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Improving Hospital Mortality Prediction with Medical Named Entities and
  Multimodal Learning

Improving Hospital Mortality Prediction with Medical Named Entities and Multimodal Learning

29 November 2018
Mengqi Jin
M. T. Bahadori
Aaron Colak
Parminder Bhatia
B. Celikkaya
Ram Bhakta
Selvan Senthivel
Mohammad Khalilia
Daniel Navarro
Borui Zhang
T. Doman
Arun Ravi
Matthieu Liger
Taha A. Kass-Hout
ArXivPDFHTML

Papers citing "Improving Hospital Mortality Prediction with Medical Named Entities and Multimodal Learning"

12 / 12 papers shown
Title
FineEHR: Refine Clinical Note Representations to Improve Mortality
  Prediction
FineEHR: Refine Clinical Note Representations to Improve Mortality Prediction
Jun Wu
Xuesong Ye
Chengjie Mou
Weina Dai
64
18
0
24 Apr 2023
Integrated multimodal artificial intelligence framework for healthcare
  applications
Integrated multimodal artificial intelligence framework for healthcare applications
L. Soenksen
Yu Ma
C. Zeng
L. Boussioux
Kimberly Villalobos Carballo
Liangyuan Na
H. Wiberg
Michael Lingzhi Li
Ignacio Fuentes
Dimitris Bertsimas
33
151
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 records
Sicen Liu
Xiaolong Wang
Yongshuai Hou
Ge Li
Hui Wang
Huiqin Xu
Yang Xiang
Buzhou Tang
52
30
0
25 Jan 2022
Literature-Augmented Clinical Outcome Prediction
Literature-Augmented Clinical Outcome Prediction
Aakanksha Naik
Sravanthi Parasa
Sergey Feldman
Lucy Lu Wang
Tom Hope
LM&MA
26
25
0
16 Nov 2021
Improving Early Sepsis Prediction with Multi Modal Learning
Improving Early Sepsis Prediction with Multi Modal Learning
Fred Qin
V. Madan
Ujjwal Ratan
Zohar Karnin
Vishaal Kapoor
Parminder Bhatia
Taha A. Kass-Hout
34
5
0
23 Jul 2021
Neural Natural Language Processing for Unstructured Data in Electronic
  Health Records: a Review
Neural Natural Language Processing for Unstructured Data in Electronic Health Records: a Review
Irene Z Li
Jessica Pan
Jeremy Goldwasser
Neha Verma
Wai Pan Wong
...
Matthew Zhang
David Chang
R. Taylor
H. Krumholz
Dragomir R. Radev
BDL
21
154
0
07 Jul 2021
Multimodal Learning for Cardiovascular Risk Prediction using EHR Data
Multimodal Learning for Cardiovascular Risk Prediction using EHR Data
A. Bagheri
T. K. Groenhof
W. B. Veldhuis
P. A. Jong
F. Asselbergs
Daniel L. Oberski
21
15
0
27 Aug 2020
Comprehend Medical: a Named Entity Recognition and Relationship
  Extraction Web Service
Comprehend Medical: a Named Entity Recognition and Relationship Extraction Web Service
Parminder Bhatia
B. Celikkaya
Mohammed Khalilia
Selvan Senthivel
36
54
0
15 Oct 2019
Joint Entity Extraction and Assertion Detection for Clinical Text
Joint Entity Extraction and Assertion Detection for Clinical Text
Parminder Bhatia
B. Celikkaya
Mohammed Khalilia
MedIm
43
32
0
13 Dec 2018
Efficient Vector Representation for Documents through Corruption
Efficient Vector Representation for Documents through Corruption
Minmin Chen
54
117
0
08 Jul 2017
Multitask learning and benchmarking with clinical time series data
Multitask learning and benchmarking with clinical time series data
Hrayr Harutyunyan
Hrant Khachatrian
David C. Kale
Greg Ver Steeg
Aram Galstyan
OOD
AI4TS
35
857
0
22 Mar 2017
Recurrent Neural Networks for Multivariate Time Series with Missing
  Values
Recurrent Neural Networks for Multivariate Time Series with Missing Values
Zhengping Che
S. Purushotham
Kyunghyun Cho
David Sontag
Yan Liu
AI4TS
246
1,900
0
06 Jun 2016
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