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Computer-Based Image Analysis for Plus Disease Diagnosis in Retinopathy of Prematurity: Performance of the "i-ROP" System and Image Features Associated With Expert Diagnosis.
Ataer-Cansizoglu E, Bolon-Canedo V, Campbell JP, Bozkurt A, Erdogmus D, Kalpathy-Cramer J, Patel S, Jonas K, Chan RV, Ostmo S, Chiang MF; i-ROP Research Consortium. Ataer-Cansizoglu E, et al. Transl Vis Sci Technol. 2015 Nov 30;4(6):5. doi: 10.1167/tvst.4.6.5. eCollection 2015 Nov. Transl Vis Sci Technol. 2015. PMID: 26644965 Free PMC article.
Expert Diagnosis of Plus Disease in Retinopathy of Prematurity From Computer-Based Image Analysis.
Campbell JP, Ataer-Cansizoglu E, Bolon-Canedo V, Bozkurt A, Erdogmus D, Kalpathy-Cramer J, Patel SN, Reynolds JD, Horowitz J, Hutcheson K, Shapiro M, Repka MX, Ferrone P, Drenser K, Martinez-Castellanos MA, Ostmo S, Jonas K, Chan RV, Chiang MF; Imaging and Informatics in ROP (i-ROP) Research Consortium. Campbell JP, et al. Among authors: ataer cansizoglu e. JAMA Ophthalmol. 2016 Jun 1;134(6):651-7. doi: 10.1001/jamaophthalmol.2016.0611. JAMA Ophthalmol. 2016. PMID: 27077667 Free PMC article.
OBSERVER AND FEATURE ANALYSIS ON DIAGNOSIS OF RETINOPATHY OF PREMATURITY.
Ataer-Cansizoglu E, You S, Kalpathy-Cramer J, Keck K, Chiang MF, Erdogmus D. Ataer-Cansizoglu E, et al. IEEE Int Workshop Mach Learn Signal Process. 2012:1-6. doi: 10.1109/MLSP.2012.6349809. IEEE Int Workshop Mach Learn Signal Process. 2012. PMID: 25003972 Free PMC article.
Manifold Learning by Preserving Distance Orders.
Ataer-Cansizoglu E, Akcakaya M, Orhan U, Erdogmus D. Ataer-Cansizoglu E, et al. Pattern Recognit Lett. 2014 Mar 1;38:120-131. doi: 10.1016/j.patrec.2013.11.022. Pattern Recognit Lett. 2014. PMID: 25045195 Free PMC article.
Toward a severity index for ROP: An unsupervised approach.
Peng Tian, Ataer-Cansizoglu E, Kalpathy-Cramer J, Ostmo S, Jonas K, Chan RV, Campbell JP, Chiang MF, Erdogmus D. Peng Tian, et al. Among authors: ataer cansizoglu e. Annu Int Conf IEEE Eng Med Biol Soc. 2016 Aug;2016:1312-1315. doi: 10.1109/EMBC.2016.7590948. Annu Int Conf IEEE Eng Med Biol Soc. 2016. PMID: 28268567 Free PMC article.
Principal curve based semi-automatic segmentation of organs in 3D-CT.
You S, Bas E, Ataer-Cansizoglu E, Kalpathy-Cramer J, Erdogmus D. You S, et al. Among authors: ataer cansizoglu e. Annu Int Conf IEEE Eng Med Biol Soc. 2011;2011:6220-3. doi: 10.1109/IEMBS.2011.6091536. Annu Int Conf IEEE Eng Med Biol Soc. 2011. PMID: 22255760 Free PMC article.
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