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Improving Clinical Outcome Predictions Using Convolution over Medical
  Entities with Multimodal Learning
v1v2 (latest)

Improving Clinical Outcome Predictions Using Convolution over Medical Entities with Multimodal Learning

24 November 2020
Batuhan Bardak
Mehmet Tan
ArXiv (abs)PDFHTMLGithub (12★)

Papers citing "Improving Clinical Outcome Predictions Using Convolution over Medical Entities with Multimodal Learning"

10 / 10 papers shown
CURENet: Combining Unified Representations for Efficient Chronic Disease Prediction
CURENet: Combining Unified Representations for Efficient Chronic Disease Prediction
Cong-Tinh Dao
Nguyen Minh Thao Phan
J. Ding
Chenwei Wu
David Restrepo
...
Pei-fu Chen
Ling-Hao Chen
Xinglong Ju
Feng Liu
Fang-Ming Hung
102
2
0
14 Nov 2025
Contrastive Learning on Multimodal Analysis of Electronic Health Records
Contrastive Learning on Multimodal Analysis of Electronic Health Records
Tianxi Cai
Feiqing Huang
Ryumei Nakada
Linjun Zhang
Doudou Zhou
262
4
0
22 Mar 2024
Knowledge Graph Representations to enhance Intensive Care Time-Series
  Predictions
Knowledge Graph Representations to enhance Intensive Care Time-Series Predictions
Samyak Jain
Manuel Burger
Gunnar Rätsch
Rita Kuznetsova
188
4
0
13 Nov 2023
Patient Outcome Predictions Improve Operations at a Large Hospital
  Network
Patient Outcome Predictions Improve Operations at a Large Hospital Network
Liangyuan Na
Kimberly Villalobos Carballo
J. Pauphilet
Ali Haddad-Sisakht
D. Kombert
...
Andrew Castiglione
Maram Khalifa
Pooja Hebbal
Barry Stein
Dimitris Bertsimas
OOD
125
11
0
25 May 2023
Multimodal Machine Learning in Precision Health
Multimodal Machine Learning in Precision Health
Adrienne S. Kline
Hanyin Wang
Yikuan Li
Saya Dennis
M. Hutch
Zhenxing Xu
Fei Wang
F. Cheng
Yuan Luo
176
16
0
10 Apr 2022
Integrated multimodal artificial intelligence framework for healthcare
  applications
Integrated multimodal artificial intelligence framework for healthcare applicationsnpj Digital Medicine (NDM), 2022
L. Soenksen
Yu Ma
C. Zeng
L. Boussioux
Kimberly Villalobos Carballo
Liangyuan Na
H. Wiberg
Michael Lingzhi Li
Ignacio Fuentes
Dimitris Bertsimas
423
262
0
25 Feb 2022
Multimodal data matters: language model pre-training over structured and
  unstructured electronic health records
Multimodal data matters: language model pre-training over structured and unstructured electronic health recordsIEEE journal of biomedical and health informatics (IEEE JBHI), 2022
Sicen Liu
Xiaolong Wang
Yongshuai Hou
Ge Li
Hui Wang
Huiqin Xu
Yang Xiang
Buzhou Tang
414
46
0
25 Jan 2022
Machine Learning for Multimodal Electronic Health Records-based
  Research: Challenges and Perspectives
Machine Learning for Multimodal Electronic Health Records-based Research: Challenges and Perspectives
Ziyi Liu
Jiaqi Zhang
Yongshuai Hou
Xinran Zhang
Ge Li
Yang Xiang
317
19
0
09 Nov 2021
Using Clinical Drug Representations for Improving Mortality and Length
  of Stay Predictions
Using Clinical Drug Representations for Improving Mortality and Length of Stay Predictions
Batuhan Bardak
Mehmet Tan
125
3
0
17 Oct 2021
Patient Outcome and Zero-shot Diagnosis Prediction with
  Hypernetwork-guided Multitask Learning
Patient Outcome and Zero-shot Diagnosis Prediction with Hypernetwork-guided Multitask LearningConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
Shaoxiong Ji
Pekka Marttinen
243
6
0
07 Sep 2021
1
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