Publications

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

2024 Pancreatic diseases Clear all

1–10 of 10 publications

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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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