CA-Net: Comprehensive Attention Convolutional Neural Networks for
Explainable Medical Image Segmentation

CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation

22 September 2020

Guotai Wang

Michael Aertsen

Sébastien Ourselin

Tom Kamiel Magda Vercauteren

Papers citing "CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation"

17 / 67 papers shown

Title
HMRNet: High and Multi-Resolution Network with Bidirectional Feature Calibration for Brain Structure Segmentation in Radiotherapy Hao Fu Guotai Wang Wenhui Lei Wei Xu Qianfei Zhao Shichuan Zhang Kang Li Shaoting Zhang 18 12 0 07 Jun 2022
Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives Jun Li Junyu Chen Yucheng Tang Ce Wang Bennett A. Landman S. K. Zhou ViT OOD MedIm 23 22 0 02 Jun 2022
XBound-Former: Toward Cross-scale Boundary Modeling in Transformers Jiacheng Wang Fei Chen Yuxi Ma Liansheng Wang Zhaodong Fei Jia Shuai Xiangdong Tang Qichao Zhou Jing Qin ViT MedIm 27 63 0 02 Jun 2022
A Survey on Deep Learning for Skin Lesion Segmentation Z. Mirikharaji Kumar Abhishek Alceu Bissoto Catarina Barata Sandra Avila Eduardo Valle M. Celebi Ghassan Hamarneh 44 82 0 01 Jun 2022
LEFM-Nets: Learnable Explicit Feature Map Deep Networks for Segmentation of Histopathological Images of Frozen Sections Dario Sitnik I. Kopriva MedIm 37 3 0 14 Apr 2022
Faithful learning with sure data for lung nodule diagnosis Hanxiao Zhang Liang Chen Xiao Gu Minghui Zhang Yulei Qin Feng Yao Zhexin Wang Yun Gu Guangyao Yang 4 1 0 25 Feb 2022
Semi-supervised Medical Image Segmentation via Geometry-aware Consistency Training Zihang Liu Chunhui Zhao 27 4 0 12 Feb 2022
LAP: An Attention-Based Module for Concept Based Self-Interpretation and Knowledge Injection in Convolutional Neural Networks Rassa Ghavami Modegh Ahmadali Salimi Alireza Dizaji Hamid R. Rabiee FAtt 32 0 0 27 Jan 2022
ExAID: A Multimodal Explanation Framework for Computer-Aided Diagnosis of Skin Lesions Adriano Lucieri Muhammad Naseer Bajwa S. Braun M. I. Malik Andreas Dengel Sheraz Ahmed 36 61 0 04 Jan 2022
Fusion of medical imaging and electronic health records with attention and multi-head machanisms Cheng Jiang Yihao Chen Jianbo Chang M. Feng Renzhi Wang Jianhua Yao 24 8 0 22 Dec 2021
Real-time Instance Segmentation of Surgical Instruments using Attention and Multi-scale Feature Fusion Juan Carlos Angeles Ceron Gilberto Ochoa-Ruiz Leonardo Chang Sharib Ali 29 36 0 09 Nov 2021
TorchEsegeta: Framework for Interpretability and Explainability of Image-based Deep Learning Models S. Chatterjee Arnab Das Chirag Mandal Budhaditya Mukhopadhyay Manish Vipinraj Aniruddh Shukla R. Rao Chompunuch Sarasaen Oliver Speck A. Nürnberger MedIm 37 14 0 16 Oct 2021
Domain Composition and Attention for Unseen-Domain Generalizable Medical Image Segmentation Ran Gu Jingyang Zhang Rui Huang Wenhui Lei Guotai Wang Shaoting Zhang OOD 23 27 0 18 Sep 2021
Trilateral Attention Network for Real-time Medical Image Segmentation Ghada Zamzmi V. Sachdev Sameer Kiran Antani MedIm 19 2 0 17 Jun 2021
Deep Learning Based Decision Support for Medicine -- A Case Study on Skin Cancer Diagnosis Adriano Lucieri Andreas Dengel Sheraz Ahmed 9 7 0 02 Mar 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 337 10,633 0 19 Feb 2017
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 446 15,652 0 02 Nov 2015