Publications

Research in medical imaging, machine learning, and human intelligence.

Pancreatic diseases Clear all

41–60 of 62 publications

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2025AI - 2025

Radiomics-based machine learning models improve acute pancreatitis severity prediction

Ahmet Yasin Karkas et al.

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2024Cancers (2024)

Advances for managing pancreatic cystic lesions: integrating imaging and AI innovations

Deniz Seyithanoglu, Gorkem Durak, Elif Keles, Alpay Medetalibeyoglu, Ziliang Hong, Zheyuan Zhang, Yavuz B. Taktak, Timurhan Cebeci, Pallavi Tiwari, Yuri S. Velichko, Cemal Yazici, Temel Tirkes, Frank H. Miller, Rajesh N. Keswani, Concetto Spampinato, Michael B. Wallace and Ulas Bagci

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2024WACV 2024

Beyond self-attention: deformable large kernel attention for medical image segmentation.

Azad, Reza, et al.

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2024APA/JPS/CAP/IAP 2024 Annual Meeting

Deep learning based automated pancreas segmentation and volumetry measurement in patients with acute pancreatitis

Elif Keles, Gorkem Durak, Ziliang Hong, Jasson Barrios, Paya Sarraf,Matthew Antalek, Zheuyan Zhang, Brian Boulay, Ashley Vareedayah, Brian Layden,Temel Tirkes, Cemal Yazici, Ulas Bagci

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2024RSNA 2024

Detection of peri-pancreatic edema using deep learning and radiomics

ZIliang Hong, et al.

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2024IEEE EBMC 2024

Detection of peri-pancreatic edema using deep learning and radiomics techniques

Z. Hong, D. Jha, K. Biswas, Z. Zhang, Y. Velichko, C. Yazici, T. Tirkes, A. Borhani, B. Turkbey, A. Medetalibeyoglu, G. Durak, U. Bagci

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2024ICPR 2024

Harmonized spatial and spectral learning for robust and generalized medical image segmentation

Gorade, Vandan, et al.

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2024MICCAI AIPAD 2024

Optimizing synthetic data for enhanced pancreatic tumor segmentation

Linkai Peng, Zheyuan Zhang, Gorkem Durak, Frank H. Miller, Alpay Medetalibeyoglu, Michael B. Wallace, Ulas Bagci

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2024APA/JPS/CAP/IAP 2024 Annual Meeting

Patients with acute pancreatitis have significant decline in pancreas volume over time

Jasson Barrios, Elif Keles, Gorkem Durak, Ziliang Hong, Paya Sarraf,Matthew Antalek, Zheuyan Zhang, Brian Boulay, Ashley Vareedayah, Brian Layden,Temel Tirkes,Ulas Bagci,Cemal Yazici

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2024WACV 2024

SynergyNet: bridging the gap between discrete and continuous representations for precise medical image segmentation.

Gorade, Vandan, et al.

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2024APA/JPS/CAP/IAP 2024 Annual Meeting

The association of volumetric changes and disease severity with endocrine dysfunction following acute pancreatitis

Elif Keles, Gorkem Durak,Jasson Barrios, Ziliang Hong, Paya Sarraf,Matthew Antalek, Zheuyan Zhang, Brian Boulay, Ashley Vareedayah, Brian Layden,Temel Tirkes, Ulas Bagci,Cemal Yazici,

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2023DDW 2023

A fully automatic AI system for pancreas segmentation from multicenter MRI scans

Zheyuan Zhang, et al.

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2023Current Opinion in Gastroenterology

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

Yao, Lanhong; Zhang, Zheyuan; Keles, Elif; Yazici, Cemal; Tirkes, Temel; Bagci, Ulas

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2023Advances in Clinical Radiology - 2023

Deep learning algorithms for pancreas segmentation from radiology scans: a review

Zhang, Zheyuan, et al.

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2023MICCAI MLMI 2023

Radiomics boosts deep learning model for IPMN classification

Yao L, Zhang Z, Demir U, Keles E, Vendrami C, Agarunov E, Bolan C, Schoots I, Bruno M, Keswani R, Miller F, Gonda T, Yazici C, Tirkes T, Wallace M, Spampinato C, Bagci U.

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2022Pancreas 2022