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Active learning for medical code assignment

Active learning for medical code assignment

12 April 2021
M. D. Ferreira
Michal Malyska
Nicola Sahar
Riccardo Miotto
F. Paulovich
E. Milios
ArXiv (abs)PDFHTML

Papers citing "Active learning for medical code assignment"

9 / 9 papers shown
Title
Dilated Convolutional Attention Network for Medical Code Assignment from
  Clinical Text
Dilated Convolutional Attention Network for Medical Code Assignment from Clinical Text
Shaoxiong Ji
Min Zhang
Pekka Marttinen
MedIm
40
35
0
30 Sep 2020
BatchBALD: Efficient and Diverse Batch Acquisition for Deep Bayesian
  Active Learning
BatchBALD: Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning
Andreas Kirsch
Joost R. van Amersfoort
Y. Gal
FedML
87
629
0
19 Jun 2019
Learning Loss for Active Learning
Learning Loss for Active Learning
Donggeun Yoo
In So Kweon
UQCV
85
663
0
09 May 2019
BioBERT: a pre-trained biomedical language representation model for
  biomedical text mining
BioBERT: a pre-trained biomedical language representation model for biomedical text mining
Jinhyuk Lee
Wonjin Yoon
Sungdong Kim
Donghyeon Kim
Sunkyu Kim
Chan Ho So
Jaewoo Kang
OOD
182
5,674
0
25 Jan 2019
Explainable Prediction of Medical Codes from Clinical Text
Explainable Prediction of Medical Codes from Clinical Text
J. Mullenbach
Sarah Wiegreffe
J. Duke
Jimeng Sun
Jacob Eisenstein
FAtt
91
576
0
15 Feb 2018
An Empirical Evaluation of Deep Learning for ICD-9 Code Assignment using
  MIMIC-III Clinical Notes
An Empirical Evaluation of Deep Learning for ICD-9 Code Assignment using MIMIC-III Clinical Notes
Jinmiao Huang
C. Osorio
Luke Wicent Sy
62
111
0
07 Feb 2018
Providing theoretical learning guarantees to Deep Learning Networks
Providing theoretical learning guarantees to Deep Learning Networks
R. Mello
M. D. Ferreira
M. Ponti
37
6
0
28 Nov 2017
Deep Bayesian Active Learning with Image Data
Deep Bayesian Active Learning with Image Data
Y. Gal
Riashat Islam
Zoubin Ghahramani
BDLUQCV
75
1,739
0
08 Mar 2017
Cost-Effective Active Learning for Deep Image Classification
Cost-Effective Active Learning for Deep Image Classification
Keze Wang
Dongyu Zhang
Ya Li
Ruimao Zhang
Liang Lin
VLM
98
680
0
13 Jan 2017
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