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"cancer detection": models, code, and papers
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Leveraging a realistic synthetic database to learn Shape-from-Shading for estimating the colon depth in colonoscopy images

Nov 08, 2023
Josué Ruano, Martín Gómez, Eduardo Romero, Antoine Manzanera

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Morphology-Enhanced CAM-Guided SAM for weakly supervised Breast Lesion Segmentation

Nov 18, 2023
Xin Yue, Qing Zhao, Jianqiang Li, Xiaoling Liu, Changwei Song, Suqin Liu, Guanghui Fu

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Enhancing Transformer-Based Segmentation for Breast Cancer Diagnosis using Auto-Augmentation and Search Optimisation Techniques

Nov 18, 2023
Leon Hamnett, Mary Adewunmi, Modinat Abayomi, Kayode Raheem, Fahad Ahmed

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FAU-Net: An Attention U-Net Extension with Feature Pyramid Attention for Prostate Cancer Segmentation

Sep 04, 2023
Pablo Cesar Quihui-Rubio, Daniel Flores-Araiza, Miguel Gonzalez-Mendoza, Christian Mata, Gilberto Ochoa-Ruiz

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A Deep Analysis of Transfer Learning Based Breast Cancer Detection Using Histopathology Images

Apr 11, 2023
Md Ishtyaq Mahmud, Muntasir Mamun, Ahmed Abdelgawad

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Virchow: A Million-Slide Digital Pathology Foundation Model

Sep 21, 2023
Eugene Vorontsov, Alican Bozkurt, Adam Casson, George Shaikovski, Michal Zelechowski, Siqi Liu, Philippe Mathieu, Alexander van Eck, Donghun Lee, Julian Viret, Eric Robert, Yi Kan Wang, Jeremy D. Kunz, Matthew C. H. Lee, Jan Bernhard, Ran A. Godrich, Gerard Oakley, Ewan Millar, Matthew Hanna, Juan Retamero, William A. Moye, Razik Yousfi, Christopher Kanan, David Klimstra, Brandon Rothrock, Thomas J. Fuchs

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TRUSformer: Improving Prostate Cancer Detection from Micro-Ultrasound Using Attention and Self-Supervision

Mar 03, 2023
Mahdi Gilany, Paul Wilson, Andrea Perera-Ortega, Amoon Jamzad, Minh Nguyen Nhat To, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi

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Deep Learning Techniques for Cervical Cancer Diagnosis based on Pathology and Colposcopy Images

Oct 25, 2023
Hana Ahmadzadeh Sarhangi, Dorsa Beigifard, Elahe Farmani, Hamidreza Bolhasani

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