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Matthew P Lungren
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Chexnet: Radiologist-level pneumonia detection on chest x-rays with deep learning
P Rajpurkar, J Irvin, K Zhu, B Yang, H Mehta, T Duan, D Ding, A Bagul, ...
arXiv preprint arXiv:1711.05225, 2017
19642017
Chexpert: A large chest radiograph dataset with uncertainty labels and expert comparison
J Irvin, P Rajpurkar, M Ko, Y Yu, S Ciurea-Ilcus, C Chute, H Marklund, ...
Proceedings of the AAAI conference on artificial intelligence 33 (01), 590-597, 2019
11732019
Deep learning for chest radiograph diagnosis: A retrospective comparison of the CheXNeXt algorithm to practicing radiologists
P Rajpurkar, J Irvin, RL Ball, K Zhu, B Yang, H Mehta, T Duan, D Ding, ...
PLoS medicine 15 (11), e1002686, 2018
7302018
Deep-learning-assisted diagnosis for knee magnetic resonance imaging: development and retrospective validation of MRNet
N Bien, P Rajpurkar, RL Ball, J Irvin, A Park, E Jones, M Bereket, BN Patel, ...
PLoS medicine 15 (11), e1002699, 2018
3642018
MIMIC-CXR-JPG, a large publicly available database of labeled chest radiographs
AEW Johnson, TJ Pollard, NR Greenbaum, MP Lungren, C Deng, Y Peng, ...
arXiv preprint arXiv:1901.07042, 2019
3262019
Preparing medical imaging data for machine learning
MJ Willemink, WA Koszek, C Hardell, J Wu, D Fleischmann, H Harvey, ...
Radiology 295 (1), 4-15, 2020
3212020
Performance of a deep-learning neural network model in assessing skeletal maturity on pediatric hand radiographs
DB Larson, MC Chen, MP Lungren, SS Halabi, NV Stence, CP Langlotz
Radiology 287 (1), 313-322, 2018
3042018
A roadmap for foundational research on artificial intelligence in medical imaging: from the 2018 NIH/RSNA/ACR/The Academy Workshop
CP Langlotz, B Allen, BJ Erickson, J Kalpathy-Cramer, K Bigelow, ...
Radiology 291 (3), 781, 2019
2342019
MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports
AEW Johnson, TJ Pollard, SJ Berkowitz, NR Greenbaum, MP Lungren, ...
Scientific data 6 (1), 1-8, 2019
2282019
Mura: Large dataset for abnormality detection in musculoskeletal radiographs
P Rajpurkar, J Irvin, A Bagul, D Ding, T Duan, H Mehta, B Yang, K Zhu, ...
arXiv preprint arXiv:1712.06957, 2017
2262017
Deep learning to classify radiology free-text reports
MC Chen, RL Ball, L Yang, N Moradzadeh, BE Chapman, DB Larson, ...
Radiology 286 (3), 845-852, 2018
1702018
Comparative effectiveness of convolutional neural network (CNN) and recurrent neural network (RNN) architectures for radiology text report classification
I Banerjee, Y Ling, MC Chen, SA Hasan, CP Langlotz, N Moradzadeh, ...
Artificial intelligence in medicine 97, 79-88, 2019
1482019
Assessment of convolutional neural networks for automated classification of chest radiographs
JA Dunnmon, D Yi, CP Langlotz, C Ré, DL Rubin, MP Lungren
Radiology 290 (2), 537, 2019
1462019
Deep learning–assisted diagnosis of cerebral aneurysms using the HeadXNet model
A Park, C Chute, P Rajpurkar, J Lou, RL Ball, K Shpanskaya, ...
JAMA network open 2 (6), e195600-e195600, 2019
1292019
Fusion of medical imaging and electronic health records using deep learning: a systematic review and implementation guidelines
SC Huang, A Pareek, S Seyyedi, I Banerjee, MP Lungren
NPJ digital medicine 3 (1), 1-9, 2020
1132020
CheXNet: Radiologist-level pneumonia detection on chest x-rays with deep learning. arXiv
P Rajpurkar, J Irvin, K Zhu, B Yang, H Mehta, T Duan, D Ding, A Bagul, ...
arXiv preprint arXiv:1711.05225, 2017
1052017
CheXNet: radiologist-level pneumonia detection on chest x-rays with deep learning. 2017
P Rajpurkar, J Irvin, K Zhu, B Yang, H Mehta, T Duan, D Ding, A Bagul, ...
arXiv preprint arXiv:1711.05225, 2020
1002020
Human–machine partnership with artificial intelligence for chest radiograph diagnosis
BN Patel, L Rosenberg, G Willcox, D Baltaxe, M Lyons, J Irvin, ...
NPJ digital medicine 2 (1), 1-10, 2019
982019
Construction of a machine learning dataset through collaboration: the RSNA 2019 brain CT hemorrhage challenge
AE Flanders, LM Prevedello, G Shih, SS Halabi, J Kalpathy-Cramer, ...
Radiology: Artificial Intelligence 2 (3), e190211, 2020
812020
Transjugular intrahepatic portosystemic shunt complications: prevention and management
PV Suhocki, MP Lungren, B Kapoor, CY Kim
Seminars in Interventional Radiology 32 (02), 123-132, 2015
782015
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