Publication BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs Sheng Zhang, Yanbo Xu, Naoto Usuyama, Hanwen Xu, Jaspreet Bagga, Rob Tinn, Sam Preston, Rajesh Rao, Mu Wei, Naveen Valluri, Cliff Wong, Andrea Tupini, Yu Wang, Matt Mazzola, Swadheen Shukla, Lars Liden, Jianfeng Gao, Matthew P Lungren, Tristan Naumann, Sheng Wang, Hoifung Poon January 2024
Publication RAD-DINO: Exploring Scalable Medical Image Encoders Beyond Text Supervision Fernando Pérez-García, Harshita Sharma, Sam Bond-Taylor, Kenza Bouzid, Valentina Salvatelli, Maximilian Ilse, Shruthi Bannur, Daniel Coelho de Castro, Anton Schwaighofer, Matthew P Lungren, Noel Codella, Stephanie Hyland, Javier Alvarez-Valle, Ozan Oktay MSR-TR-2024-5 | January 2024 Published by Microsoft Download Project
Publication All Sustainable Development Goals Support Good Health and Well-Being Bill Weeks (wiweeks), James Weinstein, Juan M. Lavista Ferres International Journal of Public Health | December 2023, Vol 68
Publication RadEdit: stress-testing biomedical vision models via diffusion image editing Fernando Pérez-García, Sam Bond-Taylor, Pedro P. Sanchez, Boris van Breugel, Daniel Coelho de Castro, Harshita Sharma, Valentina Salvatelli, Maria T. A. Wetscherek, Hannah Richardson (nee Murfet), Matthew P Lungren, Aditya Nori, Javier Alvarez-Valle, Ozan Oktay, Maximilian Ilse December 2023 Project
Publication When an Image is Worth 1,024 x 1,024 Words: A Case Study in Computational Pathology Wenhui Wang, Shuming Ma, Hanwen Xu, Naoto Usuyama, Jiayu Ding, Hoifung Poon, Furu Wei December 2023
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
