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Invited Paper Session

Leveraging Generative AI and Transfer Learning in Healthcare - Opportunities and Challenges

Tue, Aug 5, 10:30 AM - 12:20 PM Room CC-101D Music City Center

Piyali BasakOrganizerRunjia LiChair

International Indian Statistical Association co: Biopharmaceutical Section Applied

5 Presentations

Advancing Image-Based Endpoint Development through Generative AI and Transfer Learning

10:35 AM - 10:55 AM

Co-authors: Allshine Chen, Yalei Chen, Margaret Gamalo (Pfizer)

Generative AI Transfer Learning

Scalable Bayesian Cooperative Learning for Multimodal Integration

10:55 AM - 11:15 AM

Co-authors: Himel Mallick (Cornell University)

Transfer Learning Foundation Model Microbiome Machine Learning Multi-omics Metabolomics

AI-driven Information Extraction from Unstructured Documents to Facilitate Decision Making in Clinical Development

11:15 AM - 11:35 AM

Michelle Ngo (Merck & Co., Inc.)

Co-authors: Ryumei Nakada (Rutgers University), Michelle Ngo (Merck & Co., Inc.), Xiang Peng (Merck), Junshui Ma (Merck), Sabrina Shuyan Wan (Merck), Thomas Jemielita, Yulia Sidi (Merck), Federico Ferrari

LLM, genAI, clinical trials, structured database, information retrieval, variable extraction

Efficiency Enhancement in Clinical Trials: Leveraging NLP for Automated Outcome Adjudication

11:35 AM - 11:55 AM

Hiya Banerjee (Eli Lilly)

Co-authors: Hiya Banerjee (Eli Lilly), Zhili Qiao (Eli Lilly and Company), Min Jiang (Eli Lilly and Company), Jingyi Liu, Yongming Qu (Eli Lilly and Company)

LLM, CEC, Adjudication, Cardiovascular, Longformer

Generalization Error of min-norm interpolators in transfer learning

11:55 AM - 12:15 PM

Co-authors: Pragya Sur

Transfer Learning

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