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Improvisational Reasoning with Vision-Language Models for Grounded Procedural Planning
Md Masudur Rahman, Yupeng Zhuo, Juan Wachs
- Published: 12 Oct 2025, Last Modified: 12 Nov 2025
- GenAI4Health 2025 Poster
- Readers: Everyone
Vision-Language Reasoning for Burn Depth Assessment with Structured Diagnostic Hypotheses
Md Masudur Rahman, Mohamed El Masry, Kristo Nuutila, Gayle Gordillo, Juan Wachs
- Published: 12 Oct 2025, Last Modified: 12 Nov 2025
- GenAI4Health 2025 Poster
- Readers: Everyone
Count-Based Approaches Remain Strong: A Benchmark Against Transformer and LLM Pipelines on Structured EHR
Jifan Gao, Michael Rosenthal, Brian Wolpin, Simona Cristea
- Published: 12 Oct 2025, Last Modified: 12 Nov 2025
- GenAI4Health 2025 Poster
- Readers: Everyone
Demo: Towards Generating Long-Sequence Sleep Heart Rate Signals with Conditional Diffusion
Manasa Mariam Mammen, PRIYANKA MARY MAMMEN, Emil Joswin
- Published: 12 Oct 2025, Last Modified: 12 Nov 2025
- GenAI4Health 2025 Poster
- Readers: Everyone
Position: Adjacent Technologies Are the Key Enablers of Scalable and Safe Clinical MLLM Deployment
Azmine Toushik Wasi, Md. Iqramul Hoque
- Published: 12 Oct 2025, Last Modified: 12 Nov 2025
- GenAI4Health 2025 Poster
- Readers: Everyone
Enhancing Fine-Tuning-Free Clinical Reasoning via Test-Time Scaling
Ji Young Byun, Young-Jin Park, Navid Azizan, Rama Chellappa
- Published: 12 Oct 2025, Last Modified: 12 Nov 2025
- GenAI4Health 2025 Poster
- Readers: Everyone
Demo: Can Visual Stimulation Enhance Reminiscence-Therapy Chatbot?
Sofiia Kononovych, Ostap Kilbasovych, Kateryna Bilyk, Yuliia Vistak, Zhiwen Fan, Junyuan Hong
- Published: 12 Oct 2025, Last Modified: 12 Nov 2025
- GenAI4Health 2025 Poster
- Readers: Everyone
K-Stain: Keypoint-Driven Correspondence for H\&E-to-IHC Virtual Staining
Sicheng Yang, Zhaohu Xing, Haipeng Zhou, Lei Zhu
- Published: 12 Oct 2025, Last Modified: 12 Nov 2025
- GenAI4Health 2025 Poster
- Readers: Everyone
Demo: H2AI: A Framework for Experiential Learning and De-Risking Generative AI in Healthcare
Rohan M. Rani, Jacqueline Sandling, Francis Arellano, Nika Shroff, Yumin Gao, Raj Ratwani
- Published: 12 Oct 2025, Last Modified: 12 Nov 2025
- GenAI4Health 2025 Poster
- Readers: Everyone
Physician Perceptions of Large Language Models in Clinical Practice: A Mixed-Methods Survey Study
Francis Arellano, Rohan M. Rani, Yumin Gao, Jacqueline Sandling, Emily Y Chen, Athena N. Nguyen, Deeya Garg, Zahra Ahmad, Nika Shroff, Katherine Barnes, Joshua M. Biro, Kristen E Miller
- Published: 12 Oct 2025, Last Modified: 12 Nov 2025
- GenAI4Health 2025 Poster
- Readers: Everyone
Demo: Clinically Diverse Chest X-ray Synthesis via Cross-Modal Conditioning
Hassan Hamidi, Salamata Konate, Sara Hassani, Andrew Sellergren, Ali Sadeghi-Naini, Laleh Seyyed-Kalantari
- Published: 12 Oct 2025, Last Modified: 12 Nov 2025
- GenAI4Health 2025 Poster
- Readers: Everyone
Position: AI Will Transform Neuropsychology Through Mental Health Digital Twins for Dynamic Mental Health Care, Especially for ADHD
Neil Natarajan, Sruthi Viswanathan, Xavier Roberts-Gaal, Michelle Marie Martel
- Published: 12 Oct 2025, Last Modified: 12 Nov 2025
- GenAI4Health 2025 Poster
- Readers: Everyone
HealthSLM-Bench: Benchmarking Small Language Models for Mobile and Wearable Healthcare Monitoring
Xin Wang, Ting Dang, Xinyu Zhang, Vassilis Kostakos, Michael J. Witbrock, Hong Jia
- Published: 12 Oct 2025, Last Modified: 12 Nov 2025
- GenAI4Health 2025 Poster
- Readers: Everyone
Towards Application Aligned Synthetic Surgical Image Synthesis
Danush Kumar Venkatesh, Stefanie Speidel
