公開日 Black box medicine and transparency – Interpretability by design framework Alison Hall, Johan Ordish, Colin Mitchell, Hannah Richardson (nee Murfet) MSR-TR-2020-53 | February 2020 PHG Foundation による投稿 動画
公開日 Personalized Input-Output Hidden Markov Models for Disease Progression Modeling. Kristen Severson, Lana M. Chahine, Luba Smolensky, Kenney Ng, Jianying Hu, Soumya Ghosh December 2019 December 2019
公開日 Machine learning-guided channelrhodopsin engineering enables minimally invasive optogenetics. Claire N. Bedbrook, Kevin Kaichuang Yang, J. Elliott Robinson, Elisha D. Mackey, Viviana Gradinaru, Frances H. Arnold Nature Methods | October 2019, 巻16(11): pp. 1176-1184
公開日 Algorithms as medical devices Alison Hall, Johan Ordish , Hannah Richardson (nee Murfet) MSR-TR-2019-48 | September 2019 PHG Foundation による投稿 動画
公開日 Renal clearable catalytic gold nanoclusters for in vivo disease monitoring Colleen N. Loynachan, Ava P. Soleimany, Jaideep S. Dudani, Yiyang Lin, Adrian Najer, Ahmet Bekdemir, Qu Chen, Sangeeta N. Bhatia, Molly M. Stevens Nature Nanotechnology | August 2019, 巻14(9): pp. 883-890
公開日 DoubleTransfer at MEDIQA 2019: Multi-Source Transfer Learning for Natural Language Understanding in the Medical Domain. Yichong Xu, Xiaodong Liu, Chunyuan Li, Hoifung Poon, Jianfeng Gao BioNLP 2019 | August 2019
公開日 Unsupervised Learning with Contrastive Latent Variable Models Kristen Severson, Soumya Ghosh, Kenney Ng 2019 National Conference on Artificial Intelligence | July 2019
公開日 Machine-learning-guided directed evolution for protein engineering. Kevin Kaichuang Yang, Zachary Wu, Frances H Arnold Nature Methods | July 2019, 巻16(8): pp. 687-694
公開日 Augmenting subnetwork inference with information extracted from the scientific literature Sid Kiblawi, Deborah Chasman, Amanda Henning, Eunju Park, Hoifung Poon, Michael Gould, Paul Ahlquist, Mark Craven PLOS Computational Biology | June 2019
公開日 Document-Level N-ary Relation Extraction with Multiscale Representation Learning Robin Jia, Cliff Wong, Hoifung Poon NAACL 2019 | June 2019
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