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RUPNet: Residual upsampling network for real-time polyp segmentation


Jan 06, 2023
Nikhil Kumar Tomar, Ulas Bagci, Debesh Jha

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* Accepted SPIE Medical Imaging 2023 

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Domain Generalization with Correlated Style Uncertainty


Dec 20, 2022
Zheyuan Zhang, Bin Wang, Debesh Jha, Ugur Demir, Ulas Bagci

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* Code is available after peer review 

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A Critical Appraisal of Data Augmentation Methods for Imaging-Based Medical Diagnosis Applications


Dec 14, 2022
Tara M. Pattilachan, Ugur Demir, Elif Keles, Debesh Jha, Derk Klatte, Megan Engels, Sanne Hoogenboom, Candice Bolan, Michael Wallace, Ulas Bagci

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Multi-Scale Fusion Methodologies for Head and Neck Tumor Segmentation


Oct 29, 2022
Abhishek Srivastava, Debesh Jha, Bulent Aydogan, Mohamed E. Abazeed, Ulas Bagci

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DilatedSegNet: A Deep Dilated Segmentation Network for Polyp Segmentation


Oct 24, 2022
Nikhil Kumar Tomar, Debesh Jha, Ulas Bagci

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* Accepted at MMM 2023 

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An Efficient Multi-Scale Fusion Network for 3D Organ at Risk (OAR) Segmentation


Aug 15, 2022
Abhishek Srivastava, Debesh Jha, Elif Keles, Bulent Aydogan, Mohamed Abazeed, Ulas Bagci

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* 4 pages, 2 figures, 2 tables 

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Federated Learning for Medical Applications: A Taxonomy, Current Trends, Challenges, and Future Research Directions


Aug 15, 2022
Ashish Rauniyar, Desta Haileselassie Hagos, Debesh Jha, Jan Erik Håkegård, Ulas Bagci, Danda B. Rawat, Vladimir Vlassov

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Federated Learning for Medical Applications: A Taxonomy, Current Trends, and Research Challenges


Aug 05, 2022
Ashish Rauniyar, Desta Haileselassie Hagos, Debesh Jha, Jan Erik Håkegård, Ulas Bagci, Danda B. Rawat, Vladimir Vlassov

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Automatic Polyp Segmentation with Multiple Kernel Dilated Convolution Network


Jun 23, 2022
Nikhil Kumar Tomar, Abhishek Srivastava, Ulas Bagci, Debesh Jha

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* Published CBMS 2022 

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TransResU-Net: Transformer based ResU-Net for Real-Time Colonoscopy Polyp Segmentation


Jun 17, 2022
Nikhil Kumar Tomar, Annie Shergill, Brandon Rieders, Ulas Bagci, Debesh Jha

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