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Anna Heinke

jacobs retina center

8H-index
44Paper Count
204Citation Count
Published Papers 17
Publication Date
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Image-Quality–Aware Multimodal AI for Automated Structured OCT Report Generation in Glaucoma Evaluation
errOphthalmology Science
IF4.6
err2026-05-26
err0
errOAAI
errJalil Jalili; Yashraj Gavhane; Evan Walker; Anna Heinke; Christopher Bowd; Akram Belghith; Massimo A. Fazio; Christopher A. Girkin; C. Gustavo De Moraes; Jeffrey M. Liebmann; Sally L. Baxter; Robert N. Weinreb; Linda M. Zangwill; Mark Christopher
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errSave
Dataset documentation for responsible AI: analysis of suitability and usage for health datasets
errnpj Digital Medicine
IF15.1
err2026-05-09
err0
errOAAI
errAnna Heinke; Lingling Huang; Kyongmi U. Simpkins; Fritz Gerald P. Kalaw; Apoorva Karsolia; Kiratjit Singh; Sanjay Soundarajan; Benjamin Panny; Camille Nebeker; Sally L. Baxter; Cecilia S. Lee; Aaron Y. Lee; Bhavesh Patel
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Navigating open data sharing and privacy in the age of clinical AI research: from reidentification to pseudo-reidentification
erreClinicalMedicine
IF10
err2025-12-29
err0
errOAAI
errShahin Hallaj; Anna Heinke; Fritz Gerald P. Kalaw; Nayoon Gim; Marian Blazes; Julia Owen; Eamon Dysinger; Erik S. Benton; Benjamin A. Cordier; Nicholas G. Evans; Jennifer Li-Pook-Than; Michael P. Snyder; Camille Nebeker; Linda M. Zangwill; Sally L. Baxter; Shannon McWeeney; Cecilia S. Lee; Aaron Y. Lee; Bhavesh Patel
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ARTIFICIAL INTELLIGENCE-ENHANCED OPTICAL COHERENCE TOMOGRAPHY ANALYSIS FOR DETECTING INTERNAL LIMITING MEMBRANE REMOVAL IN EPIRETINAL MEMBRANE SURGERY
errRETINA-THE JOURNAL OF RETINAL AND VITREOUS DISEASES
IF2.1
err2025-12-01
err1
PREAI
errMehta, Nehal N.; Le, An D.; Nagel, Ines D.; Agnihotri, Akshay; Heinke, Anna; Cheng, Lingyun; Bartsch, Dirk-Uwe; Tran, Melanie; Truong, Nguyen; Cheolhong, An; Freeman, William R.
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OPTICAL COHERENCE TOMOGRAPHY ANGIOGRAPHY ANALYSIS OF COHORT WITH PERIPAPILLARY CHOROIDAL NEOVASCULARIZATION
errRETINA-THE JOURNAL OF RETINAL AND VITREOUS DISEASES
IF2.1
err2025-12-01
err0
PREAI
errHeinke, Anna; Agnihotri, Akshay; Nagel, Ines D.; Kalaw, Fritz Gerald P.; Mehta, Nehal N.; Sherif Morsy, Mohamed; Cheng, Lingyun; Uwe-Bartsch, Dirk; Freeman, William R.
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Effect of Faricimab on Optical Coherence Tomography Angiography and Artificial Intelligence-Based Analysis in Resistant Choroidal Neovascularization
errOPHTHALMOLOGICA
IF1.9
err2025-10-01
err0
PREAI
errMorsy, Mohamed Sherif; Heinke, Anna; Mehta, Nehal Nailesh; Nagel, Ines D.; Tran, Melanie; Cheng, Lingyun; Bartsch, Dirk-Uwe Guenther; Freeman, William R.
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Faricimab at 6 and 12 mg reduces pigment epithelium detachment in treatment-resistant macular neovascularization: an OCT and AI analysis
errScientific Reports
IF3.9
err2025-09-30
err0
errOAAI
errInes D. Nagel; Melanie D. Tran; Haochen Zhang; Lingyun Cheng; Anna Heinke; Nehal N. Mehta; Dirk-Uwe Bartsch; Fritz G. P. Kalaw; Mohamed Morsy; Arthur J. Mueller; William R. Freeman
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errSave
Combination Intravitreal Steroid and Anti-VEGF Therapy for Double-Monotherapy-Resistant Chronic Diabetic Macular Edema
errOPHTHALMIC SURGERY LASERS & IMAGING RETINA
IF0
err2025-09-01
err1
PREAI
errHeinke, Anna; Warter, Alexandra; Cavichini, Melina; Galang, Carlo Miguel B.; Kalaw, Fritz Gerald P.; Bartsch, Dirk-Uwe; Cheng, Lingyun; Freeman, William R.
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errSave
Dry eye disease treatment improves subjective quality-of-life responses in patients with AMD, independent of disease stage
errPLOS ONE
IF2.6
err2025-02-06
err0
errOAAI
errMehta, Nehal Nailesh; Nagel, Ines D.; Agnihotri, Akshay; Heinke, Anna; Cheng, Lingyun; Bartsch, Dirk-Uwe; Freeman, William R.; Gomez, Maria-Laura
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errSave
AI-READI: rethinking AI data collection, preparation and sharing in diabetes research and beyond
errNATURE METABOLISM
IF20.8
err2024-11-08
err0
PREAI
