TASTE: Temporal and Static Tensor Factorization for Phenotyping
Electronic Health Records

TASTE: Temporal and Static Tensor Factorization for Phenotyping Electronic Health Records

13 November 2019

Walter F. Stewart

Jimeng Sun

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Papers citing "TASTE: Temporal and Static Tensor Factorization for Phenotyping Electronic Health Records"

13 / 13 papers shown

Title
PARAFAC2-based Coupled Matrix and Tensor Factorizations with Constraints Carla Schenker Xiulin Wang David Horner Morten A. Rasmussen E. Acar 88 0 0 18 Jun 2024
SWoTTeD: An Extension of Tensor Decomposition to Temporal Phenotyping Hana Sebia Thomas Guyet Etienne Audureau 67 1 0 02 Oct 2023
PheME: A deep ensemble framework for improving phenotype prediction from multi-modal data Shenghan Zhang Haoxuan Li Ruixiang Tang Sirui Ding L. Rasmy Degui Zhi Na Zou Helen Zhou 66 5 0 19 Mar 2023
PARAFAC2-based Coupled Matrix and Tensor Factorizations Carla Schenker Xiulin Wang E. Acar 61 5 0 24 Oct 2022
Unsupervised EHR-based Phenotyping via Matrix and Tensor Decompositions Florian Becker A. Smilde E. Acar 62 5 0 01 Sep 2022
MULTIPAR: Supervised Irregular Tensor Factorization with Multi-task Learning Yifei Ren Jian Lou Li Xiong Joyce C. Ho Xiaoqian Jiang Sivasubramanium Bhavan OOD 71 3 0 01 Aug 2022
DPar2: Fast and Scalable PARAFAC2 Decomposition for Irregular Dense Tensors Jun-Gi Jang U. Kang 45 11 0 24 Mar 2022
Compensating trajectory bias for unsupervised patient stratification using adversarial recurrent neural networks A. Javer O. Parsons Oliver Carr J. Baxter C. Diedrich E. Elcci Steffen Schaper K. Coboeken Robert Durichen 28 1 0 14 Dec 2021
Deep learning for temporal data representation in electronic health records: A systematic review of challenges and methodologies F. Xie Han Yuan Yilin Ning M. Ong Mengling Feng Wynne Hsu B. Chakraborty Nan Liu 99 89 0 21 Jul 2021
PANTHER: Pathway Augmented Nonnegative Tensor factorization for HighER-order feature learning Yuan Luo Chengsheng Mao MedIm 58 12 0 15 Dec 2020
SWIFT: Scalable Wasserstein Factorization for Sparse Nonnegative Tensors Ardavan Afshar Kejing Yin Sherry H. F. Yan Cheng Qian Joyce C. Ho Haesun Park Jimeng Sun 38 11 0 08 Oct 2020
Pay Attention to Evolution: Time Series Forecasting with Deep Graph-Evolution Learning Gabriel Spadon linda Qiao Bruno Brandoli Stan Matwin Jose F. Rodrigues-Jr Jimeng Sun AI4TS 60 59 0 28 Aug 2020
DeepMSRF: A novel Deep Multimodal Speaker Recognition framework with Feature selection Ehsan Asali Farzan Shenavarmasouleh F. Mohammadi P. Suresh H. Arabnia 65 19 0 14 Jul 2020