Sanjay Purushotham

Recurrent Neural Networks for Multivariate Time Series with Missing Values

Zhengping Che, Sanjay Purushotham, Kyunghyun Cho et al. · Scientific Reports · 2018 · 2K citations · Full text

Benchmarking deep learning models on large healthcare datasets

Sanjay Purushotham, Chuizheng Meng, Zhengping Che et al. · Journal of Biomedical Informatics · 2018 · 384 citations

Convolutional Neural Network, Engineering, Machine Learning +6

Interpretable Deep Models for ICU Outcome Prediction.

Zhengping Che, Sanjay Purushotham, Robinder G. Khemani et al. · PubMed · 2016 · 237 citations

Artificial Intelligence, Acute Lung Injury, Engineering +17

Recurrent Neural Networks for Multivariate Time Series with Missing Values

Zhengping Che, Sanjay Purushotham, Kyunghyun Cho et al. · arXiv (Cornell University) · 2016 · 231 citations · Full text

Data Augmentation, Sequence Modelling, Engineering +15

Survival outcome prediction in cervical cancer: Cox models vs deep-learning model

Koji Matsuo, Sanjay Purushotham, Bo Jiang et al. · American Journal of Obstetrics and Gynecology · 2018 · 182 citations · Full text

Cox Models, Engineering, Cervical Cancer +9