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Publications of Andrea Olmstead at Hamarneh Lab
Articles in journal, book chapters
  1. M.Sadegh Saberian, Kathleen Moriarty, Andrea Olmstead, Christian Hallgrimson, François Jean, Ivan Robert Nabi, Maxwell Libbrecht, and Ghassan Hamarneh. DEEMD: Drug Efficacy Estimation against SARS-CoV-2 based on Cell Morphology with Deep Multiple Instance Learning. IEEE Transactions on Medical Imaging (IEEE TMI), 41(11):3128-3145, 2022. Keyword(s): Deep Learning, Machine Learning, COVID19, SARS-CoV-2. [bibtex-key = tmi2022]


Conference articles
  1. M.Sadegh Saberian, Kathleen Moriarty, Andrea Olmstead, François Jean, Ivan Robert Nabi, Maxwell Libbrecht, and Ghassan Hamarneh. Drug Repurposing Efficacy Estimation based on Morphological Analysis of SARS-CoV-2 Infected Cells within a Multiple Instance Learning Framework. In Machine learning for computational biology conference (MLCB), pages 1-13, 2020. Keyword(s): Deep Learning, Machine Learning, COVID19, SARS-CoV-2. [bibtex-key = mlcb2020]



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Last modified: Thu Apr 11 13:23:22 2024
Author: hamarneh.


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