Publication 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 Published by PHG Foundation Video
Publication 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
Publication 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, Vol 16(11): pp. 1176-1184
Publication Algorithms as medical devices Alison Hall, Johan Ordish , Hannah Richardson (nee Murfet) MSR-TR-2019-48 | September 2019 Published by PHG Foundation Video
Publication 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, Vol 14(9): pp. 883-890
Publication 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
Publication Unsupervised Learning with Contrastive Latent Variable Models Kristen Severson, Soumya Ghosh, Kenney Ng 2019 National Conference on Artificial Intelligence | July 2019
Publication Machine-learning-guided directed evolution for protein engineering. Kevin Kaichuang Yang, Zachary Wu, Frances H Arnold Nature Methods | July 2019, Vol 16(8): pp. 687-694
Publication 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
Publication Document-Level N-ary Relation Extraction with Multiscale Representation Learning Robin Jia, Cliff Wong, Hoifung Poon NAACL 2019 | June 2019
Research
Research