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1902.03376
Cited By
Measuring Patient Similarities via a Deep Architecture with Medical Concept Embedding
Industrial Conference on Data Mining (ICDM), 2016
9 February 2019
Zihao Zhu
Changchang Yin
B. Qian
Yu Cheng
Jishang Wei
Fei Wang
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Papers citing
"Measuring Patient Similarities via a Deep Architecture with Medical Concept Embedding"
28 / 28 papers shown
Patient Similarity Computation for Clinical Decision Support: An Efficient Use of Data Transformation, Combining Static and Time Series Data
J. K. Sana
M. Masud
Mizanur Rahman
Mahmudur Rahman
133
0
0
08 Jun 2025
Augmented Risk Prediction for the Onset of Alzheimer's Disease from Electronic Health Records with Large Language Models
Jiankun Wang
Sumyeong Ahn
Taykhoom Dalal
Xiaodan Zhang
Weishen Pan
Qiannan Zhang
Bin Chen
H. H. Dodge
Haiwei Yang
Jiayu Zhou
LM&MA
186
5
0
26 May 2024
Rethinking Human-AI Collaboration in Complex Medical Decision Making: A Case Study in Sepsis Diagnosis
International Conference on Human Factors in Computing Systems (CHI), 2023
Shao Zhang
Jianing Yu
Xuhai Xu
Changchang Yin
Yuxuan Lu
...
Melanie Tory
Lace M. Padilla
Jeffrey Caterino
Ping Zhang
Dakuo Wang
403
90
0
17 Sep 2023
Hypergraph Convolutional Networks for Fine-grained ICU Patient Similarity Analysis and Risk Prediction
IEEE International Conference on Healthcare Informatics (ICHI), 2023
Yuxi Liu
Zhenhao Zhang
S. Qin
Flora D. Salim
Antonio Jimeno Yepes
Jun Shen
Jiang Bian
330
4
0
24 Aug 2023
Toward Cohort Intelligence: A Universal Cohort Representation Learning Framework for Electronic Health Record Analysis
Changshuo Liu
Wenqiao Zhang
Beng Chin Ooi
J. Yip
Lingze Zeng
Kaiping Zheng
292
2
0
10 Apr 2023
Dynamic Healthcare Embeddings for Improving Patient Care
International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2022
Hankyu Jang
Sulyun Lee
D. M. H. Hasan
P. Polgreen
Sriram V. Pemmaraju
Interdisciplinary Graduate Program in Informatics
AI4TS
172
2
0
21 Mar 2023
Modeling electronic health record data using a knowledge-graph-embedded topic model
Yuesong Zou
Ahmad Pesaranghader
Aman Verma
David L. Buckeridge
Yue Li
192
1
0
03 Jun 2022
SparGE: Sparse Coding-based Patient Similarity Learning via Low-rank Constraints and Graph Embedding
IEEE International Joint Conference on Neural Network (IJCNN), 2022
Xian Wei
See-Kiong Ng
Tongtong Zhang
Yingjie Liu
191
2
0
03 Feb 2022
Longitudinal patient stratification of electronic health records with flexible adjustment for clinical outcomes
Oliver Carr
A. Javer
P. Rockenschaub
O. Parsons
Robert Durichen
251
6
0
11 Nov 2021
Deep learning for temporal data representation in electronic health records: A systematic review of challenges and methodologies
Journal of Biomedical Informatics (JBI), 2021
F. Xie
Han Yuan
Yilin Ning
M. Ong
Mengling Feng
Wynne Hsu
B. Chakraborty
Nan Liu
329
142
0
21 Jul 2021
Neural Natural Language Processing for Unstructured Data in Electronic Health Records: a Review
Irene Li
Jessica Pan
Jeremy Goldwasser
Neha Verma
Wai Pan Wong
...
