Publications

(2022). Dynamic Outcomes-Based Clustering of Disease Trajectory in Mechanically Ventilated Patients. In TS4H at NeurIPS 2020.

PDF Cite Code Project Poster Slides Video OpenReview

(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

(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

(2020). Deep Transfer Learning for Automated Diagnosis of Skin Lesions from Photographs. In ML4MH at NeurIPS 2020.

PDF Cite Poster arXiv

(2020). Forecasting Ultra-early Intensive Care Strain from COVID-19 in England. In medRxiv.

PDF Cite Code Poster medRxiv