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2002.06588
Cited By
Automated Labelling using an Attention model for Radiology reports of MRI scans (ALARM)
International Conference on Medical Imaging with Deep Learning (MIDL), 2020
16 February 2020
D. Wood
J. Lynch
S. Kafiabadi
Emily Guilhem
A. A. Busaidi
Antanas Montvila
Thomas Varsavsky
Juveria Siddiqui
N. Gadapa
Matthew Townend
Martin Kiik
Keena Patel
Gareth J. Barker
S. Ourselin
James H. Cole
Thomas C Booth
MedIm
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Papers citing
"Automated Labelling using an Attention model for Radiology reports of MRI scans (ALARM)"
17 / 17 papers shown
RadEx: A Framework for Structured Information Extraction from Radiology Reports based on Large Language Models
Daniel Reichenpfader
Jonas Knupp
André Sander
Kerstin Denecke
MedIm
114
0
0
14 Jun 2024
A Dual-View Approach to Classifying Radiology Reports by Co-Training
International Conference on Language Resources and Evaluation (LREC), 2024
Yutong Han
Yan Yuan
Lili Mou
155
1
0
10 Jun 2024
Automated data processing and feature engineering for deep learning and big data applications: a survey
Journal of Information and Intelligence (JII), 2024
A. Mumuni
F. Mumuni
TPM
267
129
0
18 Mar 2024
Enhancing chest X-ray datasets with privacy-preserving large language models and multi-type annotations: a data-driven approach for improved classification
Ricardo Bigolin Lanfredi
Pritam Mukherjee
Ronald M. Summers
186
8
0
06 Mar 2024
A Survey of Large Language Models in Medicine: Progress, Application, and Challenge
Hongjian Zhou
Fenglin Liu
Boyang Gu
Xinyu Zou
Jinfa Huang
...
Yefeng Zheng
Lei A. Clifton
Zheng Li
Fenglin Liu
David Clifton
LM&MA
726
184
0
09 Nov 2023
Improving Image Classification of Knee Radiographs: An Automated Image Labeling Approach
Jikai Zhang
Carlos Santos
Christine Park
Maciej A. Mazurowski
R. Colglazier
116
3
0
06 Sep 2023
Advancing Medical Imaging with Language Models: A Journey from N-grams to ChatGPT
Mingzhe Hu
Shaoyan Pan
Yuheng Li
Xiaofeng Yang
LM&MA
233
49
0
11 Apr 2023
Weakly Supervised Learning with Automated Labels from Radiology Reports for Glioma Change Detection
Tommaso Di Noto
Meritxell Bach Cuadra
Chirine Atat
E. Teiga
M. Hegi
A. Hottinger
P. Hagmann
J. Richiardi
MedIm
137
1
0
18 Oct 2022
Application of Deep Learning in Generating Structured Radiology Reports: A Transformer-Based Technique
Journal of digital imaging (JDI), 2022
Seyed Ali Reza Moezzi
Abdolrahman Ghaedi
M. Rahmanian
Seyedeh Zahra Mousavi
A. Sami
MedIm
87
14
0
25 Sep 2022
Multistep Automated Data Labelling Procedure (MADLaP) for Thyroid Nodules on Ultrasound: An Artificial Intelligence Approach for Automating Image Annotation
Jikai Zhang
Maciej A. Mazurowski
B. Allen
B. Wildman-Tobriner
141
8
0
28 Jun 2022
Automated triaging of head MRI examinations using convolutional neural networks
D. Wood
S. Kafiabadi
A. A. Busaidi
Emily Guilhem
Antanas Montvila
...
Matthew Townend
Gareth J. Barker
Sebastien Ourselin
James H. Cole
Thomas C Booth
125
6
0
15 Jun 2021
AMMU : A Survey of Transformer-based Biomedical Pretrained Language Models
Journal of Biomedical Informatics (JBI), 2021
Katikapalli Subramanyam Kalyan
A. Rajasekharan
S. Sangeetha
LM&MA
MedIm
384
191
0
16 Apr 2021
A Systematic Review of Natural Language Processing Applied to Radiology Reports
Arlene Casey
Emma Davidson
Michael Poon
Hang Dong
Daniel Duma
...
Víctor Suárez-Paniagua
Richard Tobin
William Whiteley
Honghan Wu
Beatrice Alex
AI4CE
183
153
0
18 Feb 2021
Multimodal Learning for Cardiovascular Risk Prediction using EHR Data
ACM International Conference on Bioinformatics, Computational Biology and Biomedicine (ACM-BCB), 2020
A. Bagheri
T. K. Groenhof
W. B. Veldhuis
P. A. Jong
F. Asselbergs
Daniel L. Oberski
142
20
0
27 Aug 2020
Paying Per-label Attention for Multi-label Extraction from Radiology Reports
Patrick Schrempf
Hannah I. Watson
Shadia S. Mikhael
Maciej Pajak
Matús Falis
Aneta Lisowska
K. Muir
David Harris-Birtill
Alison Q. OÑeil
147
8
0
31 Jul 2020
Labelling imaging datasets on the basis of neuroradiology reports: a validation study
D. Wood
S. Kafiabadi
A. A. Busaidi
Emily Guilhem
J. Lynch
...
M. Benger
Gareth J. Barker
S. Ourselin
James H. Cole
Thomas C Booth
260
17
0
08 Jul 2020
CheXbert: Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Akshay Smit
Saahil Jain
Pranav Rajpurkar
Anuj Pareek
A. Ng
M. Lungren
MedIm
356
425
0
20 Apr 2020
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