Research output per year
Research output per year
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Dive into the research topics where Mustafa (Kemal) Sonmez is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Federated Learning for Multicenter Collaboration in Ophthalmology: Improving Classification Performance in Retinopathy of Prematurity
Imaging and Informatics in Retinopathy of Prematurity Consortium Members of the Imaging and Informatics in Retinopathy of Prematurity research consortium are as follows, Aug 2022, In: Ophthalmology Retina. 6, 8, p. 657-663 7 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Federated Learning for Multicenter Collaboration in Ophthalmology: Implications for Clinical Diagnosis and Disease Epidemiology
Imaging and Informatics in Retinopathy of Prematurity Consortium, Aug 2022, In: Ophthalmology Retina. 6, 8, p. 650-656 7 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Deep Learning for the Diagnosis of Stage in Retinopathy of Prematurity: Accuracy and Generalizability across Populations and Cameras
Chen, J. S., Coyner, A. S., Ostmo, S., Sonmez, K., Bajimaya, S., Pradhan, E., Valikodath, N., Cole, E. D., Al-Khaled, T., Chan, R. V. P., Singh, P., Kalpathy-Cramer, J., Chiang, M. F. & Campbell, J. P., Oct 2021, In: Ophthalmology Retina. 5, 10, p. 1027-1035 9 p.Research output: Contribution to journal › Article › peer-review
6 Scopus citations -
Evaluation of a Deep Learning–Derived Quantitative Retinopathy of Prematurity Severity Scale
of the Imaging and Informatics in Retinopathy of Prematurity Consortium, Jul 2021, In: Ophthalmology. 128, 7, p. 1070-1076 7 p.Research output: Contribution to journal › Article › peer-review
14 Scopus citations -
Identification of candidate genes and pathways in retinopathy of prematurity by whole exome sequencing of preterm infants enriched in phenotypic extremes
Imaging and Informatics in Retinopathy of Prematurity (i-ROP) Research Consortium, Dec 2021, In: Scientific Reports. 11, 1, 4966.Research output: Contribution to journal › Article › peer-review
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