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Radiomics Repeatability Pitfalls in a Scan-Rescan MRI Study of Glioblastoma.
Hoebel KV, Patel JB, Beers AL, Chang K, Singh P, Brown JM, Pinho MC, Batchelor TT, Gerstner ER, Rosen BR, Kalpathy-Cramer J. Hoebel KV, et al. Among authors: singh p. Radiol Artif Intell. 2020 Dec 16;3(1):e190199. doi: 10.1148/ryai.2020190199. eCollection 2021 Jan. Radiol Artif Intell. 2020. PMID: 33842889 Free PMC article.
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.
Applications of Artificial Intelligence for Retinopathy of Prematurity Screening.
Campbell JP, Singh P, Redd TK, Brown JM, Shah PK, Subramanian P, Rajan R, Valikodath N, Cole E, Ostmo S, Chan RVP, Venkatapathy N, Chiang MF, Kalpathy-Cramer J. Campbell JP, et al. Among authors: singh p. Pediatrics. 2021 Mar;147(3):e2020016618. doi: 10.1542/peds.2020-016618. Pediatrics. 2021. PMID: 33637645 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.
Single-Examination Risk Prediction of Severe Retinopathy of Prematurity.
Coyner AS, Chen JS, Singh P, Schelonka RL, Jordan BK, McEvoy CT, Anderson JE, Chan RVP, Sonmez K, Erdogmus D, Chiang MF, Kalpathy-Cramer J, Campbell JP. Coyner AS, et al. Among authors: singh p. Pediatrics. 2021 Dec 1;148(6):e2021051772. doi: 10.1542/peds.2021-051772. Pediatrics. 2021. PMID: 34814160 Free PMC article.
Federated Learning for Multicenter Collaboration in Ophthalmology: Improving Classification Performance in Retinopathy of Prematurity.
Lu C, Hanif A, Singh P, Chang K, Coyner AS, Brown JM, Ostmo S, Chan RVP, Rubin D, Chiang MF, Campbell JP, Kalpathy-Cramer J; Imaging and Informatics in Retinopathy of Prematurity Consortium Members of the Imaging and Informatics in Retinopathy of Prematurity research consortium are as follows. Lu C, et al. Among authors: singh p. Ophthalmol Retina. 2022 Aug;6(8):657-663. doi: 10.1016/j.oret.2022.02.015. Epub 2022 Mar 14. Ophthalmol Retina. 2022. PMID: 35296449
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