The 7th Clinical Natural Language Processing Workshop
Virtual. 30 Oct 2025.
Registration for Clinical NLP 2025 is FREE!
Please join us starting at 9:00 PDT on Thursday, October 30, 2025 via the Zoom room here: https://clinicalnlp.short.gy/kqVjTG
Thu 30 Oct 2025 (all times PDT) |
|
| 09:00–10:30 | Opening Session |
| 09:00–09:10 | Opening Remarks |
| 09:10–10:10 | Keynote
Speaker: Dr. Karandeep Singh Abstract: In this talk, Dr. Karandeep Singh will describe healthcare delivery challenges that cut across multiple clinical services and care settings and culminate in the phenomenon of patients 'boarding' in the emergency department. Is boarding really a fixable problem? If so, how can artificial intelligence (AI) help? He will present key areas where AI can play a role in informing and redesigning how care is delivered, touching on its roles in measurement, simulation, prediction, and automation. The talk is intended to build skills in health systems-level thinking and AI-supported quality improvement. Biography: Karandeep Singh, MD, MMSc is the Chief Health AI Officer for UC San Diego Health, and Joan and Irwin Jacobs Chancellor’s Endowed Chair and Associate Professor of Medicine in Biomedical Informatics at UC San Diego. In these roles, Dr. Singh oversees AI strategy and governance for the health system and leads AI initiatives within the Jacobs Center for Health Innovation. He completed his internal medicine residency at UCLA Medical Center, where he served as chief resident, and a nephrology fellowship in the combined Brigham and Women’s Hospital and Massachusetts General Hospital program. He completed his medical education at the University of Michigan Medical School and holds a master’s degree in medical sciences in Biomedical Informatics from Harvard Medical School. |
| 10:10–10:30 | Keynote Q&A |
| 10:30–11:30 | Shared Task Overviews (15 min talks + 5 min questions) |
| 10:30–10:50 | Overview of the 2025 Shared Task on Chemotherapy Treatment Timeline Extraction Jiarui Yao, Harry Hochheiser, WonJin Yoon, Eli T Goldner, Guergana K Savova |
| 10:50–11:10 | Overview of the MEDIQA-OE 2025 Shared Task on Medical Order Extraction from Doctor-Patient Consultations Jean-Philippe Corbeil, Asma Ben Abacha, Jerome Tremblay, Phillip Swazinna, Akila Jeeson Daniel, Miguel Del-Agua, Francois Beaulieu |
| 11:10–11:30 | Overview of the MEDIQA-WV 2025 Shared Task on Woundcare Visual Question Answering Wen-wai Yim, Asma Ben Abacha, Meliha Yetisgen, Fei Xia |
| 11:30–12:00 | Break |
| 12:00–12:45 | Timeline Extraction System Overviews (10 min talks + 5 min questions) |
| 12:00–12:15 | Team NLP4Health at ChemoTimelines 2025: Finetuning Large Language Models for Temporal Relation Extractions from Clinical Notes Zhe Zhao, V.G.Vinod Vydiswaran |
| 12:15–12:30 | TEAM UAB at Chemotherapy Timelines 2025: Integrating Encoders and Large Language Models for Chemotherapy Timelines Generation Vijay Raj Jain, Chris Coffee, Kaiwen He, Remy Cron, Micah Cochrane, Luis Mansilla-Gonzalez, Akhil Nadimpalli, Danish Murad, John D Osborne |
| 12:30–12:45 | UW-BioNLP at ChemoTimelines 2025: Thinking, Fine-Tuning, and Dictionary-Enhanced LLM Systems for Chemotherapy Timeline Extraction Tianmai M. Zhang, Zhaoyi Sun, Sihang Zeng, CHENXI LI, Neil F. Abernethy, Barbara D. Lam, Fei Xia, Meliha Yetisgen |
| 12:45–13:30 | MEDIQA-OE System Overviews (10 min talks + 5 min questions) |
| 12:45–13:00 | MasonNLP at MEDIQA-OE 2025: Assessing Large Language Models for Structured Medical Order Extraction A H M Rezaul Karim, Ozlem Uzuner |
| 13:00–13:15 | EXL Health AI Lab at MEDIQA-OE 2025: Evaluating Prompting Strategies with MedGemma for Medical Order Extraction Abhinand Balachandran, Bavana Durgapraveen, Gowsikkan Sikkan Sudhagar, Vidhya Varshany J S, Sriram Rajkumar |
| 13:15–13:30 | PNLP at MEDIQA-OE 2025: A Zero-Shot Prompting Strategy with Gemini for Medical Order Extraction Parth Mehta |
| 13:30–14:00 | MEDIQA-WV System Overviews (10 min talks + 5 min questions) |
| 13:30–13:45 | MasonNLP at MEDIQA-WV 2025: Multimodal Retrieval-Augmented Generation with Large Language Models for Medical VQA A H M Rezaul Karim, Ozlem Uzuner |
| 13:45–14:00 | EXL Health AI Lab at MEDIQA-WV 2025: Mined Prompting and Metadata-Guided Generation for Wound Care Visual Question Answering Bavana Durgapraveen, Sornaraj Sivasankaran, Abhinand Balachandran, Sriram Rajkumar |
| 14:00–14:30 | Closing Session |