Gorkem Durak

Researcher, Radiology, Northwestern University

Joined

May 2024

Names

Gorkem Durak (Preferred)

Emails

****@northwestern.edu (Confirmed)

Personal Links

DBLP

ORCID

Career & Education History

Researcher

Radiology, Northwestern University (northwestern.edu)

2024 – Present

Postdoc

Faculty of Medicine, Istanbul University (istanbul.edu.tr)

2018 – 2024

PhD student

Faculty of Medicine, Istanbul University (istanbul.edu.tr)

2011 – 2017

Advisors, Relations & Conflicts

Coauthor

Debesh Jha

Present

Postdoc Advisor

Ulas Bagci

Present

Expertise

AI in Radiology

Present

Abdominal Radiology

Present

Thoracic Radiology

Present

Publications

CrossPan: A Comprehensive Benchmark for Cross-Sequence Pancreas MRI Segmentation and Generalization
Linkai Peng, Cuiling Sun, Zheyuan Zhang, Wanying Dou, Halil Ertugrul Aktas, Andrea M. Bejar, Elif Keles, Tamas Gonda, Michael B Wallace, Zongwei Zhou, Gorkem Durak, Rajesh N Keswani, Ulas Bagci
- MIDL 2026 - Validation Papers Poster
- Readers: Everyone
PolypDB: A Curated Multi-Center Dataset for Development of AI Algorithms in Colonoscopy
Debesh Jha, Nikhil Kumar Tomar, Vanshali Sharma, Quoc-Huy Trinh, Koushik Biswas, Hongyi Pan, Gorkem Durak, Alexander Hann, Jonas Varkey, Hang Viet Dao, Long Dao Van, Binh Nguyen Phuc, Nikolaos Papachrysos, Brandon Rieders, Mark Enrik Geissler, Tyler M. Berzin, Pål Halvorsen, Michael Alexander Riegler, Thomas de Lange, Ulas Bagci
- Submitted to ICLR 2026
- Readers: Everyone
PRS-MED: POSITION REASONING SEGMENTATION IN MEDICAL IMAGING
Quoc-Huy Trinh, Minh-Van Nguyen, Jun Zeng, Gorkem Durak, Halil Ertugrul Aktas, Ulas Bagci, Debesh Jha
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Eye Tell the Truth: GazeVal Highlights Shortcomings of Generative AI in Medical Imaging
David Wong, Bin Wang, Gorkem Durak, Marouane Tliba, Akshay S Chaudhari, Aladine Chetouani, Ahmet Enis Cetin, Cagdas Topel, Nicolo Gennaro, Camila Lopes Vendrami, Tugce Agirlar Trabzonlu, Amir Ali Rahsepar, Laetitia Perronne, Matthew Antalek, Onural Ozturk, Gokcan Okur, Andrew C Gordon, Ayis Pyrros, Frank H Miller, Amir A. Borhani et al. (6 additional authors not shown)
- SyntaGen 2025 Poster
- Readers: Everyone
MedDelinea: Scalable and Efficient Medical Image Segmentation via Controllable Diffusion Transformers
Gayatri Deshmukh, Onkar Kishor Susladkar, Debesh Jha, Elif Keles, Halil Ertugrul Aktas, alpay medetalibeyoglu, Daniela P. Ladner, Amir A. Borhani, Gorkem Durak, Ulas Bagci
- MIDL 2025 Poster
- Readers: Everyone
Adaptive Smooth Activation Function for Improved Organ Segmentation and Disease Diagnosis
Koushik Biswas, Debesh Jha, Nikhil Kumar Tomar, Meghana Karri, Amit Reza, Gorkem Durak, Alpay Medetalibeyoglu, Matthew Antalek, Yury Velichko, Daniela P. Ladner, Amir Borhani, Ulas Bagci
- MICCAI (9) 2024
- Readers: Everyone
Towards Synergistic Deep Learning Models for Volumetric Cirrhotic Liver Segmentation in MRIs
Vandan Gorade, Onkar Susladkar, Gorkem Durak, Elif Keles, Ertugrul Aktas, Timurhan Cebeci, Alpay Medetalibeyoglu, Daniela P. Ladner, Debesh Jha, Ulas Bagci
- CoRR 2024
- Readers: Everyone
A Novel Momentum-Based Deep Learning Techniques for Medical Image Classification and Segmentation
Koushik Biswas, Ridam Pal, Shaswat Patel, Debesh Jha, Meghana Karri, Amit Reza, Gorkem Durak, Alpay Medetalibeyoglu, Matthew Antalek, Yury Velichko, Daniela P. Ladner, Amir Borhani, Ulas Bagci
- MLMI@MICCAI (1) 2024
- Readers: Everyone
Practical and Ethical Considerations for Generative AI in Medical Imaging
Debesh Jha, Ashish Rauniyar, Desta Haileselassie Hagos, Vanshali Sharma, Nikhil Kumar Tomar, Zheyuan Zhang, Ilkin Isler, Gorkem Durak, Michael B. Wallace, Cemal Yazici, Tyler M. Berzin, Koushik Biswas, Ulas Bagci
- FAIMI/EPIMI@MICCAI 2024
- Readers: Everyone
PolypDB: A Curated Multi-Center Dataset for Development of AI Algorithms in Colonoscopy
Debesh Jha, Nikhil Kumar Tomar, Vanshali Sharma, Quoc-Huy Trinh, Koushik Biswas, Hongyi Pan, Ritika Kumari Jha, Gorkem Durak, Alexander Hann, Jonas Varkey, Hang Viet Dao, Long Van Dao, Binh Phuc Nguyen, Khanh Cong Pham, Quang Trung Tran, Nikolaos Papachrysos, Brandon Rieders, Peter Thelin Schmidt, Enrik Geissler, Tyler Berzin et al. (4 additional authors not shown)
- CoRR 2024
- Readers: Everyone

View all 19 publications

Co-Authors

View all 109 co-authors