, I.R. Zarbo, M. Biancu, R. Piredda, U. Della Croce, A. Mirelman. Intensive treadmill

training improves gait in moderately impaired multiple sclerosis individuals, Gait and Posture, 49S1:S25,

2016.

40. M. Bertoli, A. Cereatti, E. Pelosin, E. Bekkers, A. Mirelman, D. Trojaniello, U. Della Croce. Validating a

method for the estimate of gait spatio-temporal parameters with IMUs data on healthy and impaired

people from two clinical centers, Gait & Posture, Vol. 57, p7–8, 2017.

41. C. Iacovelli, S.F. Storti, C. Simbolotti, L. Padua, C. Conte, G. Vannozzi, A. Cereatti, P. Picerno, G. Menegaz,

P. Caliandro. Cortical representation of reaching and grasping movements in healthy subjects. Gait &

Posture, Vol. 57, p28, 2017.

42. S. Bertuletti, A. Cereatti, U. Della Croce. Development of a novel wearable system for real-time

measurement of the inter-foot distance during gait. Gait & Posture, Vol. 57, p6–7, 2017.

43. M. Crabolu, D. Pani, L. Raffo, A. Cereatti. Humerus length estimation using a magneto-inertial sensor.

Gait & Posture, Vol. 57, p20–21, 2017.

Curriculum Vitae – Andrea Cereatti, PhD

44. P. Picerno, P. Caliandro, C. Simbolotti, C. Iacovelli, M. Crabolu, D. Pani, G. Vannozzi, A. Cereatti.

Anatomical calibration of inertial and magnetic sensors for estimating upper limb kinematics. Gait &

Posture, Vol. 57, p28–29, 2017.

45. P. Picerno, P. Caliandro, C. Iacovelli, C. Simbolotti, M. Crabolu, D. Pani, G. Vannozzi, A. Cereatti. Assessing

Reach-to-Grasp Movements in the Stroke Unit: Validity of an Inertial Sensor-Based Approach.

International Conference on NeuroRehabilitation, Springer, 610-614, 2018.

46. T Bonci, A Cereatti, U Della Croce. An augmented reality based platform to measure gaze and gait.

SIAMOC annual conference, Gait & Posture 66, S6, 2018.

47. M. Caruso, T. Bonci, M. Knaflitz, U. Della Croce, A Cereatti. A comparative accuracy analysis of five sensor

fusion algorithms for orientation estimation using magnetic and inertial sensors. SIAMOC annual

conference, Gait & Posture 66, S9-S10, 2018.

48. M. Bertoli, A. Cereatti, U. Della Croce, M Mancini. The impact of turning and dual task on freezing of

gait in Parkinson's disease. SIAMOC annual conference, Gait & Posture 66, S3-S4, 2018.

Conference Abstracts 1. Cappozzo, A. Cereatti, V. Camomilla. Effect of hip joint centre mislocation on gait analysis results . 7th

Annual Congress of the European College of Sport Science, Atene, 09/2002.

2. V.Camomilla, M. Donati, A. Cereatti, A.Cappozzo. Towards more reliable estimates of the hip joint centre

rotation. 9th Annual Conference of the Gait and Clinical Movement Analysis Society, Lexington, Kentucky,

05/2004.

3. V.Camomilla, M. Donati, A. Cereatti, A.Cappozzo. Non invasive soft tissue artifact assessment”. MEDICON

2004, Ischia, Italy, 08/2004.

4. V. Camomilla, A. Cereatti, M. Donati, G. Vannozzi, A. Cappozzo. Critical issues and future developments

in human movement analysis. 14th International Conference on Mechanics in Medicine and Biology,

Bologna, Italy, 10/2004.

5. V. Camomilla, G. Vannozzi, A. Cereatti, A. Cappozzo. Improved regression modelling for hip joint centre

determination. 6th International Symposium Computer Science in Sport, Calgary, Canada, 06/2007.

6. Margheritini, A. Cereatti, M. Donati, G. Sanna, R. Rossi, A. Cappozzo, PP. Mariani. Tibiofemoral kinematics

in ACL-deficient knee. A cadaveric study. 55th Annual Meeting of the Orthopaedic Research Society, Las

Vegas, USA, 02/2009.

7. E. Surer, P. Kasi, A. Cereatti, P. Bonato, U. Della Croce. Measurement of knee flexion/extension using a

2-d markerless technique. 2nd National Congress of Bioengineering, Torino, Italy 07/2010.

8. Kose, A. Peruzzi, A. Cereatti, L. Laudani, U. Della Croce. Detection of heel strikes and toe-offs during gait

using a single inertial measurement unit attached to the waist. 2nd National Congress of Bioengineering,

Torino, Italy, 07/2010.

