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A collection of the accepted abstracts for the Machine Learning for Health (ML4H) symposium 2021


Nov 30, 2021
Fabian Falck, Yuyin Zhou, Emma Rocheteau, Liyue Shen, Luis Oala, Girmaw Abebe, Subhrajit Roy, Stephen Pfohl, Emily Alsentzer, Matthew B. A. McDermott

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Predicting Patient Outcomes with Graph Representation Learning


Jan 11, 2021
Emma Rocheteau, Catherine Tong, Petar Veličković, Nicholas Lane, Pietro Liò

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* Accepted at the W3PHIAI-21 and DLG-AAAI'21 workshops at AAAI 2021 

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Deep Transfer Learning for Automated Diagnosis of Skin Lesions from Photographs


Nov 06, 2020
Emma Rocheteau, Doyoon Kim

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* Accepted at the Machine Learning for Mobile Health (ML4MH) Workshop at NeurIPS 2020 

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Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care Unit


Jul 18, 2020
Emma Rocheteau, Pietro Liò, Stephanie Hyland

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* arXiv admin note: substantial text overlap with arXiv:2006.16109 

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Predicting Length of Stay in the Intensive Care Unit with Temporal Pointwise Convolutional Networks


Jun 29, 2020
Emma Rocheteau, Pietro Liò, Stephanie Hyland

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* 4 pages, HSYS2020 proceedings 

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