Publication BioAgents: Democratizing Bioinformatics Analysis with Multi-Agent Systems Nikita Mehandru, Amanda K. Hall, Olesya Melnichenko, Yulia Dubinina, Daniel Tsirulnikov, David Bamman, Ahmed Alaa, Scott Saponas, V. Malladi January 2025
Publication Benchmarking uncertainty quantification for protein engineering Kevin P. Greenman, Ava P. Amini, Kevin Kaichuang Yang PLOS Computational Biology | January 2025, Vol 21
Publication Learning from other Domains to Advance AI Evaluation and Testing: Medical Device Testing: Regulatory Requirements, Evolution and Lessons for AI Governance Mateo Aboy, Timo Minssen January 2025
Publication Learning from other Domains to Advance AI Evaluation and Testing: The History and Evolution of Testing in Pharmaceutical Regulation Daniel Benamouzig, Daniel Carpenter January 2025
Publication Learning from other Domains to Advance AI Evaluation and Testing: Governance of Genome Edition in Human Therapeutics and Agricultural Applications Alta Charo January 2025
Publication Improving Rural Healthcare by Creating Academic- and Nonacademic-Rural Hospital Partnerships Based on Community Health Needs Assessments and Technological Needs Suhas Babu, James Weinstein, Juan M. Lavista Ferres, Bill Weeks The Journal of Rural Health | January 2025 Project
Publication Evaluating the role of pre-training dataset size and diversity on single-cell foundation model performance Alan DenAdel, Madeline Hughes, Akshaya Thoutam, Anay Gupta, Nicolo Fusi, Andrew W. Navia, Srivatsan Raghavan, Peter S. Winter, Ava P. Amini, Lorin Crawford bioRxiv | December 2024 Project
Publication MAIRA-Seg: Enhancing Radiology Report Generation with Segmentation-Aware Multimodal Large Language Models Harshita Sharma, Valentina Salvatelli, Shaury Srivastav, Kenza Bouzid, Shruthi Bannur, Daniel Coelho de Castro, Maximilian Ilse, Sam Bond-Taylor, Mercy Ranjit, Fabian Falck, Fernando Pérez-García, Anton Schwaighofer, Hannah Richardson (nee Murfet), Maria Teodora Wetscherek, Stephanie Hyland, Javier Alvarez-Valle Machine Learning for Health Symposium 2024 | December 2024 Project
Publication Attribute Structuring Improves LLM-Based Evaluation of Clinical Text Summaries Zelalem Gero, Chandan Singh, Yiqing Xie, Sheng Zhang, Tristan Naumann, Jianfeng Gao, Hoifung Poon NeurIPS 2024 | December 2024
Publication Deeper evaluation of a single-cell foundation model Rebecca Boiarsky, Nalini M. Singh, Alejandro Buendia, Ava P. Amini, Gad Getz, David Sontag Nature Machine Intelligence | December 2024
Research
Research