9. A.Köse, A. Cereatti, l. Laudani, U. Della Croce. Step length estimate in walking using a single inertial

measurement unit. 2nd International Congress on Ambulatory Monitoring of Physical Activity and

Movement, Glasgow, UK, 05/2011.

10. Köse, A. Cereatti, U. Della Croce. Bilateral step length estimation using a single inertial measurement

unit. 32th Congress of the International Society of Biomechanics, Bruxelles, Belgium, 07/ 2011.

11. E. Surer, P. Kasi, A. Cereatti, P. Bonato U. Della Croce. Hybrid markerless approach for 2D gait analysis:

application to gait of children with cerebral palsy. 32th Congress of the International Society of

Biomechanics, Bruxelles, Belgium, 07/2011.

12. V. Camomilla, A. Cereatti, M. Donati, A. Cappozzo. Functional estimate of the hip joint centre location: a

soft tissue deformation model for simulation studies. 32th Congress of the International Society of

Biomechanics, Bruxelles, Belgium, 07/2011.

13. E. Grimpampi, V. Camomilla, A. Cereatti, A. Cappozzo. Quantitative assessment of soft tissue artefact

propagation to the marker cluster level. 18th Congress of the Congress of the European Society of

Biomechanics, Lisbon, Portugal, 07/2012.

Curriculum Vitae – Andrea Cereatti, PhD

14. E. Surer, A. Cereatti, U. Della Croce, 2-D Lower Limb Joint Kinematics using a Hybrid Markerless Approach

applied to Video Camcorder Acquisitions, 3rd National Congress of Bioengineering, Roma, Italy, 06/2012.

15. M. Calderone, A. Cereatti, E. Merella, U. Della Croce. Anatomical landmarks position estimation in

incomplete 3D humerus models. 3rd National Congress of Bioengineering, Roma, Italy, 06/2012.

16. C, Rosso, A.M. Müller, B. McKenzie, V. Entezari, A. Cereatti, J.P. DeAngelis, U. Della Croce, A.J. Ramappa,

A. Nazarian. The Role of the Deltoid Muscle in Basic and Pitching Shoulder Motions using a Cadaveric

Model. 72th Annual Congress of the Swiss Society of Orthopaedic and Traumatology, Basel, Switzerland

06/2012.

17. C. Rosso, A.M. Müller, A. Cereatti, V. Entezari, AJ Ramappa, A Nazarian, U Della Croce. Evaluation of a

robotic apparatus for the analysis of passive glenohumeral joint kinematics. 72th Annual Congress of the

Swiss Society of Orthopaedic and Traumatology, Basel, Switzerland 06/2012.

18. C. Rosso, A.M. Müller, W.A. Dow, S.K. Stanton, D. Li, V. Entezari, A. Cereatti, U. Della Croce, P. Bonato,

J.P. DeAngelis, V. Valderrabano, A.J. Ramappa, A. Nazarian. Implementation and validation of a system

to simulate the biomechanics of basic and pitching shoulder motion using a cadaveric model. 72th Annual

Congress of the Swiss Society of Orthopaedic and Traumatology, Basel, Switzerland 06/2012.

19. Cereatti, C. Rosso, A. Nazarian, U. Della Croce. Accuracy assessment of scapular motion estimation using

acromion marker cluster. 12th International Symposium on 3D Analysis of Human Movement, Bologna,

Italy, 07/2012.

20. Surer, A. Cereatti, U. Della Croce. Assessment of Lower Limb Joint Kinematics using a 2-D Hybrid

Markerless Approach applied to a Video Camcorder Acquisition, 12th International Symposium on 3D

Analysis of Human Movement, Bologna, Italy, 07/2012.

21. Peruzzi, A. Cereatti, E. Aiello, U. Della Croce, A. Mirelman. A virtual reality-based treadmill training for

Multiple Sclerosis subjects: gait parameters and lower limb kinematics. 40th SIMFER Congress, Sorrento,

Italy, 10/2012.

22. D. Trojaniello , A. Cereatti, G. Paolini, A. Ravaschio U. Della Croce. Temporal gait parameters

determination from shank-worn mimu signals recorded during healthy and pathological gait. 24th

Congress of the International Society of Biomechanics, Natal, Brasil, 07/2013.

23. E. Grimpampi, V. Camomilla, A. Cereatti, A. Cappozzo. Considerations on marker soft tissue artefact

propagation to bone pose estimates. 24th Congress of the International Society of Biomechanics, Natal,

Brasil, 07/2013.

24. D. Trojaniello, A. Cereatti, U. Della Croce. Gait direction of progression changes using shank worn MIMUs.

Validation on healthy and TBI subjects. 4th National Congress of the National Group of Bioengineering,

Pavia, Italy, 06/2014.