errBaxter, Sally L.; de Sa, Virginia R.; Ferryman, Kadija; Jain, Prachee; Lee, Cecilia S.; Li-Pook-Than, Jennifer; Liu, T. Y. Alvin; Owen, Julia P.; Patel, Bhavesh; Yu, Qilu; Zangwill, Linda M.; Bahmani, Amir; Chute, Christopher G.; Edberg, Jeffrey C.; Hurst, Samantha; Ishikawa, Hiroshi; Lee, Aaron Y.; McGwin, Gerald; McWeeney, Shannon; Nebeker, Camille; Owsley, Cynthia; Singer, Sara J.; Adib, Riddhiman; Adibuzzaman, Mohammad; Alavi, Arash; Ashley, Catherine; Baer, Adrienne; Benton, Erik; Blazes, Marian; Cohen, Aaron; Cordier, Benjamin; Crist, Katie; Cuddy, Colleen; Gasimova, Aydan; Gim, Nayoon; Hong, Stephanie; Kim, Trina; Lin, Wei-Chun; Mitchell, Jessica; Ngadisastra, Caitlyn; Patronilo, Victoria; Shaffer, Jamie; Soundarajan, Sanjay; Zhao, Kevin; Drolet, Caroline; Lucero, Abigail; Matthies, Dawn; Pittock, Hanna; Watkins, Kate; York, Brittany; Amankwa, Charles E.; Bangudi, Monique; Haboudal, Nada; Hallaj, Shahin; Heinke, Anna; Huang, Lingling; Kalaw, Fritz Gerald P.; Karsolia, Apoorva; Khazaei, Hadi; Mohammed, Muna; Simpkins, Kyongmi; Wang, Xujing
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Cross-instrument optical coherence tomography-angiography (OCTA)-based prediction of age-related macular degeneration (AMD) disease activity using artificial intelligence
errSCIENTIFIC REPORTS
IF3.9
err2024-11-07
err0
errOAAI
errHeinke, Anna; Zhang, Haochen; Broniarek, Krzysztof; Michalska-Malecka, Katarzyna; Elsner, Wyatt; Galang, Carlo Miguel B.; Deussen, Daniel N.; Warter, Alexandra; Kalaw, Fritz; Nagel, Ines; Agnihotri, Akshay; Mehta, Nehal N.; Klaas, Julian Elias; Schmelter, Valerie; Kozak, Igor; Baxter, Sally L.; Bartsch, Dirk-Uwe; Cheng, Lingyun; An, Cheolhong; Nguyen, Truong; Freeman, William R.
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A review of ophthalmology education in the era of generative artificial intelligence
errASIA-PACIFIC JOURNAL OF OPHTHALMOLOGY
IF4.5
err2024-07-01
err4
errOAAI
errHeinke, Anna; Radgoudarzi, Niloofar; Huang, Bonnie B.; Baxter, Sally L.
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errSave
Effect of manual OCTA segmentation correction to improve image quality and visibility of choroidal neovascularization in AMD
errSCIENTIFIC REPORTS
IF3.9
err2024-06-18
err2
errOAAI
errDeussen, Daniel N.; Heinke, Anna; Elsner, Wyatt; Galang, Carlo Miguel B.; Kalaw, Fritz Gerald P.; Warter, Alexandra; Bartsch, Dirk-Uwe; Cheng, Lingyun; Freeman, William R.
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Efficacy and accuracy of artificial intelligence to overlay multimodal images from different optical instruments in patients with retinitis pigmentosa
errCLINICAL AND EXPERIMENTAL OPHTHALMOLOGY
IF5.6
err2023-04-26
err6
errOAAI
errYassin, Shaden H.; Wang, Yiqian; Freeman, William R.; Heinke, Anna; Walker, Evan; Nguyen, Truong; Bartsch, Dirk-Uwe G.; An, Cheolhong; Borooah, Shyamanga
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Retinal tissue and microvasculature loss in COVID-19 infection
errSCIENTIFIC REPORTS
IF3.9
err2023-03-29
err5
errOAAI
errKalaw, Fritz Gerald P.; Warter, Alexandra; Cavichini, Melina; Knight, Darren; Li, Alexandria; Deussen, Daniel; Galang, Carlo; Heinke, Anna; Mendoza, Veronica; Borooah, Shyamanga; Baxter, Sally L.; Bartsch, Dirk-Uwe; Cheng, Lingyun; Freeman, William R.
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errSave
Retinal OCT Layer Segmentation via Joint Motion Correction and Graph-Assisted 3D Neural Network
errIEEE ACCESS
IF3.6
err2023-01-01
err5
errOAAI
errWang, Yiqian; Galang, Carlo; Freeman, William R.; Warter, Alexandra; Heinke, Anna; Bartsch, Dirk-Uwe G.; Nguyen, Truong Q.; An, Cheolhong
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errSave
Optical coherence tomography angiography features in patients with idiopathic full-thickness macular hole, before and after surgical treatment
errCLINICAL INTERVENTIONS IN AGING
IF3.7
err2019-03-01
err43
errOAAI
errWilczynski, Tomasz; Heinke, Anna; Niedzielska-Krycia, Agata; Jorg, Daria; Michalska-Malecka, Katarzyna
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Research Directions

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Co-authors
Cooperation Journals
M
M Snyder
H-index: 210 · Papers: 3.3K
G
Gerald McGwin
H-index: 97 · Papers: 1.0K
L
Linda M. Zangwill
H-index: 91 · Papers: 729
H
Hiroshi Ishikawa
H-index: 89 · Papers: 1.9K
C
Christopher G. Chute
H-index: 87 · Papers: 617
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