Clustering Interval-Censored Time-Series for Disease Phenotyping

Clustering Interval-Censored Time-Series for Disease Phenotyping

13 February 2021

Rahul G. Krishnan

Papers citing "Clustering Interval-Censored Time-Series for Disease Phenotyping"

12 / 12 papers shown

Title
Learning Disease Progression Models That Capture Health Disparities Erica Chiang Divya Shanmugam Ashley N. Beecy Gabriel Sayer Nir Uriel Deborah Estrin N. Garg 94 0 0 20 Dec 2024
A Survey on Deep Learning based Time Series Analysis with Frequency Transformation Kun Yi Qi Zhang LongBing Cao Shoujin Wang Guodong Long Liang Hu Hui He ZhenDong Niu Wei Fan Hui Xiong AI4TS 114 23 0 04 Feb 2023
Ethical Machine Learning in Health Care Irene Y. Chen Emma Pierson Sherri Rose Shalmali Joshi Kadija Ferryman Marzyeh Ghassemi AILaw 67 386 0 22 Sep 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 493 42,407 0 03 Dec 2019
Inferring Multidimensional Rates of Aging from Cross-Sectional Data Emma Pierson Pang Wei Koh Tatsunori Hashimoto D. Koller J. Leskovec N. Eriksson Percy Liang 35 10 0 12 Jul 2018
Estimating Missing Data in Temporal Data Streams Using Multi-directional Recurrent Neural Networks Jinsung Yoon W. Zame Mihaela van der Schaar AI4TS 59 236 0 23 Nov 2017
SPARTan: Scalable PARAFAC2 for Large & Sparse Data Ioakeim Perros Evangelos E. Papalexakis Fei Wang R. Vuduc Elizabeth Searles Michael Thompson Jimeng Sun 41 73 0 13 Mar 2017
Soft-DTW: a Differentiable Loss Function for Time-Series Marco Cuturi Mathieu Blondel AI4TS 169 623 0 05 Mar 2017
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,039 0 22 Dec 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 452 16,933 0 20 Dec 2013
Unsupervised Joint Alignment and Clustering using Bayesian Nonparametrics Marwan A. Mattar Allen R. Hanson Erik Learned-Miller 80 19 0 16 Oct 2012
Finding Anomalous Periodic Time Series: An Application to Catalogs of Periodic Variable Stars U. Rebbapragada P. Protopapas C. Brodley Charles R. Alcock AI4TS 62 133 0 21 May 2009