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Improvement and Multi-Population Generalizability of a Deep Learning-Based Chest Radiograph Severity Score for COVID-19.
Li MD, Arun NT, Aggarwal M, Gupta S, Singh P, Little BP, Mendoza DP, Corradi GCA, Takahashi MS, Ferraciolli SF, Succi MD, Lang M, Bizzo BC, Dayan I, Kitamura FC, Kalpathy-Cramer J. Li MD, et al. Among authors: singh p. medRxiv [Preprint]. 2020 Sep 18:2020.09.15.20195453. doi: 10.1101/2020.09.15.20195453. medRxiv. 2020. Update in: Medicine (Baltimore). 2022 Jul 22;101(29):e29587. doi: 10.1097/MD.0000000000029587 PMID: 32995811 Free PMC article. Updated. Preprint.
Automated assessment of COVID-19 pulmonary disease severity on chest radiographs using convolutional Siamese neural networks.
Li MD, Arun NT, Gidwani M, Chang K, Deng F, Little BP, Mendoza DP, Lang M, Lee SI, O'Shea A, Parakh A, Singh P, Kalpathy-Cramer J. Li MD, et al. Among authors: singh p. medRxiv [Preprint]. 2020 May 26:2020.05.20.20108159. doi: 10.1101/2020.05.20.20108159. medRxiv. 2020. Update in: Radiol Artif Intell. 2020 Jul 22;2(4):e200079. doi: 10.1148/ryai.2020200079 PMID: 32511570 Free PMC article. Updated. Preprint.
Multi-Institutional Assessment and Crowdsourcing Evaluation of Deep Learning for Automated Classification of Breast Density.
Chang K, Beers AL, Brink L, Patel JB, Singh P, Arun NT, Hoebel KV, Gaw N, Shah M, Pisano ED, Tilkin M, Coombs LP, Dreyer KJ, Allen B, Agarwal S, Kalpathy-Cramer J. Chang K, et al. Among authors: singh p. J Am Coll Radiol. 2020 Dec;17(12):1653-1662. doi: 10.1016/j.jacr.2020.05.015. Epub 2020 Jun 24. J Am Coll Radiol. 2020. PMID: 32592660 Free PMC article.
Deep Learning for the Diagnosis of Stage in Retinopathy of Prematurity: Accuracy and Generalizability across Populations and Cameras.
Chen JS, Coyner AS, Ostmo S, Sonmez K, Bajimaya S, Pradhan E, Valikodath N, Cole ED, Al-Khaled T, Chan RVP, Singh P, Kalpathy-Cramer J, Chiang MF, Campbell JP. Chen JS, et al. Among authors: singh p. Ophthalmol Retina. 2021 Oct;5(10):1027-1035. doi: 10.1016/j.oret.2020.12.013. Epub 2021 Feb 6. Ophthalmol Retina. 2021. PMID: 33561545 Free PMC article.
Automated Assessment and Tracking of COVID-19 Pulmonary Disease Severity on Chest Radiographs using Convolutional Siamese Neural Networks.
Li MD, Arun NT, Gidwani M, Chang K, Deng F, Little BP, Mendoza DP, Lang M, Lee SI, O'Shea A, Parakh A, Singh P, Kalpathy-Cramer J. Li MD, et al. Among authors: singh p. Radiol Artif Intell. 2020 Jul 22;2(4):e200079. doi: 10.1148/ryai.2020200079. eCollection 2020 Jul. Radiol Artif Intell. 2020. PMID: 33928256 Free PMC article.
Multi-population generalizability of a deep learning-based chest radiograph severity score for COVID-19.
Li MD, Arun NT, Aggarwal M, Gupta S, Singh P, Little BP, Mendoza DP, Corradi GCA, Takahashi MS, Ferraciolli SF, Succi MD, Lang M, Bizzo BC, Dayan I, Kitamura FC, Kalpathy-Cramer J. Li MD, et al. Among authors: singh p. Medicine (Baltimore). 2022 Jul 22;101(29):e29587. doi: 10.1097/MD.0000000000029587. Medicine (Baltimore). 2022. PMID: 35866818 Free PMC article.
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