OCT-Derived Radiomic Features Predict Anti-VEGF Response and Durability in Neovascular Age-Related Macular Degeneration.

Kar, Sudeshna Sil; Cetin, Hasan; Lunasco, Leina; Le, Thuy K; Zahid, Robert; Meng, Xiangyi; Srivastava, Sunil K; Madabhushi, Anant; Ehlers, Justis P

Kar, Sudeshna Sil; Cetin, Hasan; Lunasco, Leina; Le, Thuy K; Zahid, Robert; Meng, Xiangyi; Srivastava, Sunil K; Madabhushi, Anant; Ehlers, Justis P.

Afiliação

Kar SS; The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio.
Cetin H; Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio.
Lunasco L; The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio.
Le TK; The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio.
Zahid R; The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio.
Meng X; Novartis Pharmaceuticals, East Hanover, New Jersey.
Srivastava SK; Novartis Pharmaceuticals, East Hanover, New Jersey.
Madabhushi A; The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio.
Ehlers JP; Vitreoretinal Service, Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio.

Ophthalmol Sci ; 2(4): 100171, 2022 Dec.

Article em En | MEDLINE | ID: mdl-36531588

Palavras-chave

3D, 3-dimensional; AMD, age-related macular degeneration; AUC, area under the receiver operating characteristic curve; AUC-PRC, area under the precision recall curve; IAI, intravitreal aflibercept injection; ILM, internal limiting membrane; IRF, intraretinal fluid; ML, machine learning; OCT; QDA, quadratic discriminant analysis; RFI, retinal fluid index; RPE, retinal pigment epithelium; Radiomics; SHRM, subretinal hyperreflective material; SRF, subretinal fluid; SRFI, subretinal fluid index; TRFI, total retinal fluid index; Wet age-related macular degeneration; mRmR, minimum redundancy maximum relevance; nAMD, neovascular age-related macular degeneration

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Prognostic_studies / Risk_factors_studies Idioma: En Revista: Ophthalmol Sci Ano de publicação: 2022 Tipo de documento: Article

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