This event is part of Mathematics, Statistics, and Innovation in Medical and Health Care View Details

Technological Innovation in Health Care Delivery

Description

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There have been many recent innovations in healthcare development and delivery that have the potential to greatly improve patient care and outcomes. Examples include breakthroughs in life-saving therapies, electronic healthcare records, telemedicine, artificial intelligence and blockchain applications. This creates the need to build new business models and analyze emerging risk management problems to improve the affordability and accessibility of healthcare. It also highlights the need to study systemic risk issues in the healthcare ecosystem and public policy decision making that balances medical needs with economic and financial incentives. The aim of the workshop is to provide a platform to present these multifaceted problems and discuss the associated modeling and quantitative approaches.

Organizers

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J D
Jing Dong Columbia University
T Z
Thaleia Zariphopoulou Univerisity of Texas, Austin

Speakers

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R B
Radek Bukowski University of Texas, Austin
R C
Rama Cont Oxford University
G F
Giorgio Ferrari Universität Bielefeld
X G
Xin Guo University of California, Berkeley
S H
Shane Henderson Cornell University
A K
Anjum Khurshid Harvard Pilgrim Health Care Institute and Harvard Medical School
S K
Steven Kou Boston University
J L
Joan LaRovere Boston Children’s Hospital
R L
Retsef Levi Massachusetts Institute of Technology (MIT)
A L
Andrew Lo Massachusetts Institute of Technology (MIT)
S L
Susan Lu Purdue University
L M
Luca Maini Harvard University
R M
Ryan McDevitt Duke University
A M
Alex Mills Baruch College
R P
Rema Padman Carnegie Mellon University
S S
Sze-chuan Suen University of Southern California
H T
Howard Thom University of Bristol
M V O
Mark Van Oyen University of Michigan
R X
Renyuan Xu University of Southern California
O Y
Ozge Yapar Indiana University
S Z
Spyros Zoumpoulis INSEAD

Schedule

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Monday, May 15, 2023
8:30-9:00 CDT
Networking Session
9:00-9:45 CDT
Health Data Conundrum: Emerging Solutions

Speaker: Anjum Khurshid (Harvard Pilgrim Health Care Institute and Harvard Medical School)

9:45-10:30 CDT
Can Financial Engineering Make Gene and Cell Therapies More Affordable?

Speaker: Andrew Lo (Massachusetts Institute of Technology (MIT))

10:30-10:50 CDT
Coffee Break
10:50-11:35 CDT
Learning Personalized Treatment Strategies with Predictive and Prognostic Covariates in Adaptive Clinical Trials

Speaker: Spyros Zoumpoulis (INSEAD)

11:35-12:20 CDT
Value of information analysis for health care trial design, and its computational challenges

Speaker: Howard Thom (University of Bristol)

12:20-13:20 CDT
Lunch
13:20-14:05 CDT
Telehealth: models of patient access and payment parity

Speaker: Alex Mills (Baruch College)

14:05-14:50 CDT
Feasibility of transfer learning: from DR to ROP, and beyond

Speaker: Xin Guo (University of California, Berkeley)

14:50-15:10 CDT
Coffee Break
15:10-15:55 CDT
Profit Sharing & Patient Steering: Joint Ventures in Dialysis

Speaker: Ryan McDevitt (Duke University)

Tuesday, May 16, 2023
8:30-9:00 CDT
Networking Session
9:00-9:45 CDT
Recruitment and Dispatch of Community First Responders

Speaker: Shane Henderson (Cornell University)

9:45-10:30 CDT
AI for Social Good: Leveraging Digital Therapeutics for Health Literacy using an Augmented Intelligence-driven Systems Perspective

Speaker: Rema Padman (Carnegie Mellon University)

10:30-10:50 CDT
Coffee Break
10:50-11:35 CDT
An axiomatic theory for anonymized risk-sharing with application to P2P health insurance

Speaker: Steve Kou (Boston University)

11:35-12:20 CDT
Risk assessment and comparative analysis of public health policies

Speaker: Rama Cont (Oxford University)

