FocusNet: An attention-based Fully Convolutional Network for Medical Image Segmentation

8 February 2019

Papers citing "FocusNet: An attention-based Fully Convolutional Network for Medical Image Segmentation"

34 / 34 papers shown

Title
A Prototype Unit for Image De-raining using Time-Lapse Data Jaehoon Cho Minjung Yoo Jini Yang Sunok Kim 47 0 0 27 Dec 2024
FMDNN: A Fuzzy-guided Multi-granular Deep Neural Network for Histopathological Image Classification Weiping Ding Tianyi Zhou Jiashuang Huang Shu Jiang Tao Hou Chin-Teng Lin 34 8 0 22 Jul 2024
PMFSNet: Polarized Multi-scale Feature Self-attention Network For Lightweight Medical Image Segmentation Jiahui Zhong Wenhong Tian Yuanlun Xie Zhijia Liu Jie Ou Taoran Tian Lei Zhang 23 6 0 15 Jan 2024
SSL-CPCD: Self-supervised learning with composite pretext-class discrimination for improved generalisability in endoscopic image analysis Ziang Xu J. Rittscher Sharib Ali 26 3 0 31 May 2023
Attention Mechanisms in Medical Image Segmentation: A Survey Yutong Xie Bing Yang Qi Guan Jianpeng Zhang Qi Wu Yong-quan Xia ViT MedIm 25 16 0 29 May 2023
LCAUnet: A skin lesion segmentation network with enhanced edge and body fusion Qisen Ma Keming Mao Gao Wang Lisheng Xu Yuhai Zhao 30 2 0 01 May 2023
Dilated-UNet: A Fast and Accurate Medical Image Segmentation Approach using a Dilated Transformer and U-Net Architecture Davoud Saadati Omid Nejati Manzari S. Mirzakuchaki ViT MedIm 30 15 0 22 Apr 2023
U-Net-based Models for Skin Lesion Segmentation: More Attention and Augmentation P. M. Kazaj MohammadHossein Koosheshi Alireza Shahedi A. V. Sadr SSeg 21 7 0 28 Oct 2022
Optimizing Vision Transformers for Medical Image Segmentation Qianying Liu Chaitanya Kaul Jun Wang Christos Anagnostopoulos Roderick Murray-Smith F. Deligianni ViT MedIm 24 19 0 14 Oct 2022
Medical Image Segmentation using LeViT-UNet++: A Case Study on GI Tract Data Praneeth Nemani Satyanarayana Vollala ViT MedIm 21 15 0 15 Sep 2022
MMOTU: A Multi-Modality Ovarian Tumor Ultrasound Image Dataset for Unsupervised Cross-Domain Semantic Segmentation Qi Zhao Shuchang Lyu Wenpei Bai Linghan Cai Binghao Liu Guangliang Cheng Meijing Wu Xiubo Sang Min Yang Lijiang Chen 26 6 0 14 Jul 2022
The Fully Convolutional Transformer for Medical Image Segmentation Athanasios Tragakis Chaitanya Kaul Roderick Murray-Smith D. Husmeier ViT MedIm 25 56 0 01 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 39 82 0 01 Jun 2022
DCSAU-Net: A Deeper and More Compact Split-Attention U-Net for Medical Image Segmentation Qing Xu Zhicheng Ma Nana He Wenting Duan SSeg OOD 54 228 0 02 Feb 2022
CpT: Convolutional Point Transformer for 3D Point Cloud Processing Chaitanya Kaul Joshua Mitton H. Dai Roderick Murray-Smith 3DPC 33 6 0 21 Nov 2021
PAANet: Progressive Alternating Attention for Automatic Medical Image Segmentation Abhishek Srivastava S. Chanda Debesh Jha Michael A. Riegler P. Halvorsen Dag Johansen Umapada Pal SSeg 16 5 0 20 Nov 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
PL-Net: Progressive Learning Network for Medical Image Segmentation Junlong Cheng Chengrui Gao Chaoqing Wang Zhang Ming Yong-Liang Yang Min Zhu SSeg 28 1 0 27 Oct 2021
Object Based Attention Through Internal Gating Jordan Lei Ari S. Benjamin Konrad Paul Kording OCL 24 4 0 08 Jun 2021
MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation Abhishek Srivastava Debesh Jha S. Chanda Umapada Pal Haavard D. Johansen Dag Johansen Michael A. Riegler Sharib Ali P. Halvorsen 38 197 0 16 May 2021
Automatic Detection of Cardiac Chambers Using an Attention-based YOLOv4 Framework from Four-chamber View of Fetal Echocardiography Sibo Qiao Shanchen Pang G. Luo S. Pan Xun Wang Min Wang Xue Zhai Taotao Chen 15 8 0 26 Nov 2020
Deep-LIBRA: Artificial intelligence method for robust quantification of breast density with independent validation in breast cancer risk assessment O. H. Maghsoudi A. Gastounioti Christopher Scott Lauren Pantalone Fang-Fang Wu Eric A. Cohen S. Winham E. Conant C. Vachon D. Kontos 16 44 0 13 Nov 2020
Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy Sharib Ali Mariia Dmitrieva N. Ghatwary Sophia Bano Gorkem Polat ... Terry Tran-Nguyen A. Bailey B. Braden J. East J. Rittscher 29 10 0 12 Oct 2020
Medical Image Segmentation Using Deep Learning: A Survey Risheng Wang Tao Lei Xiaogang Du Yong Wan Hongying Meng A. Nandi SSeg OOD 33 544 0 28 Sep 2020
A Survey on Deep Learning Methods for Semantic Image Segmentation in Real-Time G. Takos SSeg 3DV VLM 25 19 0 27 Sep 2020
DONet: Dual Objective Networks for Skin Lesion Segmentation Yaxiong Wang Yunchao Wei Xueming Qian Li Zhu Yi Yang MedIm 13 6 0 19 Aug 2020
Detector-SegMentor Network for Skin Lesion Localization and Segmentation Shreshth Saini D. Gupta A. Tiwari 16 13 0 13 May 2020
Cascaded Context Enhancement Network for Automatic Skin Lesion Segmentation Ruxin Wang Shuyuan Chen Chaojie Ji Ye Li 19 8 0 17 Apr 2020
Multi-level Context Gating of Embedded Collective Knowledge for Medical Image Segmentation Maryam Asadi-Aghbolaghi Reza Azad M. Fathy Sergio Escalera SSeg 20 60 0 10 Mar 2020
FocusNet++: Attentive Aggregated Transformations for Efficient and Accurate Medical Image Segmentation Chaitanya Kaul Nick E. Pears Hang Dai Roderick Murray-Smith S. Manandhar SSeg 31 6 0 04 Dec 2019
Penalizing small errors using an Adaptive Logarithmic Loss Chaitanya Kaul Nick E. Pears Hang Dai Roderick Murray-Smith S. Manandhar 22 9 0 22 Oct 2019
Skin Cancer Segmentation and Classification with NABLA-N and Inception Recurrent Residual Convolutional Networks Md. Zahangir Alom Theus H. Aspiras T. Taha V. Asari 21 44 0 25 Apr 2019
Spatially Aware Melanoma Segmentation Using Hybrid Deep Learning Techniques Mohammed Attia Mustafa Hossny S. Nahavandi A. Yazdabadi 27 18 0 26 Feb 2017
Lip Reading Sentences in the Wild Joon Son Chung A. Senior Oriol Vinyals Andrew Zisserman 176 784 0 16 Nov 2016