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个人简介
I am postdoctoral researcher at University of California, San Francisco in the Butte Lab. I have obtained a PhD in clinical Natural Language Processing at the Computational Linguistics and Psycholinguistics (CLiPS) Research Center, University of Antwerp, Belgium, under Prof. Dr. Walter Daelemans and Dr. Simon Šuster. My research interest is to develop machine learning algorithms to understand the rhetoric and nuances in clinical text, and to use these insights for answering clinical research questions. I am particularly interested in developing interpretable deep learning models to develop clinical insights in the process. During my PhD, I have also worked as a research intern at the Google Brain Applied team in Zurich, where I investigated linguistic reasoning skills of BERT representations. I have been involved in several academic service positions throughout.
研究兴趣
论文共 32 篇作者统计合作学者相似作者
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JAMIA OPENno. 1 (2024): ooad112-ooad112
JAMA NETWORK OPENno. 5 (2024): e248895-e248895
CANCER RESEARCHno. 2 (2024)
NPJ DIGITAL MEDICINEno. 1 (2024): 84-84
Anna L. Silverman,Madhumita Sushil,Balu Bhasuran,Dana Ludwig, James Buchanan,Rebecca Racz, Mahalakshmi Parakala, Samer El-Kamary, Ohenewaa Ahima,Artur Belov,Lauren Choi,Monisha Billings,
CLINICAL PHARMACOLOGY & THERAPEUTICSno. 10 (2024): S768-S768
Madhumita Sushil,Travis Zack,Divneet Mandair, Zhiwei Zheng, Ahmed Wali, Yan-Ning Yu, Yuwei Quan,Dmytro Lituiev,Atul J. Butte
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2024)
Brenda Y. Miao,Madhumita Sushil, Ava Xu,Michelle Wang,Douglas Arneson, Ellen Berkley,Meera Subash,Rohit Vashisht,Vivek Rudrapatna,Atul J. Butte
LANCET DIGITAL HEALTHno. 3 (2024): e222-e229
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