AAAI 2025 Workshop GenAI4Health Submissions

Latent Feature Mining with Large Language Models
Bingxuan Li, Pengyi Shi
- Published: 07 Mar 2025, Last Modified: 25 Mar 2025
- GenAI4Health Poster
- Readers: Everyone
Ophtimus-LLM: Development of a Specialized Large Language Model for Ophthalmology
Seung Ju Baek, Kuk Jin Jang, Sooyong Jang, Hyonyoung Choi, Minwook Kwon, Yong Seop Han, Seongjin Lee, Jin Hyun Kim, Insup Lee
- Published: 07 Mar 2025, Last Modified: 25 Mar 2025
- GenAI4Health Poster
- Readers: Everyone
Towards a Real-time Clinical Agenda Setting System for Enhancing Clinical Interactions in Primary Care Visits
Kuk Jin Jang, Sameer Bhatti, Sydney Pugh, Chimezie Maduno, Sarang Sridhar, Sriharsha Mopidevi, Eric Eaton, Kevin Johnson
- Published: 07 Mar 2025, Last Modified: 25 Mar 2025
- GenAI4Health Oral
- Readers: Everyone
Mbaza RBC: Deploying and evaluation of an LLM powered Chatbot for Community Health Workers in Rwanda
Pierrette MAHORO MASTEL, Jean de Dieu Nyandwi, Samuel Rutunda, Kleber Kabanda
- Published: 07 Mar 2025, Last Modified: 25 Mar 2025
- GenAI4Health Poster
- Readers: Everyone
Efficient Antihallucinogenic AI for Tropical Medicine: A Probabilistic Framework for Differential Diagnosis
S.M. Sakeef Sani, Md. Shaown Miah, Taufiq Hasan
- Published: 07 Mar 2025, Last Modified: 25 Mar 2025
- GenAI4Health Poster
- Readers: Everyone
RadTextAid: A CNN-Guided Framework Utilizing Lightweight Vision-Language Models for Assistive Radiology Reporting
Mahmud Wasif Nafee, Tasmia Rahman Aanika, Taufiq Hasan
- Published: 07 Mar 2025, Last Modified: 25 Mar 2025
- GenAI4Health Poster
- Readers: Everyone
Transforming Tuberculosis Care: Optimizing Large Language Models for Enhanced Clinician-Patient Communication
Daniil Filienko, Mahek Nizar, Javier Roberti, Denise Galdamez, Haroon Jakher, Sarah Iribarren, Weichao Yuwen, Martine De Cock
- Published: 07 Mar 2025, Last Modified: 25 Mar 2025
- GenAI4Health Poster
- Readers: Everyone
Llama-3-Meditron: An Open-Weight Suite of Medical LLMs Based on Llama-3.1
Alexandre Sallinen, Antoni-Joan Solergibert, Michael Zhang, Guillaume Boyé, Maud Dupont-Roc, Xavier Theimer-Lienhard, Etienne Boisson, Bastien Bernath, Hichem Hadhri, Antoine Tran, Tahseen Rabbani, Trevor Brokowski, Meditron Medical Doctor Working Group, Tim G. J. Rudner, Mary-Anne Hartley
- Published: 07 Mar 2025, Last Modified: 25 Mar 2025
- GenAI4Health Poster
- Readers: Everyone
Clinic-Prompt: Few-Shot Discrete Clinical Prompt Optimization
Rochana Prih Hastuti, Rian Adam Rajagede, Mengxin Zheng, Qian Lou
- Published: 07 Mar 2025, Last Modified: 25 Mar 2025
- GenAI4Health Poster
- Readers: Everyone
Handling Uncertainty in Health Data using Generative Algorithms
Mahdi Arab Loodaricheh, Neh Majmudar, Anita Raja, Ansaf Salleb-Aouissi
- Published: 07 Mar 2025, Last Modified: 25 Mar 2025
- GenAI4Health Poster
- Readers: Everyone
Investigating LLMs in Clinical Triage: Promising Capabilities, Persistent Intersectional Biases
Joseph Lee, Tianqi Shang, Jae Young Baik, Duy Duong-Tran, Shu Yang, Lingyao Li, Li Shen
- Published: 07 Mar 2025, Last Modified: 25 Mar 2025
- GenAI4Health Poster
- Readers: Everyone
BioSynNER: Synthetic Data for Biomedical Named Entity Recognition
Chufan Gao, Sanjit Singh Batra, Alexander Russell Pelletier, Gregory D Lyng, Zhichao Yang, Eran Halperin, Robert E. Tillman
- Published: 07 Mar 2025, Last Modified: 25 Mar 2025
