{"id":139,"date":"2024-06-05T13:21:27","date_gmt":"2024-06-05T13:21:27","guid":{"rendered":"https:\/\/ahli.cc\/ml4h\/?page_id=139"},"modified":"2025-12-01T17:19:01","modified_gmt":"2025-12-01T17:19:01","slug":"schedule","status":"publish","type":"page","link":"https:\/\/ahli.cc\/ml4h\/schedule\/","title":{"rendered":"Schedule"},"content":{"rendered":"\n

Day 1 (December 1st, 2025)<\/h2>\n\n\n\n
\n
\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
Time<\/th>\n Program<\/strong><\/th>\n <\/tr>\n <\/thead>\n
9:00 – 9:10<\/td>\n Coffee<\/td>\n <\/tr>\n
9:10 – 10:40<\/td>\n Tutorial by Matthew McDermott – MEDS: Building\n Models and Tools in a Reproducible Health AI Ecosystem<\/td>\n <\/tr>\n
10:40 – 10:50<\/td>\n Opening Remarks<\/td>\n <\/tr>\n
10:50 – 11:20<\/td>\n Keynote\n 1: Paul Liang,\n PhD<\/a><\/span><\/strong><\/td>\n <\/tr>\n
11:20 – 11:40<\/td>\n Perspective: Gabriel Brat, MD; “The Paradox of Dissonant\n Predictions: A Central Dilemma of Physician-Algorithm Interaction” <\/span>\n <\/td>\n <\/tr>\n
11:40 – 12:40<\/td>\n Lunch<\/td>\n <\/tr>\n
12:40 – 13:10<\/td>\n Keynote 2: Serena Yeung, PhD<\/a>\n <\/td>\n <\/tr>\n
13:10 – 14:10<\/td>\n Panel:\n Building Health AI Products
Rushika Fernandopulle, PhD, Anitha Kannan, PhD,\n Raghav Mani. Moderator: Nathan Silberman<\/span><\/td>\n <\/tr>\n
14:10 – 14:40<\/td>\n Coffee Break<\/td>\n <\/tr>\n
14:40 – 15:10<\/td>\n Keynote 3: Pierre Elias, MD<\/a><\/td>\n <\/tr>\n
15:10 – 15:30<\/td>\n Spotlight Talks 1\n
    \n
  • “What’s Up, Doc?”: Analyzing How Users Seek Health Information in Large-Scale Conversational AI Datasets<\/li>\n
  • A Foundation Model for Intensive Care: Unlocking Generalization across Tasks and Domains at Scale<\/li>\n
  • Deep Kernel Aalen-Johansen Estimator: An Interpretable and Flexible Neural Net Framework for Competing Risks<\/li>\n
  • Machine learning reveals hidden diagnoses among underserved patients<\/li>\n <\/ul>\n <\/td>\n <\/tr>\n
15:30 – 16:35<\/td>\n Poster Session 1<\/a><\/strong>\n <\/td>\n <\/tr>\n
16:35 – 17:35<\/td>\n Research\n Roundtables<\/span><\/td>\n <\/tr>\n
17:35<\/td>\n Social<\/td>\n <\/tr>\n <\/tbody>\n <\/table>\n<\/figure>\n<\/div><\/div>\n\n\n\n

Day 2 (December 2nd, 2025)<\/h2>\n\n\n\n
\n
\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
Time<\/th>\n Program<\/strong><\/th>\n <\/tr>\n <\/thead>\n
9:00 – 9:05<\/td>\n \n Opening Remarks<\/td>\n <\/tr>\n
9:05 – 10:05<\/td>\n Fireside career chat: Tara\n Taghavi: Sr. Director of AI at Oracle Health; Stephen Pfohl, PhD: Senior\n Research Scientist at Google; Irene Chen, PhD: Assistant Professor at UC\n Berkeley and UCSF in Computational Precision Health <\/td>\n <\/tr>\n
10:05 – 10:25<\/td>\n Spotlight Demos<\/span>\n
    \n
  • CarDSScan: On-Device AI for Scalable, Privacy-First ECG Interpretation<\/li>\n
  • Cancer identification and simulated case prioritization with TumorDetect<\/li>\n
  • A versatile medical coding platform for home health agencies<\/li>\n
  • RadGame: An AI-Powered Platform for Radiology Education<\/li>\n <\/ul>\n\n<\/td>\n <\/tr>\n
10:25 – 11:30<\/td>\n \n Research Roundtables<\/td>\n <\/tr>\n
11:30 – 12:00<\/td>\n Coffee Break<\/td>\n <\/tr>\n
12:00 – 12:30<\/td>\n \n Keynote 4: Julia\n Adler-Milstein, PhD<\/a><\/td>\n <\/tr>\n
12:30 – 12:50<\/td>\n Perspective: Sherri Rose, PhD; “Machine Learning\n for Health Should Consider Social Drivers of Health” <\/td>\n <\/tr>\n
12:50 – 13:50<\/td>\n Lunch\n <\/td>\n <\/tr>\n
13:50 – 14:50<\/td>\n Panel: Clinical Implementation of AI
Jonathan Chen, MD,\n Karandeep Singh, MD, and Anna Goldenberg, PhD. Moderator: Jason Fries,\n PhD <\/span><\/td>\n <\/tr>\n
14:50 – 15:10<\/td>\n \n Spotlight Talks 2\n
    \n
  • An Agentic Approach to Phenotype Mapping from Rare Disease Surveys<\/li>\n
  • Balancing Safety and Helpfulness in Healthcare AI Assistants through Iterative Preference Alignment<\/li>\n
  • PaDIS-MRI: Patch-Based Diffusion for Data-Efficient, Radiologist-Preferred MRI Reconstruction<\/li>\n
  • The CRITICAL Records Integrated Standardization Pipeline (CRISP): End-to-End Processing of Large-scale Multi-institutional OMOP CDM Data<\/li>\n <\/ul>\n\n<\/td>\n <\/tr>\n
15:10 – 15:25<\/td>\n Coffee Break<\/span><\/td>\n <\/tr>\n
15:25 – 16:25 <\/td>\n Poster Session 2<\/a><\/span><\/td>\n <\/tr>\n
16:25 – 16:45<\/td>\n Perspective: Allison Koenecke, PhD; “Listening to\n Users when Auditing Medical AI Scribes” <\/span><\/td>\n <\/tr>\n
16:45 – 17:15<\/td>\n Keynote 5: Emily Fox, PhD<\/a><\/span><\/td>\n <\/tr>\n
17:15 – 17:20<\/td>\n Closing Remarks<\/span>\n <\/td>\n <\/tr>\n <\/tbody>\n <\/table>\n<\/figure>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"

Day 1 (December 1st, 2025) Time Program 9:00 – 9:10<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"_links":{"self":[{"href":"https:\/\/ahli.cc\/ml4h\/wp-json\/wp\/v2\/pages\/139"}],"collection":[{"href":"https:\/\/ahli.cc\/ml4h\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ahli.cc\/ml4h\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ahli.cc\/ml4h\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ahli.cc\/ml4h\/wp-json\/wp\/v2\/comments?post=139"}],"version-history":[{"count":96,"href":"https:\/\/ahli.cc\/ml4h\/wp-json\/wp\/v2\/pages\/139\/revisions"}],"predecessor-version":[{"id":1239,"href":"https:\/\/ahli.cc\/ml4h\/wp-json\/wp\/v2\/pages\/139\/revisions\/1239"}],"wp:attachment":[{"href":"https:\/\/ahli.cc\/ml4h\/wp-json\/wp\/v2\/media?parent=139"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}