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

Candice W. Bolan

Jacksonville College

ORCID: 0000-0002-9847-3599

Also affiliated with WinnMed, Mayo Clinic in Florida, New York University

MedicineComputer Science

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 2%percentile
1.9Author 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.

Large-scale multi-center CT and MRI segmentation of pancreas with deep learning

Medical Image Analysis(2024)10.1016/j.media.2024.103382
Top 14%
1.5DataRank
Top 14%61 citations

Elif Keleş, Görkem Durak, Yavuz Taktak, Onkar Susladkar, Vandan Gorade +33 more

Papers

Driven by 12 papers — median percentile 68. Top paper: “Large-scale multi-center CT and MRI segmentation of pancreas with deep learning”.

Large-scale multi-center CT and MRI segmentation of pancreas with deep learning

Medical Image Analysis(2024)10.1016/j.media.2024.103382
Top 14%
1.5DataRank
Top 14%61 citations

Elif Keleş, Görkem Durak, Yavuz Taktak, Onkar Susladkar, Vandan Gorade +33 more

Automated Artificial Intelligence Model Trained on a Large Data Set Can Detect Pancreas Cancer on Diagnostic Computed Tomography Scans As Well As Visually Occult Preinvasive Cancer on Prediagnostic Computed Tomography Scans

Gastroenterology(2023)10.1053/j.gastro.2023.08.034
N/A
0.633DataRank · unranked
67 citations

Garima Suman, Nandakumar G. Patnam, Kamaxi H. Trivedi, Aashna Karbhari, Sovanlal Mukherjee +13 more

Large-Scale Multi-Center CT and MRI Segmentation of Pancreas with Deep Learning

arXiv (Cornell University)(2024)10.48550/arxiv.2405.12367
Top 50%
0.351DataRank
Top 50%4 citations

Elif Keleş, Görkem Durak, Yavuz Taktak, Onkar Susladkar, Vandan Gorade +33 more

Adaptive Aggregation Weights for Federated Segmentation of Pancreas MRI

EUR Research Repository (Erasmus University Rotterdam)(2025)10.1109/isbi60581.2025.10981148
N/A
0.269DataRank · unranked
5 citations

Görkem Durak, Zheyuan Zhang, Yavuz Taktak, Elif Keleş, Halil Ertugrul Aktas +14 more

Multi-center evaluation of radiomics and deep learning to stratify malignancy risk of IPMNs

Research Square(2025)10.21203/rs.3.rs-6622868/v1
N/A
0.165DataRank · unranked
2 citations

Maria Gonzalez, Ziliang Hong, Görkem Durak, Elif Keleş, Halil Ertugrul Aktas +25 more

IPMN Risk Assessment under Federated Learning Paradigm

arXiv (Cornell University)(2024)10.48550/arxiv.2411.05697
N/A
0.104DataRank · unranked
1 citations

Ziliang Hong, Görkem Durak, Elif Keleş, Halil Ertugrul Aktas, Yavuz Taktak +15 more

Radiomics Boosts Deep Learning Model for IPMN Classification

Lecture notes in computer science(2023)10.1007/978-3-031-45676-3_14
N/A
0DataRank · unranked
17 citations

Zheyuan Zhang, Uğur Demir, Elif Keleş, Camila Lopes Vendrami, Emil Agarunov +12 more

Bounding box-based 3D AI model for user-guided volumetric segmentation of pancreatic ductal adenocarcinoma on standard-of-care CTs

Pancreatology(2023)10.1016/j.pan.2023.05.008
N/A
0DataRank · unranked
15 citations

Panagiotis Korfiatis, Hala Khasawneh, Naveen Rajamohan, Anurima Patra, Garima Suman +13 more

Radiomics Boosts Deep Learning Model for IPMN Classification

arXiv (Cornell University)(2023)10.48550/arxiv.2309.05857
N/A
0DataRank · unranked
2 citations

Zheyuan Zhang, Uğur Demir, Elif Keleş, Camila Lopes Vendrami, Emil Agarunov +12 more

Adaptive Aggregation Weights for Federated Segmentation of Pancreas MRI

arXiv (Cornell University)(2024)10.48550/arxiv.2410.22530
N/A
0DataRank · unranked
0 citations

Görkem Durak, Zheyuan Zhang, Yavuz Taktak, Elif Keleş, Halil Ertugrul Aktas +14 more

Clinical Implementation of an Artificial Intelligence Algorithm for Magnetic Resonance–Derived Measurement of Total Kidney Volume

Mayo Clinic Proceedings(2023)10.1016/j.mayocp.2022.12.019
N/A
0DataRank · unranked
29 citations

Panagiotis Korfiatis, Daniel J. Blezek, Marie E. Edwards, Jason R. Klug, Cole J. Cook +17 more

Neural Transformers for Intraductal Papillary Mucosal Neoplasms (IPMN) Classification in MRI images

2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)(2022)10.1109/embc48229.2022.9871547
N/A
0DataRank · unranked
3 citations

Giovanni Bellitto, Simone Palazzo, Ismail Irmakci, Michael B. Wallace, Candice W. Bolan +7 more