july 2020 webinar: introduction of u-design v1 · 7/22/2020 · consulting projects and healthcare...
TRANSCRIPT
July 2020 Webinar:
Introduction of U-Design v1.3Laiya Consulting, Inc.
July 22, 2020
https://udesign.laiyaconsulting.com
Agenda
• 11:00-11:05 Opening remarks
--- Meng Lan
• 11:05-12:05 Presentation
--- Dr. Yuan Ji
• 12:05-12:30 Q&A
2
Meng Lan, CTO
• Extensive experiences in software development, especially in the field of healthcare IT
• Assumed technical leadership roles in healthcare consulting projects and healthcare institutions in US
• Co-founded a healthcare startups as CTO in China
• Graduated from Baylor University with a master in computer science degree and holds a MBA from University of Texas
Speaker: Yuan Ji, Ph.D
• Founder of Laiya Consulting, Inc.
• Professor of Biostatistics (with tenure) at the University of Chicago
• Prolific researchers with over 140 papers on top biomedical and statistical journals
• Created many original innovative Bayesian adaptive designs such as the mTPI and i3+3 designs
• Early pioneers in the development of interval-based designs for dose-finding trials
• Elected fellow of the American Statistical Association.
U-Design – The best SaaS for trial designs
• U-Design key features:
• Head-to-head comparison of trial designs based on massive simulations (unique)
• Operating characteristics presented by advanced and interactive visualization
• Intelligent reports for submission packets and trial protocols
• Comprehensive user manual with in-depth descriptions of the statistical models
• New features in version 1.3:
• A brand new module for Bayesian basket trial designs
• Improved user manuals for the single-agent & dual-agents cohort-based dose finding designs
modules.
• Improved and intelligent reports for the single-agent cohort-based dose finding designs
module.
New Features in U-Design v1.3 (continued)
• Interface Enhancements:
• Termination of submitted simulations;
• Sorting multiple running simulations by launch time;
• Deletion of old simulation results;
• Automatic refreshment of simulation history to pull in new simulation results and better
display of messages showing the completion status of simulations;
• System Improvements:
• Magnitude faster computing speed with hardware upgrade and performance tunings
• Enhanced security for users, such as account lockdown for failed login, enabling secure and
http only cookies, scanning system periodically for security vulnerabilities, etc.
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Dose-finding designs over time
•
1989 1990 2007 2010 2013 2015
3+3 CRM TPI,CCD mTPI BOIN
2017
mTPI-2keybrd
Sto
rer
( B
iom
etri
cs)
O’Q
uig
ley
(Bio
met
rics
)
Ji e
t al
. (C
linic
al T
rial
s)
Ji e
t al
. (C
linic
al T
rial
s)
Ji &
Wan
g (J
CO
)
Liu
an
d Y
uan
(JR
SS-C
)
Gu
oet
al.
(CC
T)
Interval Designs
Ivan
ova
et a
l. (J
SPI)
Neu
nes
hw
and
eret
al.(
SIM
)
BLRM
2008 2019
i3+3
Rule-BasedDesigns
Non-intervalDesigns
Liu
et
al. (
JBS)
Yan
et
al. (
CC
R)
Model-Based Designs
1989 3+3
CRM
mTPI-2
mTPI
TPI CCD
BOIN
i3+32019
Rules
Complex
Models
Simplified
Models
1990
2007
2010
2015
2017
EWOC1998
BLRM2008
Time
Sp
ira
l E
vo
lutio
n
7
Master protocols
Ran
do
miz
atio
n
Control
HE
R2 Ib
PA
RP
Ib
IGF-I A
b
PD
-1 Ib
# HistologiesK1
HE
R2 Ib
PA
RP
Ib
PD
1-Ib
EG
FR
Ib
PD
L1 Ib
Time
# Tr
eatm
ents
1 2-arm RCT
1 Umbrella trial
K Basket trial
K Platform trial
8
Examples: A Basket
Trial
9
Basket Trial Designs (1)
10
Borrowing information
11
MUCE – next-generation Bayesian
designs for multi-arm trials
12
https://arxiv.org/abs/2006.07785
Demo time
Thank you!