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

Analytics for Improved Healthcare

April 3 — 6, 2023

Description

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Analytics has the potential to harness the growing availability of data and propel the development of cutting-edge models that improve the quality and efficiency of medical and health care. This workshop will focus on how different sources of healthcare data, including electronic medical records and clinical trial results, can be leveraged to fundamentally change modern organizations by improving not only healthcare operations but also patient outcomes. In addition, topics related to decision making for macro-scale healthcare policies will be discussed.

This workshop will include a poster session. In order to propose a poster, you must first register for the workshop, and then submit a poster proposal using the form that will become available on this page after you register. The registration form should not be used to propose a poster. The deadline for proposing a poster is March 20, 2023.

Organizers

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D B
Dimitris Bertsimas MIT
A O
Agni Orfanoudaki University of Oxford

Speakers

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D A
Dan Adelman Booth School of Business, University of Chicago
O A
Oguzhan Alagoz University of Wisconsin, Madison
J B
Jackie Baek New York University
H B
Hamsa Bastani Wharton School of Business, University of Pennsylvania
B B
Bob Batt University of Wisconsin
J B
Justin Boutilier University of Wisconsin
L C
Leo Celi MIT
C C
Carri Chan Columbia Business School, Columbia University
T C
Timothy Chan University of Toronto
M C
Martin Copenhaver Harvard Medical School, Harvard University
J D
Jing Dong Columbia University
A L
Andrew Li Carnegie Mellon University
N L
Nan Liu Boston College
E L
Elisa Long University of California, Los Angeles (UCLA)
A O
Agni Orfanoudaki University of Oxford
G P
Georgia Perakis Massachusetts Institute of Technology (MIT)
A S
Andrew Schaefer Rice University
C S
Cong Shi University of Michigan
H S
Hummy Song Wharton School of Business, University of Pennsylvania
B S
Barry Stein Hartford HealthCare

Schedule

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Monday, April 3, 2023
9:00-9:30 CDT
Networking Session
9:45-10:30 CDT
Optimal Patient Selection into Care Management Programs

Speaker: Dan Adelman (University of Chicago)

10:30-11:00 CDT
Coffee Break
11:00-11:45 CDT
Health AI will Fail without Data Sharing

Speaker: Leo Anthony Celi (Massachusetts Institute of Technology (MIT))

11:45-12:30 CDT
Journey of Integrating Advanced Analytic Models into Clinical and Operational Decision Making within Integrated HealthCare Delivery Network

Speaker: Barry Stein (Hartford HealthCare)

12:30-14:00 CDT
Lunch
14:00-14:45 CDT
Decision-Aware Learning for Global Health Supply Chains

Speaker: Hamsa Bastani (University of Pennsylvania)

14:45-15:30 CDT
Stochastic Modeling to Personalize Disease Screening Decisions

Speaker: Oguzhan Alagoz (University of Wisconsin, Madison)

15:30-16:00 CDT
Networking Session
Tuesday, April 4, 2023
9:00-9:45 CDT
Waiting Online versus In-person in Outpatient Clinics: An Empirical Study on Visit Incompletion

Speaker: Carri Chan (Columbia Business School)

9:45-10:30 CDT
Got (optimal) milk?

Speaker: Timothy Chan (University of Toronto)

10:30-11:00 CDT
Coffee Break
11:00-11:45 CDT
Outcome-Based Regulation and Adverse Selection in Lung Transplantation

Speaker: Andrew Schaefer (Rice University)

11:45-12:30 CDT
Digital Footprints: How Smartphone Location Data Can Track Health Behaviors

Speaker: Elisa Long (University of California, Los Angeles (UCLA))

12:30-14:00 CDT
Lunch
14:00-14:45 CDT
Personalizing Tuberculosis Treatment Adherence Support

Speaker: Justin Boutilier (University of Wisconsin, Madison)

15:00-16:00 CDT
Poster Session
Wednesday, April 5, 2023
9:00-9:45 CDT
A Granular Approach to Optimal and Fair Patient Placement in Hospital Emergency Departments

Speaker: Georgia Perakis (Massachusetts Institute of Technology (MIT))

9:45-10:30 CDT
Helping the Captive Audience: Advance Notice of Diagnostic Service for Hospital Inpatients

Speaker: Nan Liu (Boston College)

10:30-11:00 CDT
Coffee Break
11:00-11:45 CDT
Leapfrogging for Last-mile Delivery in Health Care

Speaker: Hummy Song (University of Pennsylvania)

11:45-12:30 CDT
Patient-Physician Assignment Systems in the Emergency Department

Speaker: Bob Batt (University of Wisconsin-Madison)

12:30-14:00 CDT
Lunch
14:00-14:45 CDT
Data-Driven Hospital Admission Control: A Contextual Learning Approach

Speaker: Cong Shi (University of Michigan)

14:45-15:30 CDT
Optimization in the Race to a Liquid Biopsy

Speaker: Andrew Li (Carnegie Mellon University)

15:30-16:00 CDT
Networking Session
Thursday, April 6, 2023
9:00-9:45 CDT
The burden of evidence for operations research in hospitals

Speaker: Martin Copenhaver (Massachusetts General Hospital and Harvard Medical School)

9:45-10:30 CDT
Does Machine Learning Improve Operational Efficiency? Evidence from the Design of an Emergency Department Vertical Processing Unit

Speaker: Agni Orfanoudaki (University of Oxford)

10:30-11:00 CDT
Coffee Break
11:00-11:45 CDT
Policy Optimization for Personalized Interventions in Behavioral Health

Speaker: Jackie Baek (New York University)

11:45-12:30 CDT
Optimal Scheduling of Proactive Care with Patient Deterioration

Speaker: Jing Dong (Columbia University)


Videos

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Optimal Patient Selection into Care Management Programs

Dan Adelman
April 3, 2023

Health AI will Fail without Data Sharing

Leo Anthony Celi
April 3, 2023

Journey of Integrating Advanced Analytic Models into Clinical and Operational Decision Making within Integrated HealthCare Delivery Network

Barry Stein
April 3, 2023

Decision-Aware Learning for Global Health Supply Chains

Hamsa Bastani
April 3, 2023

Stochastic Modeling to Personalize Disease Screening Decisions

Oguzhan Alagoz
April 3, 2023

Waiting Online versus In-person in Outpatient Clinics: An Empirical Study on Visit Incompletion

Carri Chan
April 4, 2023

Got (optimal) milk?

Timothy Chan
April 4, 2023

Outcome-Based Regulation and Adverse Selection in Lung Transplantation

Andrew Schaefer
April 4, 2023

Personalizing Tuberculosis Treatment Adherence Support

Justin Boutilier
April 4, 2023

Data-Driven Hospital Admission Control: A Contextual Learning Approach

Cong Shi
April 5, 2023

Optimization in the Race to a Liquid Biopsy

Andrew Li
April 5, 2023

Does Machine Learning Improve Operational Efficiency? Evidence from the Design of an Emergency Department Vertical Processing Unit

Agni Orfanoudaki
April 6, 2023

Optimal Scheduling of Proactive Care with Patient Deterioration

Jing Dong
April 6, 2023