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

Görkem Durak

ORCID: 0000-0002-1608-1955
Computer ScienceMedicine

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

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.

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 24 papers — median percentile 50. 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

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

CT Liver Segmentation via PVT-based Encoding and Refined Decoding

arXiv (Cornell University)(2024)10.48550/arxiv.2401.09630
N/A
0.104DataRank · unranked
1 citations

Nikhil Kumar Tomar, Koushik Biswas, Görkem Durak, Alpay Medetalibeyoğlu, Matthew Antalek +5 more

Mortality Prediction of Pulmonary Embolism Patients with Deep Learning and XGBoost

(2024)10.1109/iceccme62383.2024.10797099
N/A
0DataRank · unranked
3 citations

Vedat Çiçek, Tufan Çınar, Elif Keleş, Bradley D. Allen, Hatice Savas +4 more

Large Scale MRI Collection and Segmentation of Cirrhotic Liver

arXiv (Cornell University)(2024)10.48550/arxiv.2410.16296
N/A
0DataRank · unranked
1 citations

Onkar Susladkar, Vandan Gorade, Elif Keleş, Matthew Antalek, Deniz Seyithanoğlu +12 more

IPMN Risk Assessment under Federated Learning Paradigm

arXiv (Cornell University)(2024)10.48550/arxiv.2411.05697
N/A
0DataRank · unranked
1 citations

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

Detection of Peri-Pancreatic Edema using Deep Learning and Radiomics Techniques

arXiv (Cornell University)(2024)10.48550/arxiv.2404.17064
Top 100%
0DataRank
Top 100%0 citations

Debesh Jha, Koushik Biswas, Zheyuan Zhang, Yury Velichko, Cemal Yazıcı +7 more

Towards Synergistic Deep Learning Models for Volumetric Cirrhotic Liver Segmentation in MRIs

arXiv (Cornell University)(2024)10.48550/arxiv.2408.04491
N/A
0DataRank · unranked
0 citations

Onkar Susladkar, Görkem Durak, Elif Keleş, Aktas, Ertugrul, Timurhan Cebeci +5 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

Uncertainty-Guided Cross Attention Ensemble Mean Teacher for Semi-supervised Medical Image Segmentation

arXiv (Cornell University)(2024)10.48550/arxiv.2412.15380
N/A
0DataRank · unranked
0 citations

Amit Soni Arya, Koushik Biswas, Gennaro, Nicol`o, Vedat Çiçek, Görkem Durak +3 more

A Conceptual Framework for Applying Ethical Principles of AI to Medical Practice

Bioengineering(2025)10.3390/bioengineering12020180
N/A
0DataRank · unranked
35 citations

Görkem Durak, Vanshali Sharma, Elif Keleş, Vedat Çiçek, Zheyuan Zhang +10 more

Ethical framework for responsible foundational models in medical imaging

Frontiers in Medicine(2025)10.3389/fmed.2025.1544501
N/A
0DataRank · unranked
13 citations

Görkem Durak, Abhijit Das, Jasmer Sanjotra, Onkar Susladkar, Suramyaa Sarkar +31 more

Pediatric pancreas segmentation from MRI scans with deep learning

Pancreatology(2025)10.1016/j.pan.2025.06.006
N/A
0DataRank · unranked
6 citations

Merve Yazol, Görkem Durak, Ziliang Hong, Halil Ertugrul Aktas, Zheyuan Zhang +9 more

Large language models standardize the interpretation of complex oncology guidelines for brain metastases

Communications Medicine(2025)10.1038/s43856-025-01315-6
N/A
0DataRank · unranked
2 citations

Baver Tütün, Görkem Durak, Emre Batuhan Yildirim, Emre Uysal, Şükrü Mehmet Ertürk +2 more

Large Scale MRI Collection and Segmentation of Cirrhotic Liver

Scientific Data(2025)10.1038/s41597-025-05201-7
N/A
0DataRank · unranked
11 citations

Onkar Susladkar, Vandan Gorade, Elif Keleş, Matthew Antalek, Deniz Seyithanoğlu +12 more

Adaptive Aggregation Weights for Federated Segmentation of Pancreas MRI

EUR Research Repository (Erasmus University Rotterdam)(2025)10.1109/isbi60581.2025.10981148
N/A
0DataRank · unranked
4 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
0DataRank · unranked
1 citations

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

Is Long Range Sequential Modeling Necessary For Colorectal Tumor Segmentation?

arXiv (Cornell University)(2025)10.48550/arxiv.2502.07120
N/A
0DataRank · unranked
0 citations

Koushik Biswas, Görkem Durak, Gulsah Ozden, Mustafa Adlı, Ulaş Bağcı +1 more

Is Long Range Sequential Modeling Necessary for Colorectal Tumor Segmentation?

(2025)10.1109/isbi60581.2025.10980861
N/A
0DataRank · unranked
0 citations

Koushik Biswas, Görkem Durak, Gulsah Ozden, Mustafa Adlı, Ulaş Bağcı +1 more

AdverIN: Monotonic adversarial intensity attack for domain generalization in medical image segmentation

Medical Image Analysis(2025)10.1016/j.media.2025.103848
N/A
0DataRank · unranked
0 citations

Bin Wang, Lanhong Yao, Elif Keleş, Debesh Jha, Matthew Antalek +7 more

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation

arXiv (Cornell University)(2025)10.48550/arxiv.2506.23334
N/A
0DataRank · unranked
0 citations

Ziliang Hong, Görkem Durak, Ziyue Xu, Ulaş Bağcı, Hongyi Pan

TAGS: 3D Tumor-Adaptive Guidance for SAM

(2025)10.1109/iccvw69036.2025.00457
N/A
0DataRank · unranked
0 citations

Linkai Peng, Zheyuan Zhang, Görkem Durak, Ulas Bagci, Sirui Li

Advances for Managing Pancreatic Cystic Lesions: Integrating Imaging and AI Innovations

Cancers(2024)10.3390/cancers16244268
N/A
0DataRank · unranked
20 citations

Görkem Durak, Elif Keleş, Alpay Medetalibeyoğlu, Ziliang Hong, Zheyuan Zhang +12 more

Detection of Peri-Pancreatic Edema using Deep Learning and Radiomics Techniques

PubMed(2024)10.1109/embc53108.2024.10782032
N/A
0DataRank · unranked
3 citations

Debesh Jha, Koushik Biswas, Zheyuan Zhang, Yury Velichko, Cemal Yazıcı +7 more