- Published: 12 Oct 2025, Last Modified: 12 Nov 2025
- GenAI4Health 2025 Poster
- Readers: Everyone
Demo: Medbot, A Practical Tool Built by Clinicians for Clinicians to Leverage AI Agents to Enhance Clinical Practice
Li Lianjie Anthony, Antonio Bandeira, Niroj Bhandari, Rahul Gorijavolu, Aaron Teo Rui Kang, Jasmine Xiaojin Zhang, Alvin Aung Aung Hein, March I-Cheng Chen
- Published: 12 Oct 2025, Last Modified: 12 Nov 2025
- GenAI4Health 2025 Poster
- Readers: Everyone
Editing with AI: How Doctors Refine LLM-Generated Answers to Patient Queries
Rahul Sharma, Pragnya Ramjee, Kaushik Murali, Mohit Jain
- Published: 12 Oct 2025, Last Modified: 12 Nov 2025
- GenAI4Health 2025 Poster
- Readers: Everyone
Detecting Synthetic Radiology Reports using Style Disentanglement
Tanvi Ranga, Arjun Ramesh Kaushik, Nalini K. Ratha
- Published: 12 Oct 2025, Last Modified: 12 Nov 2025
- GenAI4Health 2025 Poster
- Readers: Everyone
Automatic Correction of AI Reports using Fact-Checking Model-guided LLMs
Raziuddin Mahmood, Pingkun Yan, Tanveer F Syeda-Mahmood
- Published: 12 Oct 2025, Last Modified: 12 Nov 2025
- GenAI4Health 2025 Poster
- Readers: Everyone
Position: Specialty Society-Led Meta-Governance is Essential to Responsible Implementation of Generative AI in Cardiovascular Care
Yumin Gao, Jacqueline Sandling, Francis Arellano, Zahra Ahmad, Rohan M. Rani, Deeya Garg, Emily Y Chen, Aamir Javaid, Francoise Marvel, Seth Martin, Raj Ratwani, Charles German
- Published: 12 Oct 2025, Last Modified: 12 Nov 2025
- GenAI4Health 2025 Poster
- Readers: Everyone
Faithful or Just Plausible? Evaluating Faithfulness for Medical Reasoning in Closed-Source LLMs
Halimat Afolabi, Zainab Afolabi, Elizabeth Friel, Jude Roberts, Antonio Ji-Xu, Lloyd Chen, Egheosa Ogbomo, Emiliomo Imevbore, Phil Eneje, Wissal El Ouahidi, Aaron Sohal, Alisa Kennan, Shreya Srivastava, Anirudh Vairavan, Laura Napitu, Katie McClure
- Published: 12 Oct 2025, Last Modified: 27 Nov 2025
- GenAI4Health 2025 Poster
- Readers: Everyone
Demo: Customizing Open-Source LLMs for Quantitative Medication Attribute Extraction across Heterogeneous EHR Systems
Zhe Fei, Mehmet Yigit Turali, Shreyas Rajesh, Xinyang Dai, Huyen Pham, Pavan S Holur, Yuhui Zhu, Larissa J. Mooney, Yih-Ing Hser, vwani Roychowdhury
- Published: 12 Oct 2025, Last Modified: 12 Nov 2025
- GenAI4Health 2025 Poster
- Readers: Everyone
Demo: Building Maternal Health LLMs for Low-Resource Settings
Lyvia Lusiji, Stanslaus Mwongela, Francesco Piccinno, Jay Patel, Stephen Obonyo, Ellen Sebastian, Annalisa Pawlosky, Mfoniso Ukwak, Kelvin Ndambuki, Sylvia Mbugua, Sathy Rajasekharan, Dennis Troper
- Published: 12 Oct 2025, Last Modified: 12 Nov 2025
- GenAI4Health 2025 Poster
- Readers: Everyone
Zero-Shot Large Language Model Agents for Fully Automated Radiotherapy Treatment Planning
Dongrong Yang, Xin Wu, Yibo Xie, Xinyi Li, Qiuwen Wu, Jackie Wu, Yang Sheng
- Published: 12 Oct 2025, Last Modified: 12 Nov 2025
- GenAI4Health 2025 Poster
- Readers: Everyone
Application of Whisper in Clinical Practice: the Post-Stroke Speech Assessment during a Naming Task
Milena Davudova, Ziyuan Cai, Valentina Giunchiglia, Dragos-Cristian Gruia, Giulia Sanguedolce, Adam Hampshire, Fatemeh Geranmayeh
- Published: 12 Oct 2025, Last Modified: 12 Nov 2025
- GenAI4Health 2025 Poster
- Readers: Everyone
Scalable Whole-Slide Vision-Language Modeling with Learned Token Pruning
Ali Kerem Bozkurt, Baris Cem Bakay, Ibrahim Kulac, Cigdem Gunduz-Demir, Erkut Erdem, Aykut Erdem
- Published: 12 Oct 2025, Last Modified: 12 Nov 2025
- GenAI4Health 2025 Poster
- Readers: Everyone

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