Unsupervised Discovery of Emphysema Subtypes in a Large Clinical Cohort. - Polina Binder; Nematollah Kayhan Batmanghelich; Raúl San José Estépar; Polina Golland (MLMI@MICCAI, 2016)

Partial Product Aware Machine Learning on DNA-Encoded Libraries. - Polina Binder; Meghan Lawler; LaShadric Grady; Neil Carlson; Sumudu Leelananda; Svetlana Belyanskaya; Joe Franklin; Nicolas Tilmans; Henri Palacci (CoRR, 2022)

BioNeMo Framework: a modular, high-performance library for AI model development in drug discovery. - Peter St. John; Dejun Lin; Polina Binder; Malcolm Greaves; Vega Shah; John St. John; Adrian Lange; Patrick D. Hsu; Rajesh Illango; Arvind Ramanathan; Anima Anandkumar; David H. Brookes; et al. (CoRR, 2024)

Benchmarking and Evaluation of AI Models in Biology: Outcomes and Recommendations from the CZI Virtual Cells Workshop. - Elizabeth Fahsbender; Alma Andersson; Jeremy Ash; Polina Binder; Daniel Burkhardt; Benjamin Chang 009; Georg K. Gerber; Anthony Gitter; Patrick Godau; Ankit Gupta; Genevieve Haliburton; Siyu He; et al. (CoRR, 2025)