25. V. Serchi, A. Peruzzi, A. Cereatti, U. Della Croce. Tracking gaze while walking on a treadmill: limits of use

of stationary remote eye-tracker. 4th National Congress of the National Group of Bioengineering, Pavia,

Italy, 06/2014.

26. D. Trojaniello, A. Cereatti, L. Mori, E. Pelosin, U. Della Croce. Stride-by-stride gait spatio-temporal

parameters estimation from shank-mounted magneto-inertial sensors Application to healthy and

hemiparetic gait. 13th International Symposium on 3D Analysis of Human Movement, Lausanne,

Switzerland, 07/2014.

27. Castelli, G. Paolini, A. Cereatti, U. Della Croce. Lower limb 2D kinematics using a single camera markerless

approach. 13th International Symposium on 3D Analysis of Human Movement, Lausanne, Switzerland,

07/2014.

28. D. Trojaniello, A. Cereatti, A. Bourke, K. Aminian, U. Della Croce. A wearable system for the measurement

of the inter-foot distance during gait. 20th IMEKO TC-4 International Symposium, Benevento, Italy,

09/2014.

29. D. Trojaniello, A. Cereatti, L. Mori, A. Ravaschio, U. Della Croce. Comparison of different methods for the

estimation of gait temporal parameters using a single inertial sensor mounted on the lower trunk:

Curriculum Vitae – Andrea Cereatti, PhD

application to elderly and hemiparetic subjects. 20th IMEKO TC-4 International Symposium, Benevento,

Italy, 09/2014.

30. V. Serchi, A. Peruzzi, A. Cereatti, U. Della Croce. Performance of a remote eye-tracker in measuring gaze

during walking. 20th IMEKO TC-4 International Symposium, Benevento, Italy, 09/2014.

31. Castelli, G. Paolini, A. Cereatti, U. Della Croce. 2D video-based human gait analysis: a novel markerless

approach. 20th IMEKO TC-4 International Symposium, Benevento, Italy, 09/2014.

32. V. Serchi, A. Peruzzi, A. Cereatti, U. Della Croce. Validation of a remote eye-tracker: application to gait

analysis. 1st Clinical Movement Analysis World Conference, Rome, Italy, 2014.

33. D. Trojaniello, A. Cereatti, E. Pelosin, A. Mirelman, L. Avanzino, J.M. Hausdorff, U. Della Croce. Stride-by-

stride gait spatio-temporal parameters estimate from shank-worn IMU recordings: validation on

parkinson, choreic, hemiparetic and healthy elderly subjects. 1st Clinical Movement Analysis World

Conference, Rome, Italy, 10/2014.

34. Castelli, G. Paolini, A. Cereatti, U. Della Croce. A novel method for 2D markerless gait analysis: preliminary

validation. 1st Clinical Movement Analysis World Conference, Rome, Italy, 10/2014.

35. Manca, M.P. Cabboi, E. Ortu, D. Dragone , A. Peruzzi, A. Cereatti , G. Mureddu, G. Bua, F. Deriu The cross-

training effect on muscle performance in patients with multiple sclerosis: a pilot study. 1st Clinical

Movement Analysis World Conference, Rome, Italy, 10/2014.

36. V. D'Angeli, A. Cereatti, A. Peruzzi, G. Paolini, A. Manca, F. Deriu, G. Bua, U. Della Croce. Kinematic and

kinetic analysis of the effects of a high intensity cross-training on gait in patients with multiple sclerosis.

1st Clinical Movement Analysis World Conference, Rome, Italy, 10/2014.

37. S. Bertuletti, A. Cereatti, M. Caldara, M. Galizzi, D. Comotti, U. Della Croce. Fall detection localization

using Bluetooth low energy devices: a preliminary investigation. 16th SIAMOC Conference, Padova, Italy,

10/2015.

38. M. Bertoli, A. Cereatti, U. Della Croce. Identification of multiple U-turns using gyroscopes: comparative

assessment of two methods. 5th National Congress of the National Group of Bioengineering, Napoli, Italy,

06/2016.

39. S. Bertuletti, A. Cereatti, M. Caldara, U. Della Croce. Measurement of the inter-foot distance using a

Time-of-Flight proximity sensor: preliminary evaluation during leg oscillation exercises. 5th National

Congress of the National Group of Bioengineering, Napoli, Italy, 06/2016.

40. N. Valeri, D. Trojaniello, A. Cereatti, K. Aminian, U. Della Croce. Inter-foot distance measured during gait

with wearable IMU and IRR sensors. Congress of the National Group of Bioengineering, Napoli, Italy,

06/2016.

41. S. Bertuletti, V. Camomilla, A. Cereatti, M. Caldara, M. Galizzi, Ugo Della Croce. Comparison of regression

models for interdistance estimate between two BLE devices based on RSSI. 14th International

Symposium on 3D Analysis of Human Movement, Taipei, Taiwan, 07/2016.

