Publication Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine Harsha Nori, Yin Tat Lee, Sheng Zhang, Dean Carignan, Richard Edgar, Nicolo Fusi, Nicholas King, Jonathan Larson, Yuanzhi Li, Weishung Liu, Renqian Luo, Scott Mayer McKinney, Robert Osazuwa Ness, Hoifung Poon, Tao Qin, Naoto Usuyama, Chris White, Eric Horvitz November 2023
Publication Deep learning for the prediction of clinical outcomes in internet-delivered CBT for depression and anxiety Niranjani Prasad, Isabel Chien, Tim Regan, Angel Enrique, Jorge Palacios, Dessie Kegan, Usman Munir, Ryutaro Tanno, Hannah Richardson (nee Murfet), Aditya Nori, Derek Richards, Gavin Doherty, Danielle Belgrave, Anja Thieme PLOS ONE | November 2023, Vol 18(11) Project
Publication MAIRA-1: A specialised large multimodal model for radiology report generation Stephanie Hyland, Shruthi Bannur, Kenza Bouzid, Daniel Coelho de Castro, Mercy Ranjit, Anton Schwaighofer, Fernando Pérez-García, Valentina Salvatelli, Shaury Srivastav, Anja Thieme, Noel Codella, Matthew P Lungren, Maria Teodora Wetscherek, Ozan Oktay, Javier Alvarez-Valle MSR-TR-2023-47 | November 2023 Published by Microsoft Project
Publication Exploring how politeness impacts the user experience of chatbots for mental health support Robert Bowman, Orla Cooney, Joseph W. Newbold, Anja Thieme, Leigh Clark, Gavin Doherty, Benjamin Cowan International Journal of Human-Computer Studies (IJHCS) | November 2023
Publication Assessing the limits of zero-shot foundation models in single-cell biology Kasia Z. Kedzierska, Lorin Crawford, Ava P. Amini, Alex Lu November 2023
Publication Exploring the Boundaries of GPT-4 in Radiology Qianchu Liu, Stephanie Hyland, Shruthi Bannur, Kenza Bouzid, Daniel Coelho de Castro, Maria Teodora Wetscherek, Robert Tinn, Harshita Sharma, Fernando Pérez-García, Anton Schwaighofer, Pranav Rajpurkar, Sameer Tajdin Khanna, Hoifung Poon, Naoto Usuyama, Anja Thieme, Aditya Nori, Matthew P Lungren, Ozan Oktay, Javier Alvarez-Valle EMNLP 2023 | October 2023 Project
Publication BiomedJourney: Counterfactual Biomedical Image Generation by Instruction-Learning from Multimodal Patient Journeys Yu Gu, Jianwei Yang, Naoto Usuyama, Chunyuan Li, Sheng Zhang, Matthew P Lungren, Jianfeng Gao, Hoifung Poon October 2023
Publication UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition Wenxuan Zhou, Sheng Zhang, Yu Gu, Muhao Chen, Hoifung Poon ICLR 2024 | September 2023
Publication Scaling Clinical Trial Matching Using Large Language Models: A Case Study in Oncology Cliff Wong, Sheng Zhang, Yu Gu, Christine Moung, Jacob Abel, Naoto Usuyama, Roshanthi Weerasinghe, Brian Piening, Tristan Naumann, Carlo Bifulco, Hoifung Poon August 2023
Publication Distilling Large Language Models for Biomedical Knowledge Extraction: A Case Study on Adverse Drug Events Yu Gu, Sheng Zhang, Naoto Usuyama, Yonas Woldesenbet, Cliff Wong, Praneeth Sanapathi, Mu Wei, Naveen Valluri, Erika Strandberg, Tristan Naumann, Hoifung Poon July 2023