2021 Symposium Program

Time (EDT)

Topic

Introduction

Keynote

From Diagnosis to Treatment - Augmenting Clinical Decision Making with Artificial Intelligence (abstract/bio)

Dr. Jenna Wiens, University of Michigan

Attendee Survey

Break

Paper

Are Clinical BERT Models Privacy Preserving? The Difficulty of Extracting Patient-Condition Associations (preprint)

Authors: Thomas Vakili and Hercules Dalianis

Paper

Multimodal Explanations for User-centric Medical Decision Support Systems (preprint)

Authors: Bettina Finzel, David Elias Tafler, Anna Magdalena Thaler and Ute Schmid.

Paper

PseudoNAM: A pseudo value based interpretable neural additive model for survival analysis (preprint)

Authors: Md Mahmudur Rahman and Sanjay Purushotham

Lunch Break

Paper

Collaborative Human-ML Decision Making Using Experts’ Privileged Information Under Uncertainty (preprint)

Authors: Mansoureh Maadi, Hadi Akbarzadeh Khorshidi and Uwe Aickelin

Invited Speaker

Clinical AI and Chronic Pain

Dr. Dinesh Kumbhare

Attendee Activity Update

Break

Breakout Roundtable Discussions (Moderator: Dr. Michael Noseworthy)

Thomas Vakili, Mansoureh Maadi, Md Mahmudur Rahman, Bettina Finzel, Dr. Dinesh Kumbhare, Prof. Dr. Ute Schmid

Conclusion

Time (EDT)

Topic

Introduction

Keynote

Video Understanding in the Clinic: Progress and Challenges

Dr. Jason Corso, Stevens Institute of Technology

Attendee Survey

Break

Paper

Technical Feasibility, Financial Viability, and Clinician Acceptance: On the many challenges to AI in Clinical Practice (preprint)

Authors: Nur Yildirim, John Zimmerman and Sarah Preum

Paper

Automatic Medical Text Simplification: Challenges of Data Quality and Curation (preprint)

Authors: Chandrayee Basu, Rosni Vasu, Michihiro Yasunaga, Sohyeong Kim and Qian Yang

Paper

Grading OSPE Questions with Decision Learning Trees: A First Step Towards an Intelligent Tutoring System for Anatomical Education (preprint)

Authors: Jason Bernard, Bruce Wainman, O’llenecia Walker, Courtney Pitt, Alex Bak, Josh Mitchell, Anthony Saraco, Ilana Bayer and Ranil Sonnadara

Lunch Break

Invited Speaker

Do clinical AI tools help clinicians? Using clinician involvement to increase trust and adoption.

Dr. Stephanie Tulk Jesso

Invited Speaker

What do patients think about the use of AI in their healthcare and why does it matter?

Dr. Jordan Richardson

Attendee Activity Update

Break

Breakout Roundtable Discussions (Moderator: Dr. Aisling Kelliher)

Nur Yildirim, Chandrayee Basu, Jason Bernard, Dr. Stephanie Tulk Jesso, Dr. Jordan Richardson

Conclusion

Time (EDT)

Topic

Summary presentation of Day 1 symposium breakout session finding

Summary presentation of Day 2 symposium breakout session finding

Moderated breakout discussion on Integration and Synthesis (Moderator: Dr. Reza Samavi)

Break

Panel Discussion (Moderator: Dr. Barbara Barry)

Prof. Dr. Ute Schmid, Professor of Cognitive Systems, University of Bamberg

Dr. Hercules Dalianis, Professor of Computer and Systems Sciences, DSV/Stockholm University

Dr. Adelaide Arruda-Olson, MD. Cardiologist, Associate Professor of Medicine, Mayo Clinic

Dr. Qian Yang, Assistant Professor of Information Science, Cornell University

Concluding Remarks