SSL-CPCD: Self-supervised learning with composite pretext-class discrimination for improved generalisability in endoscopic image analysis

31 May 2023

Papers citing "SSL-CPCD: Self-supervised learning with composite pretext-class discrimination for improved generalisability in endoscopic image analysis"

7 / 7 papers shown

Title
Holistic White-light Polyp Classification via Alignment-free Dense Distillation of Auxiliary Optical Chromoendoscopy Qiang Hu Qimei Wang Jia Chen Xuantao Ji Qiang Li Zhiwei Wang 10 0 0 25 May 2025
A Self-Supervised Framework for Improved Generalisability in Ultrasound B-mode Image Segmentation Edward Ellis A. Bulpitt Nasim Parsa Michael F Byrne Sharib Ali 126 0 0 04 Feb 2025
Frontiers in Intelligent Colonoscopy Ge-Peng Ji Jingyi Liu Peng Xu Nick Barnes Fahad Shahbaz Khan Salman Khan Deng-Ping Fan 57 4 0 22 Oct 2024
ECC-PolypDet: Enhanced CenterNet with Contrastive Learning for Automatic Polyp Detection Yuncheng Jiang Zixun Zhang Yiwen Hu Guanbin Li Xiang Wan Song Wu Shuguang Cui Silin Huang Zhen Li 54 3 0 10 Jan 2024
Preservational Learning Improves Self-supervised Medical Image Models by Reconstructing Diverse Contexts Hong-Yu Zhou Chi-Ken Lu Sibei Yang Xiaoguang Han Yizhou Yu SSL CLL 63 86 0 09 Sep 2021
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 393 10,661 0 19 Feb 2017
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 208 7,353 0 05 Jun 2015