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

Jonathan Gryak

ORCID: 0000-0002-5125-7741
MedicineDentistryEngineering

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 6%percentile
0.293Author DataRank

Indexed papers

1in 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 1 indexed paper 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.

Continuous sepsis trajectory prediction using tensor-reduced physiological signals

Scientific Reports(2024)10.1038/s41598-024-68901-x
Top 56%
0.293DataRank
Top 56%4 citations

Joshua Pickard, Winston Zhang, Shuyang Cheng, Harm Derksen, Gilbert S. Omenn +4 more

Papers

Driven by 14 papers — median percentile 44. Top paper: “Continuous sepsis trajectory prediction using tensor-reduced physiological signals”.

Continuous sepsis trajectory prediction using tensor-reduced physiological signals

Scientific Reports(2024)10.1038/s41598-024-68901-x
Top 56%
0.293DataRank
Top 56%4 citations

Joshua Pickard, Winston Zhang, Shuyang Cheng, Harm Derksen, Gilbert S. Omenn +4 more

Robust segmentation of lung in chest x-ray: applications in analysis of acute respiratory distress syndrome

BMC Medical Imaging(2020)10.1186/s12880-020-00514-y
N/A
0DataRank · unranked
51 citations

Michael W. Sjoding, Harm Derksen, Elyas Sabeti, Jonathan Gryak, Ryan P. Barbaro +3 more

Learning Using Partially Available Privileged Information and Label Uncertainty: Application in Detection of Acute Respiratory Distress Syndrome

IEEE Journal of Biomedical and Health Informatics(2020)10.1109/jbhi.2020.3008601
N/A
0DataRank · unranked
22 citations

Joshua Drews, Narathip Reamaroon, Elisa Warner, Michael W. Sjoding, Jonathan Gryak +2 more

Automated Segmentation and Severity Analysis of Subdural Hematoma for Patients with Traumatic Brain Injuries

Diagnostics(2020)10.3390/diagnostics10100773
N/A
0DataRank · unranked
38 citations

Craig A. Williamson, Cheng Jiang, Ashok Srinivasan, Jayapalli Rajiv Bapuraj, Jonathan Gryak +3 more

A hierarchical expert-guided machine learning framework for clinical decision support systems: an application to traumatic brain injury prognostication

npj Digital Medicine(2021)10.1038/s41746-021-00445-0
N/A
0DataRank · unranked
60 citations

Craig A. Williamson, Jonathan Gryak, Kayvan Najarian, Negar Farzaneh

Automated detection of acute respiratory distress syndrome from chest X-Rays using Directionality Measure and deep learning features

Computers in Biology and Medicine(2021)10.1016/j.compbiomed.2021.104463
N/A
0DataRank · unranked
30 citations

Michael W. Sjoding, Jonathan Gryak, Brian D. Athey, Kayvan Najarian, Harm Derksen +1 more

Association between symptoms, affect and heart rhythm in patients with persistent or paroxysmal atrial fibrillation: an ambulatory pilot study

American Heart Journal(2021)10.1016/j.ahj.2021.06.003
N/A
0DataRank · unranked
6 citations

Anna L. Kratz, Sangeeta Lathkar‐Pradhan, Kayvan Najarian, Jonathan Gryak, Zhi Li +5 more

Utilization of smartphone and tablet camera photographs to predict healing of diabetes-related foot ulcers

Computers in Biology and Medicine(2020)10.1016/j.compbiomed.2020.104042
N/A
0DataRank · unranked
47 citations

Jonathan Gryak, Abinash Mishra, Can Cui, S. M. Reza Soroushmehr, Kayvan Najarian +2 more

Identifying potential candidates for advanced heart failure therapies using an interpretable machine learning algorithm

The Journal of Heart and Lung Transplantation(2022)10.1016/j.healun.2022.08.028
N/A
0DataRank · unranked
9 citations

Jessica R. Golbus, Jonathan Gryak, Francis D. Pagani, Keith D. Aaronson, Kayvan Najarian +1 more

Quadratic Multilinear Discriminant Analysis for Tensorial Data Classification

Algorithms(2023)10.3390/a16020104
N/A
0DataRank · unranked
2 citations

Olivia Alge, Jonathan Gryak, Kayvan Najarian, Harm Derksen, Cristian Minoccheri

Predicting need for heart failure advanced therapies using an interpretable tropical geometry-based fuzzy neural network

PLoS ONE(2023)10.1371/journal.pone.0295016
N/A
0DataRank · unranked
3 citations

Keith D. Aaronson, Jonathan Gryak, Emily Wittrup, Cristian Minoccheri, Jessica R. Golbus +2 more

Prediction of pediatric peanut oral food challenge outcomes using machine learning

Journal of Allergy and Clinical Immunology Global(2024)10.1016/j.jacig.2024.100252
N/A
0DataRank · unranked
13 citations

Aleksandra Georgievska, Justin Zhang, Kayvan Najarian, Rajan Ravikumar, Georgiana Sanders +2 more

Learning using privileged information with logistic regression on acute respiratory distress syndrome detection

Artificial Intelligence in Medicine(2024)10.1016/j.artmed.2024.102947
N/A
0DataRank · unranked
6 citations

Shuyang Cheng, Emily Wittrup, Jonathan Gryak, Kayvan Najarian, Zijun Gao

A deep learning framework for automated detection and quantitative assessment of liver trauma

BMC Medical Imaging(2022)10.1186/s12880-022-00759-9
N/A
0DataRank · unranked
27 citations

Erica B. Stein, S. M. Reza Soroushmehr, Jonathan Gryak, Kayvan Najarian, Negar Farzaneh