NeurIPS 2024 Workshop GenAI4Health Submissions

Explainable AI for computational pathology identifies model limitations and tissue biomarkers
Jakub R. Kaczmarzyk, Joel Saltz, Peter K Koo
- Published: 12 Oct 2024, Last Modified: 11 Nov 2024
- GenAI4Health Poster
- Readers: Everyone
Position Paper On Diagnostic Uncertainty Estimation from Large Language Models: Next-Word Probability Is Not Pre-test Probability
Yanjun Gao, Skatje Myers, Shan Chen, Dmitriy Dligach, Timothy A Miller, Danielle Bitterman, Guanhua Chen, Anoop Mayampurath, Matthew Churpek, Majid Afshar
- Published: 12 Oct 2024, Last Modified: 11 Nov 2024
- GenAI4Health Poster
- Readers: Everyone
DEMO: A Scalable Artificial Intelligence Framework for Rapid EGFR Mutation Screening in Lung Cancer
Neeraj Kumar, Swaraj Nanda, Siddharth Singi, Gabriele Campanella, Thomas Fuchs, Chad Vanderbilt
- Published: 12 Oct 2024, Last Modified: 11 Nov 2024
- GenAI4Health Poster
- Readers: Everyone
Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report Generation
Liwen Sun, James Jialun Zhao, Wenjing Han, Chenyan Xiong
- Published: 12 Oct 2024, Last Modified: 11 Nov 2024
- GenAI4Health Poster
- Readers: Everyone
SynEHRgy: Synthesizing Mixed-Type Structured Electronic Health Records using Decoder-Only Transformers
Hojjat Karami, David Atienza, Anisoara Paraschiv-Ionescu
- Published: 12 Oct 2024, Last Modified: 17 Dec 2024
- GenAI4Health Poster
- Readers: Everyone
Conditioning 3D Diffusion Models with 2D Images: Towards Standardized OCT Volumes through En Face-Informed Super-Resolution
Coen de Vente, Mohammad Mohaiminul Islam, Philippe Valmaggia, Carel Hoyng, Adnan Tufail, Clara I. Sánchez
- Published: 12 Oct 2024, Last Modified: 11 Nov 2024
- GenAI4Health Poster
- Readers: Everyone
Position: Participatory Assessment of Large Language Model Applications in an Academic Medical Center
Giorgia Carra, Bogdan Kulynych, François Bastardot, Daniel E. Kaufmann, Noémie Boillat-Blanco, Jean Louis Raisaro
- Published: 12 Oct 2024, Last Modified: 11 Nov 2024
- GenAI4Health Oral
- Readers: Everyone
ProtDiff: Function-Conditioned Masked Diffusion Models for Robust Directed Protein Generation
Vishrut Thoutam, Dina Ellsworth
- Published: 12 Oct 2024, Last Modified: 11 Nov 2024
- GenAI4Health Poster
- Readers: Everyone
(DEMO) QViSTA: A Novel Quantum Vision Transformer for Early Multi-Stage Alzheimer’s Diagnosis Using Optimized Variational Quantum Circuits
Aryan Singhal, Hursh Shah
- Published: 11 Nov 2024, Last Modified: 11 Nov 2024
- GenAI4Health Poster
- Readers: Everyone
Demographic Bias of Expert-Level Vision-Language Foundation Models in Medical Imaging
Yuzhe Yang, Yujia Liu, Xin Liu, Avanti Gulhane, Domenico Mastrodicasa, Wei Wu, Edward J Wang, Dushyant Sahani, Shwetak Patel
- Published: 12 Oct 2024, Last Modified: 11 Nov 2024
- GenAI4Health Oral
- Readers: Everyone
Private Text Generation by Seeding Large Language Model Prompts
Supriya Nagesh, Justin Y. Chen, Nina Mishra, Tal Wagner
- Published: 12 Oct 2024, Last Modified: 11 Nov 2024
- GenAI4Health Poster
- Readers: Everyone
Enhancing Medical VQA with Multimodal Determination Rationales
Xiaotang Gai, Chenyi Zhou, Jiaxiang Liu, YANG FENG, Jian Wu, Zuozhu Liu
- Published: 12 Oct 2024, Last Modified: 11 Nov 2024
- GenAI4Health Poster
- Readers: Everyone