Research Interests
- Inflammatory bowel disease (IBD)
- Advanced endoscopy
- Noninvasive assessment of liver disease
- Natural language processing & AI in endoscopy
- AI-assisted clinical decision support
- Clinical trial methodology
Research Projects
ELASTIBD: Liver Fibrosis and Steatosis in IBD
NLP for Colonoscopy Quality
NLP in Ulcerative Colitis
National IBD Epidemiology in Türkiye (TÜSEB)
AI in Crohn's Disease Imaging
Large Language Models for IBD Phenotyping
Education
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PhD, Clinical Trials
2026 - presentIstanbul University, Institute of Health Sciences
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Fellowship, Gastroenterology & Hepatology
2024 - presentIstanbul University, Istanbul Faculty of Medicine
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Residency, Internal Medicine
2018 - 2022Istanbul University, Istanbul Faculty of Medicine
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MD
2012 - 2018Istanbul University, Istanbul Faculty of Medicine
Academic Service & Memberships
- Peer reviewer
- American Journal of Gastroenterology
Inflammatory Bowel Diseases
Journal of Clinical Gastroenterology - Memberships
- European Society of Gastrointestinal Endoscopy (ESGE)
American Society for Gastrointestinal Endoscopy (ASGE)
European Crohn's and Colitis Organisation (ECCO)
Crohn's & Colitis Foundation
Turkish Inflammatory Bowel Disease Association (IBHD)
Turkish Association for the Study of the Liver (TKAD) - Faculty roles
- Young Co-Chair, UEG Week 2026: moderated poster session “Therapeutics in IBD: Real-world experience (I)”
Selected Publications
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Liver Fibrosis and Steatosis in Inflammatory Bowel Disease: A Cross-Sectional Matched-Control Transient Elastography Study (ELASTIBD)
Hepatology Research, 2026
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Trends in Inflammatory Bowel Diseases Across a Eurasian Crossroad: A Decade of Multicenter Data
Journal of Clinical Gastroenterology, 2025
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Transient elastography measurements of the liver and transplanted kidney in patients with AA amyloidosis: a cross-sectional comparative study
Rheumatology International, 2025
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Characteristics and course of patients with AA amyloidosis: single centre experience with 174 patients from Turkey
Rheumatology (Oxford), 2024
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Criteria for Hyperinflammation Developing in COVID-19: Analysis of 2 Cohorts From Different Periods of the Pandemic
Arthritis & Rheumatology, 2023
Talks & Presentations
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UEG Week 2026: Young Co-Chair and three abstract presentations
UEG Week 2026 · Barcelona, Spain
Young Co-Chair of the moderated poster session “Therapeutics in IBD: Real-world experience (I)”, plus three accepted abstracts on NLP/LLM-based Montreal classification, transient elastography in heart failure, and a clinical case of clear cell sarcoma of the gastrointestinal tract.
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NLP-based classification of bowel preparation quality in colonoscopy reports
Digestive Disease Week (DDW) 2026 · Chicago, IL, United States
Poster Mo2176: automated bowel-preparation quality classification over 11,374 colonoscopy reports (TF-IDF + logistic regression, ~92% accuracy), selected for the AGA Innovation Themed Walking Tour.
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NLP-based classification of bowel preparation quality and its association with adenoma detection rate
UEG Week 2025 · Berlin, Germany
Late-breaking oral presentation: NLP classification of bowel-preparation quality (TF-IDF + logistic regression, 92% CV accuracy, 11,374 reports) and its association with adenoma detection rate (n = 5,420; ADR 20.4%).
Awards
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2025
Best Poster Presentation Award
Turkish Society of Gastroenterology (TGD)
Assessment of liver stiffness by transient elastography in heart failure: a cross-sectional study linking hepatic congestion with echocardiographic findings
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2023
Best Thesis Award
Istanbul University, Istanbul Faculty of Medicine
Evaluation of hepatobiliary pathologies using non-invasive methods (radiological, FibroScan and biochemical) in patients with inflammatory bowel disease
Contact
Open to collaboration on datasets, multicentre studies, AI/NLP validation and clinical research. Get in touch by e-mail.
Clinic
Division of Gastroenterology & HepatologyDepartment of Internal Medicine
Istanbul University, Istanbul Faculty of Medicine
Çapa, Fatih, Istanbul, Türkiye View on map