Publications

Emma Rocheteau, Pietro Liò, Stephanie Hyland (2021). Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care Unit. In CHIL Conference 2021 (also ML4H at NeurIPS 2020 and HSYS at ICML 2020).

PDF Cite Code Project Poster Slides Video ACM Proceedings

Emma Rocheteau, Catherine Tong, Petar Veličković, Nic Lane, Pietro Liò (2021). Predicting Patient Outcomes with Graph Representation Learning. In W3PHIAI-21 and DLG-AAAI'21 at AAAI 2021.

PDF Cite Code Project Slides Video arXiv

Emma Rocheteau, Doyoon Kim (2020). Deep Transfer Learning for Automated Diagnosis of Skin Lesions from Photographs. In ML4MH at NeurIPS 2020.

PDF Cite Poster arXiv

Jacob Deasy, Emma Rocheteau, Katharina Kohler, Daniel J. Stubbs, Pietro Barbiero, Pietro Liò, Ari Ercole (2020). Forecasting Ultra-early Intensive Care Strain from COVID-19 in England. In medRxiv.

PDF Cite Code Poster medRxiv