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Page 1
Accurate prediction of disease-risk factors from volumetric medical scans by a deep vision model pre-trained with 2D scans.
Avram O, Durmus B, Rakocz N, Corradetti G, An U, Nittala MG, Terway P, Rudas A, Chen ZJ, Wakatsuki Y, Hirabayashi K, Velaga S, Tiosano L, Corvi F, Verma A, Karamat A, Lindenberg S, Oncel D, Almidani L, Hull V, Fasih-Ahmad S, Esmaeilkhanian H, Cannesson M, Wykoff CC, Rahmani E, Arnold CW, Zhou B, Zaitlen N, Gronau I, Sankararaman S, Chiang JN, Sadda SR, Halperin E. Avram O, et al. Among authors: esmaeilkhanian h. Nat Biomed Eng. 2024 Oct 1. doi: 10.1038/s41551-024-01257-9. Online ahead of print. Nat Biomed Eng. 2024. PMID: 39354052
Relationship between macular perfusion and lesion distribution in diabetic retinopathy.
Manafi N, Oncel D, Verma A, Corradetti G, Kadomoto S, Mahmoudi A, Alagorie AR, Yadav NK, Pappuru RR, Tufail A, Esmaeilkhanian H, Nittala MG, Raman R, Sadda S. Manafi N, et al. Among authors: esmaeilkhanian h. Eye (Lond). 2024 Oct;38(14):2724-2730. doi: 10.1038/s41433-024-03105-1. Epub 2024 May 9. Eye (Lond). 2024. PMID: 38724702 Free PMC article.
SLIViT: a general AI framework for clinical-feature diagnosis from limited 3D biomedical-imaging data.
Avram O, Durmus B, Rakocz N, Corradetti G, An U, Nitalla MG, Rudas A, Wakatsuki Y, Hirabayashi K, Velaga S, Tiosano L, Corvi F, Verma A, Karamat A, Lindenberg S, Oncel D, Almidani L, Hull V, Fasih-Ahmad S, Esmaeilkhanian H, Wykoff CC, Rahmani E, Arnold CW, Zhou B, Zaitlen N, Gronau I, Sankararaman S, Chiang JN, Sadda SR, Halperin E. Avram O, et al. Among authors: esmaeilkhanian h. Res Sq [Preprint]. 2023 Nov 21:rs.3.rs-3044914. doi: 10.21203/rs.3.rs-3044914/v2. Res Sq. 2023. Update in: Nat Biomed Eng. 2024 Oct 1. doi: 10.1038/s41551-024-01257-9 PMID: 38045283 Free PMC article. Updated. Preprint.
The relationship of diabetic retinopathy severity scales with frequency and surface area of diabetic retinopathy lesions.
Esmaeilkhanian H, Liu H, Fasih-Ahmed S, Gnanaraj R, Verma A, Oncel D, He Y, Nittala MG, Attiku Y, Kadomoto S, Corradetti G, Velaga SB, Tsui I, Prasad P, Li X, Li X, Jiang SC, Choudhry N, Jayadev C, Sadda S. Esmaeilkhanian H, et al. Graefes Arch Clin Exp Ophthalmol. 2023 Nov;261(11):3165-3176. doi: 10.1007/s00417-023-06145-7. Epub 2023 Jul 1. Graefes Arch Clin Exp Ophthalmol. 2023. PMID: 37392262 Free PMC article.
Microperimetry in Retinal Diseases.
Horie S, Corradetti G, Esmaeilkhanian H, Sadda SR, Cheung CMG, Ham Y, Chang A, Takahashi T, Ohno-Matsui K. Horie S, et al. Among authors: esmaeilkhanian h. Asia Pac J Ophthalmol (Phila). 2023 Mar-Apr 01;12(2):211-227. doi: 10.1097/APO.0000000000000597. Epub 2023 Mar 24. Asia Pac J Ophthalmol (Phila). 2023. PMID: 36971707 Free article.