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

Jithin Yohannan

Johns Hopkins University

ORCID: 0000-0002-4741-0782

Also affiliated with Johns Hopkins Medicine

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
1.1Author DataRank

Indexed papers

2in 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 2 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.

Deep learning-based identification of eyes at risk for glaucoma surgery

Scientific Reports(2024)10.1038/s41598-023-50597-0
Top 23%
0.892DataRank
Top 23%19 citations

Chris Bradley, Patrick Herbert, Kaihua Hou, Pradeep Y. Ramulu, Katharina Breininger +3 more

Papers

Driven by 23 papers — median percentile 58. Top paper: “Deep learning-based identification of eyes at risk for glaucoma surgery”.

Deep learning-based identification of eyes at risk for glaucoma surgery

Scientific Reports(2024)10.1038/s41598-023-50597-0
Top 23%
0.892DataRank
Top 23%19 citations

Chris Bradley, Patrick Herbert, Kaihua Hou, Pradeep Y. Ramulu, Katharina Breininger +3 more

The effects of transitioning from SITA-Standard to SITA-Fast or SITA-Faster on sensitivities below the measurement floor

AJO International(2025)10.1016/j.ajoint.2025.100116
Top 61%
0.241DataRank
Top 61%4 citations

Alex Pham, Jithin Yohannan, Chris Bradley

The Effect of Transitioning from SITA Standard to SITA Faster on Visual Field Performance

Ophthalmology(2021)10.1016/j.ophtha.2021.03.032
N/A
0DataRank · unranked
37 citations

Pradeep Y. Ramulu, Michael V. Boland, Jithin Yohannan, Alex Pham

The Effect of Achieving Target Intraocular Pressure on Visual Field Worsening

Ophthalmology(2021)10.1016/j.ophtha.2021.08.025
N/A
0DataRank · unranked
16 citations

Chris Bradley, Pradeep Y. Ramulu, Mathias Unberath, Jithin Yohannan, Gabriel A. Villasana

Reply

Ophthalmology(2021)10.1016/j.ophtha.2021.07.023
N/A
0DataRank · unranked
0 citations

Jithin Yohannan, Alex Pham

Evidence-Based Guidelines for the Number of Peripapillary OCT Scans Needed to Detect Glaucoma Worsening

Ophthalmology(2022)10.1016/j.ophtha.2022.07.025
N/A
0DataRank · unranked
22 citations

Kaihua Hou, Patrick Herbert, Mathias Unberath, Michael V. Boland, Pradeep Y. Ramulu +2 more

Differences in visual field loss pattern when transitioning from SITA standard to SITA faster

Scientific Reports(2022)10.1038/s41598-022-11044-8
N/A
0DataRank · unranked
18 citations

Jacob Fiksel, Pradeep Y. Ramulu, Jithin Yohannan, Christopher Le

Effectiveness of Netarsudil versus Brimonidine in Eyes already Being Treated with Glaucoma Medications at a Single Academic Tertiary Care Practice: A Comparative Study

Current Therapeutic Research(2022)10.1016/j.curtheres.2022.100689
N/A
0DataRank · unranked
6 citations

Chris Bradley, Corinne Casey, Henry Jampel, Pradeep Y. Ramulu, Jithin Yohannan +1 more

Predicting Visual Field Worsening with Longitudinal OCT Data Using a Gated Transformer Network

Ophthalmology(2023)10.1016/j.ophtha.2023.03.019
N/A
0DataRank · unranked
28 citations

Chris Bradley, Patrick Herbert, Chris A. Johnson, Michael Wall, Pradeep Y. Ramulu +3 more

Comparing the Accuracy of Peripapillary OCT Scans and Visual Fields to Detect Glaucoma Worsening

Ophthalmology(2023)10.1016/j.ophtha.2023.01.021
N/A
0DataRank · unranked
18 citations

Patrick Herbert, Kaihua Hou, Mathias Unberath, Pradeep Y. Ramulu, Jithin Yohannan +1 more

The Impact of Achieving Target Intraocular Pressure on Glaucomatous Retinal Nerve Fiber Layer Thinning in a Treated Clinical Population

