Best Paper Award:
#44: MoE-Retriever: Addressing Missing Modality in Incomplete Multimodal Data via Sparse Mixture-of-Experts
Accepted - Oral
#39: Conversational Medical Ai: Ready For Practice
#44: MoE-Retriever: Addressing Missing Modality in Incomplete Multimodal Data via Sparse Mixture-of-Experts
#46: BioSynNER: Synthetic Data for Biomedical Named Entity Recognition
#71: Towards a Real-time Clinical Agenda Setting System for Enhancing Clinical Interactions in Primary Care Visits
Accepted - Poster
#8: Reducing Hallucinations of Medical Multimodal Large Language Models with Visual Retrieval-Augmented Generation
#9: SynSUM -- Synthetic Benchmark with Structured and Unstructured Medical Records
#11: Large Language Models for Interpretable Mental Health Diagnosis
#12: Two-Stage Representation Learning for Analyzing Movement Behavior Dynamics in People Living with Dementia
#17: Synthetic Electronic Health Record Generation of Rare Disease With Reinforcement Learning
#18: Bridging language barriers in healthcare: a study on Arabic LLMs
#19: Fake It Till You Make It: Using Synthetic Data and Domain Knowledge for Improved Text-Based Learning for LGE Detection
#20: Graph-Enhanced EEG Foundation Model
#28: One Leaf Knows Autumn: A Piece of Data-Model Facilitates Efficient Cancer Prognosis with Histological and Genomic Modalities
#30: Gesture-Aware Zero-Shot Speech Recognition for Patients with Language Disorders
#32: RAD-SRAC: Simple Retrieval Augmented Classification for Radiology
#33: Using AI to Automate Phonetic Transcription and Perform Forced Alignment for Clinical Application in the Assessment of Speech Sound Disorders
#36: Improving Representation Learning of Complex Critical Care Data with ICU-BERT
#40: LLM-TA: An LLM-Enhanced Thematic Analysis Pipeline for Transcripts from Parents of Children with Congenital Heart Disease
#41: AfriMed-QA: A Pan-African, Multi-Specialty, Medical Question-Answering Benchmark Dataset
#42: Auto-FEDUS: Autoregressive Generative Modeling of Doppler Ultrasound Signals from Fetal Electrocardiograms
#45: Leveraging LLM-Generated QA Pairs for Biomedical Open-Domain Question Answering
#48: An Investigation of Large Language Models in Clinical Triage: Promising Capabilities, Persistent Racial and Gender Biases
#52: Handling Uncertainty in Health Data using Generative Algorithms
#54: Best Practices for Bio-medical Retrieval Augmented Generation
#59: Clinic-Prompt: Few-Shot Discrete Clinical Prompt Optimization
#61: Llama-3-Meditron: An Open-Source Suite of Medical LLMs Based on Llama-3.1
#63: Transforming Tuberculosis Care: Optimizing Large Language Models for Enhanced Clinician-Patient Communication
#64: RadTextAid: A CNN-Guided Framework Utilizing Lightweight Vision-Language Models for Assistive Radiology Reporting
#65: Efficient Antihallucinogenic AI for Tropical Medicine: A Probabilistic Framework for Differential Diagnosis
#66: MMDiseaseNet: A Multimodal Generative Model for Disease Progressions
#69: Mbaza RBC: An LLM Powered chatbot for Community health workers in Rwanda
#72: Ophtimus-LLM: Development of a Specialized Large Language Model for Ophthalmology
#73: Latent Feature Mining for Predictive Model Enhancement with Large Language Models