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

Elif Keleş

Northwestern University

ORCID: 0000-0001-8103-797X

Also affiliated with University of Northwestern

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 26 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

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

Selecting the best optimizers for deep learning–based medical image segmentation

Frontiers in Radiology(2023)10.3389/fradi.2023.1175473
N/A
0DataRank · unranked
28 citations

Vedat Çiçek, Elif Keleş, Ulaş Bağcı, Aliasghar Mortazi

Deep Learning Algorithms for Pancreas Segmentation from Radiology Scans

Advances in Clinical Radiology(2023)10.1016/j.yacr.2023.05.001
N/A
0DataRank · unranked
18 citations

Lanhong Yao, Elif Keleş, Yury Velichko, Ulaş Bağcı, Zheyuan Zhang

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

arXiv (Cornell University)(2023)10.48550/arxiv.2304.11530
N/A
0DataRank · unranked
21 citations

Durak, Gorkem, Vanshali Sharma, Elif Keleş, Cicek, Vedat, Zheyuan Zhang +10 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

The Past, Current, and Future of Neonatal Intensive Care Units with Artificial Intelligence

arXiv (Cornell University)(2023)10.48550/arxiv.2302.00225
N/A
0DataRank · unranked
3 citations

Ulaş Bağcı, Elif Keleş

DiffBoost: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model

arXiv (Cornell University)(2023)10.48550/arxiv.2310.12868
N/A
0DataRank · unranked
3 citations

Lanhong Yao, Bin Wang, Debesh Jha, Durak, Gorkem, Elif Keleş +3 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

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

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

Explainable Transformer Prototypes for Medical Diagnoses

arXiv (Cornell University)(2024)10.48550/arxiv.2403.06961
N/A
0DataRank · unranked
1 citations

Debesh Jha, Zheyuan Zhang, Elif Keleş, Bradley D. Allen, Aggelos K. Katsaggelos +2 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

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

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

Machine learning based clinical decision tool to predict acute kidney injury and survival in therapeutic hypothermia treated neonates

Scientific Reports(2025)10.1038/s41598-025-01141-9
N/A
0DataRank · unranked
6 citations

Syed Yaseen Ali, Pia Wintermark, Pieter Annaert, F. Groenendaal, Suzan Şahin +13 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 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

The past, current, and future of neonatal intensive care units with artificial intelligence: a systematic review

npj Digital Medicine(2023)10.1038/s41746-023-00941-5
N/A
0DataRank · unranked
67 citations

Ulaş Bağcı, Elif Keleş

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

A review of deep learning and radiomics approaches for pancreatic cancer diagnosis from medical imaging

Current Opinion in Gastroenterology(2023)10.1097/mog.0000000000000966
N/A
0DataRank · unranked
51 citations

Zheyuan Zhang, Elif Keleş, Cemal Yazıcı, Temel Tirkes, Ulaş Bağcı +1 more