Matthew Zhang
David Chang
R. Taylor
H. Krumholz
Dragomir R. Radev
BDL
287
212
0
07 Jul 2021
Deep Semi-Supervised Embedded Clustering (DSEC) for Stratification of Heart Failure Patients
Oliver Carr
Stojan Jovanovic
L. Albergante
Fernando Andreotti
Robert Durichen
Nadia Lipunova
J. Baxter
Rabia T. Khan
B. Irving
204
4
0
24 Dec 2020
PCPs: Patient Cardiac Prototypes
Dani Kiyasseh
T. Zhu
David Clifton
123
1
0
28 Nov 2020
Online Disease Self-diagnosis with Inductive Heterogeneous Graph Convolutional Networks
The Web Conference (WWW), 2020
Zifeng Wang
Rui Wen
Xi Chen
Shilei Cao
Shao-Lun Huang
B. Qian
Yefeng Zheng
325
35
0
06 Sep 2020
Phenotypical Ontology Driven Framework for Multi-Task Learning
ACM Conference on Health, Inference, and Learning (CHIL), 2020
Mohamed F. Ghalwash
Zijun Yao
Prithwish Chakraborty
James Codella
Daby M. Sow
175
3
0
04 Sep 2020
Patient Similarity Analysis with Longitudinal Health Data
Ahmed Allam
Matthias Dittberner
A. Sintsova
D. Brodbeck
Michael Krauthammer
245
17
0
14 May 2020
ODVICE: An Ontology-Driven Visual Analytic Tool for Interactive Cohort Extraction
Mohamed F. Ghalwash
Zijun Yao
Prithwish Chakraborty
James Codella
Daby M. Sow
214
2
0
13 May 2020
Deep Representation Learning of Electronic Health Records to Unlock Patient Stratification at Scale
npj Digital Medicine (NPJ Digit Med), 2020
Isotta Landi
B. Glicksberg
Hao-Chih Lee
S. Cherng
Giulia Landi
M. Danieletto
J. Dudley
Cesare Furlanello
Riccardo Miotto
262
188
0
14 Mar 2020
Comparative Visual Analytics for Assessing Medical Records with Sequence Embedding
Visual Informatics (VI), 2020
Rongchen Guo
Takanori Fujiwara
Yiran Li
K. Lima
S. Sen
N. Tran
K. Ma
169
36
0
18 Feb 2020
Structure Learning with Similarity Preserving
Neural Networks (NN), 2019
Zhao Kang
Xiao Lu
Yiwei Lu
Chong Peng
Zenglin Xu
268
44
0
03 Dec 2019
Representation Learning of EHR Data via Graph-Based Medical Entity Embedding
Tong Wu
Yunlong Wang
Yue Wang
E. Zhao
Yilian Yuan
Zhi Yang
AI4TS
199
15
0
07 Oct 2019
What Clinicians Want: Contextualizing Explainable Machine Learning for Clinical End Use
Machine Learning in Health Care (MLHC), 2019
S. Tonekaboni
Shalmali Joshi
M. Mccradden
Anna Goldenberg
361
542
0
13 May 2019
Inpatient2Vec: Medical Representation Learning for Inpatients
Ying Wang
Xiao Xu
Tao Jin
Xiang Li
Guotong Xie
Jianmin Wang
AI4TS
325
21
0
18 Apr 2019
SECNLP: A Survey of Embeddings in Clinical Natural Language Processing
Journal of Biomedical Informatics (JBI), 2019
Katikapalli Subramanyam Kalyan
S. Sangeetha
420
95
0
04 Mar 2019
Deep Ensemble Tensor Factorization for Longitudinal Patient Trajectories Classification
E. Brouwer
Jaak Simm
Adam Arany
Yves Moreau
205
7
0
26 Nov 2018
Medical Concept Embedding with Time-Aware Attention
Xiangrui Cai
Jinyang Gao
K. Ngiam
Beng Chin Ooi
Ying Zhang
Xiaojie Yuan
320
67
0
06 Jun 2018
Multi-View Graph Convolutional Network and Its Applications on Neuroimage Analysis for Parkinson's Disease
Xi Sheryl Zhang
Lifang He
Kun Chen
Yuan Luo
Jiayu Zhou
Fei Wang
231
104
0
22 May 2018
Context Embedding Networks
Kun Ho Kim
Oisin Mac Aodha
Pietro Perona
273
11
0
22 Sep 2017
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