2026 Development and External Validation of a Machine Learning-Based Risk Classification Score for Prostate Cancer-Specific Cardiovascular Risk. Nickolas Stabellini, Tarek Nahle, Viraj Shah, Sai S. Kollapaneni, Omar M. Makram, Jennifer Cullen, Neal L. Weintraub, Harikrishnan H. Kunhiraman, Umang Swami, Morteza Mahmoudi, Nathanael Fillmore, Isla P. Garraway, Darryl Leong, Jehonathan Pinthus, John Shanahan, Alberto J. Montero, Neeraj Agarwal, Avirup Guha JCO Oncology PracticeOP2600131 Prostate Cancer Cardiovascular Disease Cardio-Oncology Machine Learning Predictive Modeling
2025 Transforming Cardio-Oncology Care Through AI-Driven Large Language Model Systems: A Roadmap for Future Implementation. Aryan Agar, Viraj Shah, Kunhiraman Harikrishnan Hyma, Tarek Nahle, Anant Madabhushi, Irbaz Bin Riaz, Momita Bandaru, Tochukwu M. Okwuosa, Nathanael Fillmore, Avirup Guha JACC Advances4(10 Pt 2), 102117 Cardio-Oncology Cardiotoxicity Monitoring Clinical Decision Support Electronic Health Records Health Informatics
2023 Allostatic load and cardiovascular outcomes in males with prostate cancer. Nickolas Stabellini, Jennifer Cullen, Marcio S. Bittencourt, Justin X. Moore, Lifen Cao, Neal L. Weintraub, Ryan A. Harris, Xiaoling Wang, Biplab Datta, Steven S. Coughlin, Jorge Garcia, John Shanahan, Nelson Hamerschlak, Kristin Waite, Nathanael R. Fillmore, Martha Terris, Alberto J. Montero, Jill S. Barnholtz-Sloan‡, Avirup Guha‡‡ Equal senior authorship JNCI Cancer Spectrum7(2) Allostatic Load Cardiovascular Disease Major Adverse Cardiovascular Events Prostate Cancer Fine-Gray Models