American Journal of Ophthalmology(2023)10.1016/j.ajo.2023.11.019
N/A
0DataRank · unranked
4 citations

Chris Bradley, Kaihua Hou, Patrick Herbert, Michael V. Boland, Pradeep Y. Ramulu +2 more

A deep learning model incorporating spatial and temporal information successfully detects visual field worsening using a consensus based approach

Scientific Reports(2023)10.1038/s41598-023-28003-6
N/A
0DataRank · unranked
6 citations

Kaihua Hou, Patrick Herbert, Chris Bradley, Chris A. Johnson, Michael Wall +4 more

The Impact of Social Vulnerability on Structural and Functional Glaucoma Severity, Worsening, and Variability

Ophthalmology Glaucoma(2024)10.1016/j.ogla.2024.03.008
N/A
0DataRank · unranked
12 citations

Chris Bradley, Patrick Herbert, Pradeep Y. Ramulu, Jithin Yohannan, Louay Almidani

Opportunities for Improving Glaucoma Clinical Trials via Deep Learning-Based Identification of Patients with Low Visual Field Variability

Ophthalmology Glaucoma(2024)10.1016/j.ogla.2024.01.005
N/A
0DataRank · unranked
2 citations

Chris Bradley, Patrick Herbert, Kaihua Hou, Gregory D. Hager, Katharina Breininger +4 more

Assessment of linear regression of peripapillary optical coherence tomography retinal nerve fiber layer measurements to forecast glacuoma trajectory

PLoS ONE(2024)10.1371/journal.pone.0296674
N/A
0DataRank · unranked
0 citations

Kaihua Hou, Patrick Herbert, Mathias Unberath, Greg Hager, Michael V. Boland +3 more

The Effect of Medication Adherence on Intraocular Pressure and Glaucoma Progression

Ophthalmology Glaucoma(2025)10.1016/j.ogla.2025.10.003
N/A
0DataRank · unranked
4 citations

Annabelle Pan, Chris Bradley, Alex Pham, Jithin Yohannan, Louay Almidani

Development and Evaluation of an Artificial Intelligence Model to Set Target IOP for Glaucoma

American Journal of Ophthalmology(2025)10.1016/j.ajo.2025.08.046
N/A
0DataRank · unranked
4 citations

Edgar Robitaille, Chris Bradley, Joshua de Souza, Jithin Yohannan, Alex Pham

Predicting the Structure–Function Relationship in Glaucoma Using a Physiological Model

Investigative Ophthalmology & Visual Science(2025)10.1167/iovs.66.11.75
N/A
0DataRank · unranked
2 citations

Jithin Yohannan, Chris Bradley

Comparing the Utility of Retinal Nerve Fiber Layer and Ganglion Cell Inner Plexiform Layer OCT Changes to Detect Glaucoma Progression

Ophthalmology(2025)10.1016/j.ophtha.2025.07.040
N/A
0DataRank · unranked
2 citations

Chris Bradley, Jithin Yohannan, Alex Pham

Detecting glaucoma worsening using optical coherence tomography derived visual field estimates

Scientific Reports(2025)10.1038/s41598-025-86217-2
N/A
0DataRank · unranked
2 citations

Chris Bradley, Kaihua Hou, Patrick Herbert, Jithin Yohannan, Alex Pham

Assessing Glaucoma Progression Using Machine Learning Trained on Longitudinal Visual Field and Clinical Data

Ophthalmology(2020)10.1016/j.ophtha.2020.12.020
N/A
0DataRank · unranked
100 citations

Jithin Yohannan, Michael V. Boland, Avyuk Dixit

Rapidly Progressing Glaucoma

Ophthalmology(2025)10.1016/j.ophtha.2025.10.003
N/A
0DataRank · unranked
0 citations

Yangyiran Xie, Annabelle Pan, S Rasouli, Chris Bradley, Jithin Yohannan +1 more

Predicting eyes at risk for rapid glaucoma progression based on an initial visual field test using machine learning

PLoS ONE(2021)10.1371/journal.pone.0249856
N/A
0DataRank · unranked
52 citations

Michael V. Boland, Pradeep Y. Ramulu, Carlos Gustavo De Moraes, Tobias Elze, Jonathan S. Myers +4 more