🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Mark Christopher

Fleet Science Center

ORCID: 0000-0001-6165-6175

Also affiliated with University of San Diego, University of California San Diego, The California Eye Institute

Medicine

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 3%percentile
1.4Author DataRank

Indexed papers

3in pilot corpus
datarank_citation_only_1hop_v6· scope data_onlyMethodology
Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 3 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

Top data-sharing exemplar

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Glaucoma Detection and Feature Identification via GPT-4V Fundus Image Analysis

Ophthalmology Science(2024)10.1016/j.xops.2024.100667
Top 31%
0.637DataRank
Top 31%16 citations

Anuwat Jiravarnsirikul, Christopher Bowd, Benton Chuter, Akram Belghith, Michael H. Goldbaum +5 more

Papers

Driven by 17 papers — median percentile 68. Top paper: “Glaucoma Detection and Feature Identification via GPT-4V Fundus Image Analysis”.

Glaucoma Detection and Feature Identification via GPT-4V Fundus Image Analysis

Ophthalmology Science(2024)10.1016/j.xops.2024.100667
Top 31%
0.637DataRank
Top 31%16 citations

Anuwat Jiravarnsirikul, Christopher Bowd, Benton Chuter, Akram Belghith, Michael H. Goldbaum +5 more

Proactive Decision Support for Glaucoma Treatment: Predicting Surgical Interventions with Clinically Available Data

Bioengineering(2024)10.3390/bioengineering11020140
Top 32%
0.615DataRank
Top 32%14 citations

Rubèn González, Justin Huynh, Evan Walker, Bharanidharan Radha Saseendrakumar, Christopher Bowd +10 more

Combining Optical Coherence Tomography and Optical Coherence Tomography Angiography Longitudinal Data for the Detection of Visual Field Progression in Glaucoma

American Journal of Ophthalmology(2022)10.1016/j.ajo.2022.10.016
N/A
0.494DataRank · unranked
26 citations

Sasan Moghimi, Pooya Khosravi, Vahid Mohammadzadeh, Takashi Nishida, Eleonora Micheletti +8 more

One-Vote Veto: Semi-Supervised Learning for Low-Shot Glaucoma Diagnosis

IEEE Transactions on Medical Imaging(2023)10.1109/tmi.2023.3307689
N/A
0.489DataRank · unranked
25 citations

Christopher Bowd, Nicole Brye, Mark Christopher, Robert N. Weinreb, David Kriegman +2 more

Detection of glaucoma progression on longitudinal series of en-face macular optical coherence tomography angiography images with a deep learning model

British Journal of Ophthalmology(2024)10.1136/bjo-2023-324528
N/A
0.317DataRank · unranked
5 citations

Youwei Liang, Sasan Moghimi, Pengtao Xie, Takashi Nishida, Golnoush Mahmoudinezhad +10 more

Performance of General-Purpose Vision Language Models and Ophthalmology Foundation Models in Glaucoma Detection and Function Prediction

Translational Vision Science & Technology(2025)10.1167/tvst.14.11.31
Top 70%
0.165DataRank
Top 70%2 citations

Justin Huynh, Evan Harris Walker, Benton Chuter, Christopher Bowd, Anna Heinke +11 more

Detecting Glaucoma in the Ocular Hypertension Treatment Study Using Deep Learning: Implications for clinical trial endpoints

(2021)10.36227/techrxiv.14959947.v1
N/A
0.165DataRank · unranked
2 citations

Christopher Bowd, Mark Christopher, Nicole Brye, James A. Proudfoot, Jasmin Rezapour +12 more

Usability and Clinician Acceptance of a Deep Learning-Based Clinical Decision Support Tool for Predicting Glaucomatous Visual Field Progression

Journal of Glaucoma(2022)10.1097/ijg.0000000000002163
N/A
0DataRank · unranked
16 citations

Sally L. Baxter, Astrid van den Brandt, Alexander Lieu, Andrew Camp, L. Jiun +6 more

Diagnostic Accuracy of Macular Thickness Map and Texture En Face Images for Detecting Glaucoma in Eyes With Axial High Myopia

American Journal of Ophthalmology(2022)10.1016/j.ajo.2022.04.019
N/A
0DataRank · unranked
17 citations

Akram Belghith, Jasmin Rezapour, Mark Christopher, Leslie Hyman, Jost B. Jonas +3 more

Deep Learning Estimation of 10-2 Visual Field Map Based on Circumpapillary Retinal Nerve Fiber Layer Thickness Measurements

American Journal of Ophthalmology(2022)10.1016/j.ajo.2022.10.013
N/A
0DataRank · unranked
24 citations

Sasan Moghimi, Pooya Khosravi, Mohammad Sadegh Jazayeri, Takashi Nishida, Golnoush Mahmoudinezhad +8 more

Reply

Ophthalmology(2021)10.1016/j.ophtha.2021.08.022
N/A
0DataRank · unranked
0 citations

Christopher Bowd, Akram Belghith, Michael H. Goldbaum, Robert N. Weinreb, Massimo A. Fazio +4 more

Evaluating a Foundation Artificial Intelligence Model for Glaucoma Detection Using Color Fundus Photographs

Ophthalmology Science(2024)10.1016/j.xops.2024.100623
N/A
0DataRank · unranked
11 citations

Justin Huynh, Shahin Hallaj, Evan Walker, Jeffrey M Liebmann, Massimo A. Fazio +5 more

Federated Learning in Glaucoma

Ophthalmology Glaucoma(2024)10.1016/j.ogla.2024.08.004
N/A
0DataRank · unranked
8 citations

Benton Chuter, Alexander Lieu, Praveer Singh, Jayashree Kalpathy–Cramer, Benjamin Y. Xu +5 more

Stereo Photo Measured ONH Shape Predicts Development of POAG in Subjects With Ocular Hypertension

UNC Libraries(2020)10.17615/rbk9-7p38
N/A
0DataRank · unranked
0 citations

Michael D. Abràmoff, Mae O. Gordon, John H. Fingert, Donald L. Budenz, Mark Christopher +3 more

Deep Learning Approach Predicts Longitudinal Retinal Nerve Fiber Layer Thickness Changes

Bioengineering(2025)10.3390/bioengineering12020139
N/A
0DataRank · unranked
4 citations

Evan Walker, Christopher Bowd, Akram Belghith, Michael H. Goldbaum, Massimo A. Fazio +7 more

Diagnostic Accuracy of 3D Deep Learning Classifiers for Glaucoma Detection: A Comparison of Cross-Domain and Device-Specific Models

Translational Vision Science & Technology(2025)10.1167/tvst.14.8.29
N/A
0DataRank · unranked
2 citations

Christopher Bowd, Robert N. Weinreb, Jalil Jalili, Mark Christopher, Linda M. Zangwill +1 more

Gradient-Boosting Classifiers Combining Vessel Density and Tissue Thickness Measurements for Classifying Early to Moderate Glaucoma

American Journal of Ophthalmology(2020)10.1016/j.ajo.2020.03.024
N/A
0DataRank · unranked
46 citations

Akram Belghith, James A. Proudfoot, Linda M. Zangwill, Mark Christopher, Michael H. Goldbaum +5 more