Bridging the Gap: From Machine Learning Research to Clinical Practice

Tue Dec 14 8:30am -- 5:30pm EST @ NeurIPS 2021 (Virtual)

Schedule (EST)

8:30 - 8:40

Opening Remarks

8:40 - 9:00

Invited Talk (Clinical)

Sven Wellmann

9:05 - 9:25

Invited Talk (ML)

Michael Brudno

9:30 - 10:10

Moderated Q&A (Topic: Pediatric)

Guests: Sven Wellmann, Michael Brudno

10:10 - 10:25

Break

10:25 - 11:10

Round-Table Discussion

ML Experts: Stephanie Hyland, Joseph Futoma, Leo Celi

Clinical Experts: Sara Bachmann, Thomas McCoy, Denis Vaughan


11:15 - 11:35

Spotlight Presentations

11:40 - 12:25

Poster Session 1

12:30 - 13:15

Lunch Break

13:15 - 13:35

Invited Talk (ML)

Rich Caruana

13:40 - 14:00

Invited Talk (Clinical)

Bram Stieltjes

14:05 - 14:45

Moderated Q&A (Topic: synergies and discordances between EHRs and biomedical data)

Guests: Rich Caruana, Bram Stieltjes

14:45 - 15:00

Break

15:00 - 15:20

Invited Talk (Clinical)

Roy Perlis

15:25 - 15:45

Invited Talk (ML)

Barbara Engelhardt

15:50 - 16:30

Moderated Q&A (Topic: TBA)

Guests: Roy Perlis, Barbara Engelhardt

16:35 - 17:15

Poster Session 2

17:20 - 17:30

Closing Remarks


Sponsors

GlaxoSmithKline (GSK) is a science-led global healthcare company with a special purpose to improve the quality of human life by helping people do more, feel better, live longer. Every day, we help improve the health of millions of people around the world by discovering, developing and manufacturing innovative medicines, vaccines and consumer healthcare products. We are building a stronger purpose and performance culture underpinned by our values and expectations - so that together we can deliver extraordinary impact for patients and consumers.

GSK uses AI to discover transformational medicines. AI is the key to interpret genetic datasets so we can understand the 'language' of the cell and develop medicines with a higher probability of success.


We are pleased to support this award for the best paper, describing innovative machine learning research focused on bridging the gap between machine learning research and application in clinical practice.

Note:

  • GSK is not involved in the selecting the winning paper.

  • To claim the award, the lead author of the paper selected will be required to complete the appropriate brief documentation in accordance with healthcare regulatory best practice and compliance requirements.