- GenAI4Health Oral
- Readers: Everyone
Leveraging LLM-Generated QA Pairs for Biomedical Open-Domain Question Answering
Adrita Anika, Md Messal Monem Miah, Man Luo
- Published: 07 Mar 2025, Last Modified: 25 Mar 2025
- GenAI4Health Poster
- Readers: Everyone
Generate, Then Retrieve: Addressing Missing Modalities in Multimodal Learning via Generative AI and MoE
Sukwon Yun, Jiayi Xin, Inyoung Choi, Jie Peng, Ying Ding, Qi Long, Tianlong Chen
- Published: 07 Mar 2025, Last Modified: 25 Mar 2025
- GenAI4Health Oral
- Readers: Everyone
Auto-FEDUS: Autoregressive Generative Modeling of Doppler Ultrasound Signals from Fetal Electrocardiograms
Alireza Rafiei, Gari Clifford, Nasim Katebi
- Published: 07 Mar 2025, Last Modified: 25 Mar 2025
- GenAI4Health Poster
- Readers: Everyone
LLM-TA: An LLM-Enhanced Thematic Analysis Pipeline for Transcripts from Parents of Children with Congenital Heart Disease
Muhammad Zain Raza, Jiawei Xu, Terence Lim, Lily Boddy, Carlos M. Mery, Andrew Well, Ying Ding
- Published: 07 Mar 2025, Last Modified: 25 Mar 2025
- GenAI4Health Poster
- Readers: Everyone
CONVERSATIONAL MEDICAL AI: READY FOR PRACTICE
Antoine Lizée, Pierre-Auguste Beaucoté, James Whitbeck, Marion Doumeingts, Anaël Beaugnon, Isabelle Feldhaus
- Published: 07 Mar 2025, Last Modified: 25 Mar 2025
- GenAI4Health Oral
- Readers: Everyone
Improving Representation Learning of Complex Critical Care Data with ICU-BERT
Ricardo Santos, Andre V Carreiro, Xi Peng, Hugo Gamboa, Holger Fröhlich
- Published: 07 Mar 2025, Last Modified: 25 Mar 2025
- GenAI4Health Poster
- Readers: Everyone
Using AI to Automate Phonetic Transcription and Perform Forced Alignment for Clinical Application in the Assessment of Speech Sound Disorders
Ying Li, Duc-Son Pham, Roslyn Ward, Neville Hennessey, Tele Tan
- Published: 07 Mar 2025, Last Modified: 25 Mar 2025
- GenAI4Health Poster
- Readers: Everyone
RAD-SRAC: Simple Retrieval Augmented Classification for Radiology
Barbara Klaudel, Aleksander Obuchowski
- Published: 07 Mar 2025, Last Modified: 25 Mar 2025
- GenAI4Health Poster
- Readers: Everyone
Gesture-Aware Zero-Shot Speech Recognition for Patients with Language Disorders
Seungbae Kim, Daeun Lee, Brielle Stark, Jinyoung Han
- Published: 07 Mar 2025, Last Modified: 25 Mar 2025
- GenAI4Health Poster
- Readers: Everyone
One Leaf Knows Autumn: A Piece of Data-Model Facilitates Efficient Cancer Prognosis with Histological and Genomic Modalities
Jie Peng, Jingxia Jiang, Yueliang Ying, Sukwon Yun, Qi Long, Yanyong Zhang, Tianlong Chen
- Published: 07 Mar 2025, Last Modified: 25 Mar 2025
- GenAI4Health Poster
- Readers: Everyone
Fake It Till You Make It: Using Synthetic Data and Domain Knowledge for Improved Text-Based Learning for LGE Detection
Athira J Jacob, Puneet Sharma, Daniel Rueckert
- Published: 07 Mar 2025, Last Modified: 25 Mar 2025
- GenAI4Health Poster
- Readers: Everyone
Bridging language barriers in healthcare: a study on Arabic LLMs
Nada Saadi, Tathagata Raha, Clement Christophe, Marco AF Pimentel, Ronnie Rajan, Praveenkumar Kanithi
- Published: 07 Mar 2025, Last Modified: 25 Mar 2025
- GenAI4Health Poster
- Readers: Everyone
Synthetic Electronic Health Record Generation of Rare Disease With Reinforcement Learning
Xiaofeng Lin, Jun Han, Melika Emami, Brian L. Hill, Robert E. Tillman
- Published: 07 Mar 2025, Last Modified: 25 Mar 2025
- GenAI4Health Poster
- Readers: Everyone