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Classification and comparison via neural networks.
Yıldız İ, Tian P, Dy J, Erdoğmuş D, Brown J, Kalpathy-Cramer J, Ostmo S, Peter Campbell J, Chiang MF, Ioannidis S. Yıldız İ, et al. Among authors: erdogmus d. Neural Netw. 2019 Oct;118:65-80. doi: 10.1016/j.neunet.2019.06.004. Epub 2019 Jun 19. Neural Netw. 2019. PMID: 31254769 Free PMC article.
Automated Diagnosis of Plus Disease in Retinopathy of Prematurity Using Deep Convolutional Neural Networks.
Brown JM, Campbell JP, Beers A, Chang K, Ostmo S, Chan RVP, Dy J, Erdogmus D, Ioannidis S, Kalpathy-Cramer J, Chiang MF; Imaging and Informatics in Retinopathy of Prematurity (i-ROP) Research Consortium. Brown JM, et al. Among authors: erdogmus d. JAMA Ophthalmol. 2018 Jul 1;136(7):803-810. doi: 10.1001/jamaophthalmol.2018.1934. JAMA Ophthalmol. 2018. PMID: 29801159 Free PMC article.
Automated Fundus Image Quality Assessment in Retinopathy of Prematurity Using Deep Convolutional Neural Networks.
Coyner AS, Swan R, Campbell JP, Ostmo S, Brown JM, Kalpathy-Cramer J, Kim SJ, Jonas KE, Chan RVP, Chiang MF; Imaging and Informatics in Retinopathy of Prematurity Research Consortium. Coyner AS, et al. Ophthalmol Retina. 2019 May;3(5):444-450. doi: 10.1016/j.oret.2019.01.015. Epub 2019 Jan 31. Ophthalmol Retina. 2019. PMID: 31044738 Free PMC article.
Plus Disease in Retinopathy of Prematurity: Convolutional Neural Network Performance Using a Combined Neural Network and Feature Extraction Approach.
Yildiz VM, Tian P, Yildiz I, Brown JM, Kalpathy-Cramer J, Dy J, Ioannidis S, Erdogmus D, Ostmo S, Kim SJ, Chan RVP, Campbell JP, Chiang MF; Imaging and Informatics in Retinopathy of Prematurity (i-ROP) Research Consortium. Yildiz VM, et al. Among authors: erdogmus d. Transl Vis Sci Technol. 2020 Feb 14;9(2):10. doi: 10.1167/tvst.9.2.10. Transl Vis Sci Technol. 2020. PMID: 32704416 Free PMC article.
Monitoring Disease Progression With a Quantitative Severity Scale for Retinopathy of Prematurity Using Deep Learning.
Taylor S, Brown JM, Gupta K, Campbell JP, Ostmo S, Chan RVP, Dy J, Erdogmus D, Ioannidis S, Kim SJ, Kalpathy-Cramer J, Chiang MF; Imaging and Informatics in Retinopathy of Prematurity Consortium. Taylor S, et al. Among authors: erdogmus d. JAMA Ophthalmol. 2019 Sep 1;137(9):1022-1028. doi: 10.1001/jamaophthalmol.2019.2433. JAMA Ophthalmol. 2019. PMID: 31268518 Free PMC article.
[No title available]
[No authors listed] [No authors listed] PMID: 33597660
Improved Training Efficiency for Retinopathy of Prematurity Deep Learning Models Using Comparison versus Class Labels.
Hanif A, Yıldız İ, Tian P, Kalkanlı B, Erdoğmuş D, Ioannidis S, Dy J, Kalpathy-Cramer J, Ostmo S, Jonas K, Chan RVP, Chiang MF, Campbell JP. Hanif A, et al. Among authors: erdogmus d. Ophthalmol Sci. 2022 Feb 2;2(2):100122. doi: 10.1016/j.xops.2022.100122. eCollection 2022 Jun. Ophthalmol Sci. 2022. PMID: 36249702 Free PMC article.
Plus Disease in Retinopathy of Prematurity: Improving Diagnosis by Ranking Disease Severity and Using Quantitative Image Analysis.
Kalpathy-Cramer J, Campbell JP, Erdogmus D, Tian P, Kedarisetti D, Moleta C, Reynolds JD, Hutcheson K, Shapiro MJ, Repka MX, Ferrone P, Drenser K, Horowitz J, Sonmez K, Swan R, Ostmo S, Jonas KE, Chan RV, Chiang MF; Imaging and Informatics in Retinopathy of Prematurity Research Consortium. Kalpathy-Cramer J, et al. Among authors: erdogmus d. Ophthalmology. 2016 Nov;123(11):2345-2351. doi: 10.1016/j.ophtha.2016.07.020. Epub 2016 Aug 24. Ophthalmology. 2016. PMID: 27566853 Free PMC article.
Plus Disease in Retinopathy of Prematurity: A Continuous Spectrum of Vascular Abnormality as a Basis of Diagnostic Variability.
Campbell JP, Kalpathy-Cramer J, Erdogmus D, Tian P, Kedarisetti D, Moleta C, Reynolds JD, Hutcheson K, Shapiro MJ, Repka MX, Ferrone P, Drenser K, Horowitz J, Sonmez K, Swan R, Ostmo S, Jonas KE, Chan RV, Chiang MF; Imaging and Informatics in Retinopathy of Prematurity Research Consortium. Campbell JP, et al. Among authors: erdogmus d. Ophthalmology. 2016 Nov;123(11):2338-2344. doi: 10.1016/j.ophtha.2016.07.026. Epub 2016 Aug 31. Ophthalmology. 2016. PMID: 27591053 Free PMC article.
174 results