12:20-13:20 CDT
Lunch
13:20-14:05 CDT
Demand Inertia and the Hidden Impact of Pharmacy Benefit Managers

Speaker: Luca Maini (Harvard University)

14:05-14:50 CDT
Incentives to Increase Patient Treatment Adherence and Reduce Antibiotic Resistance

Speaker: Sze-chuan Suen (University of Southern California)

14:50-15:35 CDT
Medicine and Uncertainty: Decision Making in Medicine

Speaker: Radek Bukowski (University of Texas, Austin)

15:35-16:30 CDT
Social Hour
Wednesday, May 17, 2023
8:30-9:00 CDT
Networking Session
9:00-9:45 CDT
Hospital Admission Control and Patient Flow to Efficiently Improve Patient Experience and Outcomes

Speaker: Mark Van Oyen (University of Michigan)

9:45-10:30 CDT
Studying Physician Work and Wellbeing using Machine Learning and Network Science

Speaker: Retsef Levi (Massachusetts Institute of Technology (MIT))

10:30-10:50 CDT
Coffee Break
10:50-11:35 CDT
Consumption Decision, Portfolio Choice and Healthcare Irreversible Investment

Speaker: Giorgio Ferrari (Universität Bielefeld)

11:35-12:20 CDT
Does Social Media Dominate Government Report Cards in Influencing Nursing Home Demand?

Speaker: Susan Lu (Purdue University)

12:20-13:20 CDT
Lunch
13:20-14:05 CDT
Leveraging Data Science and Machine Learning for Optimal Global Health Outcomes

Speaker: Joan LaRovere (Boston Children’s Hospital)

14:05-14:50 CDT
Conditional Approval and Value-Based Pricing for New Health Technologies

Speaker: Ozge Yapar (Indiana University)

14:50-15:10 CDT
Coffee Break
15:10-15:55 CDT
Online learning for healthcare treatment recommendation: risk-aware decisions and delayed feedback

Speaker: Renyuan Xu (University of Southern California)

15:55-16:00 CDT
End of Program

Videos

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Health Data Conundrum: Emerging Solutions

Anjum Khurshid
May 15, 2023

Can Financial Engineering Make Gene and Cell Therapies More Affordable?

Andrew Lo
May 15, 2023

Learning Personalized Treatment Strategies with Predictive and Prognostic Covariates in Adaptive Clinical Trials

Spyros Zoumpoulis
May 15, 2023

Value of information analysis for health care trial design, and its computational challenges

Howard Thom
May 15, 2023

Telehealth: models of patient access and payment parity

Alex Mills
May 15, 2023

Feasibility of transfer learning: from DR to ROP, and beyond

Xin Guo
May 15, 2023

Profit Sharing & Patient Steering: Joint Ventures in Dialysis

Ryan McDevitt
May 15, 2023

Recruitment and Dispatch of Community First Responders

Shane Henderson
May 16, 2023

An axiomatic theory for anonymized risk-sharing with application to P2P health insurance

Steve Kou
May 16, 2023

Risk assessment and comparative analysis of public health policies

Rama Cont
May 16, 2023

Demand Inertia and the Hidden Impact of Pharmacy Benefit Managers

Luca Maini
May 16, 2023

Medicine and Uncertainty: Decision Making in Medicine

Radek Bukowski
May 16, 2023

Hospital Admission Control and Patient Flow to Efficiently Improve Patient Experience and Outcomes

Mark Van Oyen
May 17, 2023

Studying Physician Work and Wellbeing using Machine Learning and Network Science

Retsef Levi
May 17, 2023

Consumption Decision, Portfolio Choice and Healthcare Irreversible Investment

Giorgio Ferrari
May 17, 2023

Leveraging Data Science and Machine Learning for Optimal Global Health Outcomes

Joan LaRovere
May 17, 2023

Conditional Approval and Value-Based Pricing for New Health Technologies

Ozge Yapar
May 17, 2023

Online learning for healthcare treatment recommendation: risk-aware decisions and delayed feedback

Renyuan Xu
May 17, 2023