42. A. Cereatti, V. Camomilla, T. Bonci, A. Cappozzo. Soft tissue artefacts benchmark data project. 14th

International Symposium on 3D Analysis of Human Movement, Taipei, Taiwan, 07/2016.

43. M. Bertuli, A. Cereatti, D. Trojaniello, A. Ravaschio, U. Della Croce. The identification of multiple U-turns

in gait: comparison of four trunk IMU based methods. 11th International Conference on Body Area

Networks, 12/16, 2016, Torino, Italy.

Teaching activity Undergraduate teaching Faculty of Movement Science, University of Rome “Foro Italico” Biomechanics of Human Movement, Bachelor’s degree in “Human Movement and Sport Science, 3 ECTS (30

hours), academic years 2003/2004 and 2005/2006, teaching assistant.

Curriculum Vitae – Andrea Cereatti, PhD

Medical School, University of Sassari • Bioengineering and Biomechanics, Bachelor’s degree in “Physiotherapy”, 2 ECTS (24 hours), academic

years 2006/2007, 2007/2008, 2008/2009, 2009/2010, 2010/2011, 2012/2013, 2013/2014, 2014/2015,

2017/2018, 2018/2019, course holder.

• Electronic and Biomedical instrumentation, Bachelor’s degree in “Neuroscience technician”, 4 ECTS (48

hours), academic years 2006/2007 and 2009/2010, course holder.

• Electronic instrumentation in Electroencephalography, Bachelor’s degree in “Neuroscience technician”,

1 ECTS (12 hours), academic years 2006/2007 and 2009/2010, module holder.

• Electronic instrumentation for Electromyographic measurements, Bachelor’s degree in “Neuroscience

technician”, 2 ECTS (24 hours), academic year 2007/2008, module holder.

• Electronic instrumentation for ultrasonographic measurements, Bachelor’s degree in “Neuroscience

technician”, 1 ECTS (12 hours), academic year 2008/2009, module holder.

• Bioelectrical Signal Processing, Bachelor’s degree in “Neuroscience technician”, academic year

2008/2009, 2 ECTS (24 hours), module holder.

• Electrical and Electronic Measurements, Bachelor's degree in “Clinical laboratory technician”, 1 ECTS

(12 hours), academic year 2009/2010, module holder.

• Bioengineering and Biomedical instrumentation, Bachelor’s degree in “Dentistry”, 3 ECTS (24 hours),

academic years 2008/2009, 2009/2010, 2015/2016, 2016/2017, 2017/2018, 2018/2019 module holder.

• Artificial Intelligence, Bachelor’s degree in Psychological Sciences and Techniques of Cognitive

Processes, academic years 2018/2019, course holder.

Biomedical Engineering, Politecnico di Torino • Biomedical instrumentation, Bachelor’s degree in “Biomedical Engineering”, 20 contact hours,

academic years 2016/2017 and 2017/2018 (Teaching assistant).

Graduate teaching Medical School, University of Sassari • Bioengineering, Master degree in “Medicine”, 3 ECTS (36 hours), academic year 2015/2016, 2016/2017,

2017/2018, 2018/2019, module holder.

• Electronic Bioengineering, Residency Program in “Diagnostic Radiology” and in “Radiation Therapy, 1

ECTS (12 hours), academic years 2015/2016, 2016/2017, 2017/2018, 2018/2019 module holder.

• Bioinformatics, Residency Program in “Orthopadic Surgery”, 1 ECTS (12 hours), academic year

2015/2016, module holder.

Biomedical Engineering, Politecnico di Torino • Biomedical signal processing, Master degree in Biomedical Engineering, 10 contact hours, academic

years 2016/2017, teaching assistant.

• Bioengineering of the physical exercise and Sport, Master degree in Biomedical Engineering, 10 contact

hours, academic years 2017/2018, teaching assistant.

Administrative activities • Member of the Consultative Committee as Representative of Assistant Professors and other Non-

tenured Faculty Term for the Faculty of Medicine of the University of Sassari from 2008 to 2011;

• Member of 10+ panels for recruitment of new Research Assistants from 2011 to present;

• Member of the Search and Screen committee for seven fixed-term research fellows funded by the

Italian government body Regione Sardegna, 2013;

• Member of the Research Steering Committee for the Department of Information Engineering, Political

Sciences and Communication Sciences of the University of Sassari (2012-2016);

Curriculum Vitae – Andrea Cereatti, PhD

• Member of the Didactic Committee for the Physical Therapy Bachelors Degree Programs (2012-2016).

In compliance with the Italian legislative Decree no. 196 dated 30/06/2003, I hereby authorize you to use

and process my personal details contained in this document.

Andrea Cereatti, Sassari 03/03/2019