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



Emma Rocheteau , Catherine Tong , Petar Veličković , Nicholas Lane , Pietro Liò

* 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



Emma Rocheteau , Doyoon Kim

* 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



Emma Rocheteau , Pietro Liò , Stephanie Hyland

* 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



Emma Rocheteau , Pietro Liò , Stephanie Hyland

* 4 pages, HSYS2020 proceedings 

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