Follow
Sanjay Purushotham
Title
Cited by
Cited by
Year
Recurrent neural networks for multivariate time series with missing values
Z Che, S Purushotham, K Cho, D Sontag, Y Liu
Scientific reports 8 (1), 6085, 2018
20432018
Benchmarking deep learning models on large healthcare datasets
S Purushotham, C Meng, Z Che, Y Liu
Journal of biomedical informatics 83, 112-134, 2018
4562018
Interpretable deep models for ICU outcome prediction
Z Che, S Purushotham, R Khemani, Y Liu
AMIA annual symposium proceedings 2016, 371, 2016
3422016
Collaborative topic regression with social matrix factorization for recommendation systems
S Purushotham, Y Liu, CCJ Kuo
International Conference on Machine Learning (ICML), 2012
2362012
Distilling Knowledge from Deep Networks with Applications to Healthcare Domain
Z Che, S Purushotham, Y Liu
arXiv preprint arXiv:1512.03542, 2015
1542015
Variational Recurrent Adversarial Deep Domain Adaptation
S Purushotham, W Carvalho, T Nilanon, Y Liu
International Conference on Learning Representations (ICLR), 2017
1282017
Survival outcome prediction in cervical cancer: Cox models vs deep-learning model
K Matsuo, S Purushotham, B Jiang, RS Mandelbaum, T Takiuchi, Y Liu, ...
American journal of obstetrics and gynecology 220 (4), 381. e1-381. e14, 2019
1222019
Exploratory analysis of covid-19 tweets using topic modeling, umap, and digraphs
C Ordun, S Purushotham, E Raff
arXiv preprint arXiv:2005.03082, 2020
1212020
Exploratory Analysis of Covid-19 Tweets using Topic Modeling, UMAP, and DiGraphs
C Ordun, S Purushotham, E Raff
epiDAMIK 3.0: The 3rd International workshop on Epidemiology meets Data …, 2020
1212020
A deep‐learning model using automated performance metrics and clinical features to predict urinary continence recovery after robot‐assisted radical prostatectomy
AJ Hung, J Chen, S Ghodoussipour, PJ Oh, Z Liu, J Nguyen, ...
BJU international 124 (3), 487-495, 2019
1142019
Normal/Abnormal Heart Sound Recordings Classification Using Convolutional Neural Network
T Nilanon, J Yao, J Hao, S Purushotham, Y Liu
Computing in Cardiology, 2016
1132016
A review of earth artificial intelligence
Z Sun, L Sandoval, R Crystal-Ornelas, SM Mousavi, J Wang, C Lin, ...
Computers & Geosciences 159, 105034, 2022
1062022
Interpretable deep learning framework for mining and predictive modeling of health care data
Y Liu, Z Che, S Purushotham
US Patent 11,144,825, 2021
822021
Neural interaction transparency (nit): Disentangling learned interactions for improved interpretability
M Tsang, H Liu, S Purushotham, P Murali, Y Liu
Advances in neural information processing systems 31, 2018
732018
Association of tumor differentiation grade and survival of women with squamous cell carcinoma of the uterine cervix
K Matsuo, RS Mandelbaum, H Machida, S Purushotham, BH Grubbs, ...
Journal of gynecologic oncology 29 (6), 2018
542018
MedFuseNet: Attention-based Multimodal deep learning model for Visual Question Answering in the Medical Domain
D Sharma, S Purushotham, CK Reddy
Nature Scientific Reports, 2021
502021
Hierarchical deep generative models for multi-rate multivariate time series
Z Che, S Purushotham, G Li, B Jiang, Y Liu
International Conference on Machine Learning, 784-793, 2018
472018
Recurrent neural networks for multivariate time series with missing values. Sci. Rep. 8, 6085
Z Che, S Purushotham, K Cho, D Sontag, Y Liu
472018
Personalized group recommender systems for location-and event-based social networks
S Purushotham, CCJ Kuo
ACM Transactions on Spatial Algorithms and Systems (TSAS) 2 (4), 1-29, 2016
422016
Measuring and predicting tag importance for image retrieval
S Li, S Purushotham, C Chen, Y Ren, CCJ Kuo
IEEE transactions on pattern analysis and machine intelligence 39 (12), 2423 …, 2017
392017
The system can't perform the operation now. Try again later.
Articles 1–20