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个人简介
For the last 15 years I have studied and applied machine learning methods to public health, medical and informatics settings, especially to CVD, heart transplantation, cancer staging and gene cancer therapy resistance and developed open source software used by data analysts all across the world, including the random survival forest method I pioneered. An example of a real world application of my work is my role as an Expert Panel Member for the AJCC (American Joint Committee on Cancer) where I developed a machine learning data driven procedure for cancer staging. This method is now used by AJCC and is published in the AJCC Cancer Staging Manuals.
研究兴趣
论文共 158 篇作者统计合作学者相似作者
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Lloyd D. Balbuena,Marilyn Baetz,Joseph Andrew Sexton, Douglas Harder,Cindy Xin Feng,Kerstina Boctor, Candace LaPointe, Elizabeth Letwiniuk,Arash Shamloo,Hemant Ishwaran,Ann John,Anne Lise Brantsæter
Siva Raja,Thomas W. Rice,Min Lü, Marie E. Semple,Eugene H. Blackstone,Sudish C. Murthy,Usman Ahmad, Michael McNamara, Andrew Toth,Hemant Ishwaran
Annals of Surgeryno. 2 (2022): e240-e249
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AAAI Symposium on Survival Prediction - Algorithms, Challenges and Applications (SPACA)pp.149-158, (2021)
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