NeurIPS 2024PastHealthcare & biology
GenAI for Health: Potential, Trust and Policy Compliance
GenAI4Health
- Submission deadline
- Sep 12, 2024, 23:00 UTCimported from OpenReview — check the website for extensions
- Submission portal
- OpenReview
- Notes
- Topics were auto-suggested and may be imprecise — edits welcome.
Accepted papers (37)
Fetched from OpenReview (v2) on 2026-06-10.
(DEMO) QViSTA: A Novel Quantum Vision Transformer for Early Multi-Stage Alzheimer’s Diagnosis Using Optimized Variational Quantum Circuits
Can Generic LLMs Help Analyze Child-Adult Interactions Involving Children with Autism in Clinical Observation?
ClinicalBench: Can LLMs Beat Traditional ML Models in Clinical Prediction?
Conditioning 3D Diffusion Models with 2D Images: Towards Standardized OCT Volumes through En Face-Informed Super-Resolution
Contextual evaluation of Large Language Models for Classifying Tropical and Infectious Diseases
Demo Track: Directing Generalist Vision-Language Models to Interpret Medical Images Across Populations
DEMO: A Scalable Artificial Intelligence Framework for Rapid EGFR Mutation Screening in Lung Cancer
Demo: An Exploration of LLM-Guided Conversation in Reminiscence Therapy
Demo: Harnessing Generative AI for Comprehensive Evaluation of Medical Imaging AI
Demo: Interactive Visualization of Semantic Relationships in a Biomedical Project's Talent Knowledge Graph
Demographic Bias of Expert-Level Vision-Language Foundation Models in Medical Imaging
Enhancing Medical VQA with Multimodal Determination Rationales
Evaluating Explanations Through LLMs: Beyond Traditional User Studies
Explainable AI for computational pathology identifies model limitations and tissue biomarkers
Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report Generation
Hippocrates: An Open-Source Framework for Advancing Large Language Models in Healthcare
Matchmaker: Self-Improving Large Language Model Programs for Schema Matching
MED-OMIT: Extrinsically-Focused Evaluation Metric for Omissions in Medical Summarization
Medical Question-Generation for Pre-Consultation with LLM In-Context Learning
Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction
PATIENT-Ψ: Using Large Language Models to Simulate Patients for Training Mental Health Professionals
Position Paper On Diagnostic Uncertainty Estimation from Large Language Models: Next-Word Probability Is Not Pre-test Probability
Position: Addressing Ethical Challenges and Safety Risks in GenAI-Powered Brain-Computer Interfaces
Position: Classifying GenAI under the European Union’s Medical Device Regulation
Position: Generative AI policy and governance considerations for health security in Southeast Asia
Position: Open and Closed Large Language Models in Healthcare
Position: Participatory Assessment of Large Language Model Applications in an Academic Medical Center
Position: Transparent Reporting for Healthcare GenAI
Poster: Leveraging Large Language Models for Zero-Shot Detection and Mitigation of Data Poisoning in Wearable AI Systems
Prioritization Strategies for LLM-Designed Restless Bandit Rewards in Public Health
Private Text Generation by Seeding Large Language Model Prompts
ProtDiff: Function-Conditioned Masked Diffusion Models for Robust Directed Protein Generation
SynEHRgy: Synthesizing Mixed-Type Structured Electronic Health Records using Decoder-Only Transformers
Time-Aware GAN for Uptake Time Correction and Standard Uptake Value Harmonization in Dynamic PET Imaging
TRIAGE: Ethical Benchmarking of AI Models Through Mass Casualty Simulations
TrialSynth: Generation of Synthetic Sequential Clinical Trial Data
Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal Models in Medical VQA