Attention Gated Networks: Learning to Leverage Salient Regions in Medical Images

22 August 2018

Papers citing "Attention Gated Networks: Learning to Leverage Salient Regions in Medical Images"

50 / 106 papers shown

Title
PATO: Producibility-Aware Topology Optimization using Deep Learning for Metal Additive Manufacturing Naresh S. Iyer Amir M. Mirzendehdel S. Raghavan Yang Jiao Erva Ulu M. Behandish S. Nelaturi D. Robinson AI4CE 25 10 0 08 Dec 2021
Mixed Transformer U-Net For Medical Image Segmentation Hongyi Wang Shiao Xie Lanfen Lin Yutaro Iwamoto X. Han Yenwei Chen Ruofeng Tong ViT MedIm 32 245 0 08 Nov 2021
Transparency of Deep Neural Networks for Medical Image Analysis: A Review of Interpretability Methods Zohaib Salahuddin Henry C. Woodruff A. Chatterjee Philippe Lambin 24 306 0 01 Nov 2021
Anatomical-Guided Attention Enhances Unsupervised PET Image Denoising Performance Yuya Onishi F. Hashimoto K. Ote H. Ohba R. Ota E. Yoshikawa Yasuomi Ouchi MedIm 23 30 0 02 Sep 2021
Self-supervised Multi-scale Consistency for Weakly Supervised Segmentation Learning Gabriele Valvano Andrea Leo Sotirios A. Tsaftaris 31 5 0 26 Aug 2021
Segmentation of Shoulder Muscle MRI Using a New Region and Edge based Deep Auto-Encoder Dr. Saddam Hussain Khan Asifullah Khan Yeon Soo Lee Mehdi Hassan Woong-Kyo Jeong 31 21 0 26 Aug 2021
Medical Image Segmentation with 3D Convolutional Neural Networks: A Survey S. Niyas S. Pawan Anand Kumar Jeny Rajan MedIm 53 83 0 19 Aug 2021
Explainable artificial intelligence (XAI) in deep learning-based medical image analysis Bas H. M. van der Velden Hugo J. Kuijf K. Gilhuijs M. Viergever XAI 40 638 0 22 Jul 2021
Modality-aware Mutual Learning for Multi-modal Medical Image Segmentation Yao Zhang Jiawei Yang Jiang Tian Zhongchao Shi Cheng Zhong Yang Zhang Zhiqiang He 37 90 0 21 Jul 2021
TransClaw U-Net: Claw U-Net with Transformers for Medical Image Segmentation Yao Chang Menghan Hu Zhai Guangtao Xiao-Ping Zhang MedIm ViT 76 96 0 12 Jul 2021
Challenges for machine learning in clinical translation of big data imaging studies Nicola K. Dinsdale Emma Bluemke V. Sundaresan M. Jenkinson Stephen Smith Ana I. L. Namburete AI4CE 45 41 0 07 Jul 2021
ResViT: Residual vision transformers for multi-modal medical image synthesis Onat Dalmaz Mahmut Yurt Tolga Çukur ViT MedIm 32 338 0 30 Jun 2021
Recent advances and clinical applications of deep learning in medical image analysis Xuxin Chen Ximing Wang Kecheng Zhang K. Fung T. Thai K. Moore Robert S. Mannel Hong Liu B. Zheng Y. Qiu OOD 18 574 0 27 May 2021
Cross-Modality Brain Tumor Segmentation via Bidirectional Global-to-Local Unsupervised Domain Adaptation Kelei He Wen Ji Tao Zhou Zhuoyuan Li Jing Huo Xin Zhang Yang Gao Dinggang Shen Bing-Bin Zhang Junfeng Zhang OOD 17 7 0 17 May 2021
Development of a Multi-Task Learning V-Net for Pulmonary Lobar Segmentation on Computed Tomography and Application to Diseased Lungs M. Martell Mitchell Chen K. Linton-Reid J. Posma S. Copley E. Aboagye 11 3 0 11 May 2021
Deep Learning for Rheumatoid Arthritis: Joint Detection and Damage Scoring in X-rays Krzysztof Maziarz A. Krason Z. Wojna MedIm 30 9 0 28 Apr 2021
Agent with Warm Start and Adaptive Dynamic Termination for Plane Localization in 3D Ultrasound Xin Yang Haoran Dou Ruobing Huang Wufeng Xue Yuhao Huang ... H. Luo Huizhi Guo Tianfu Wang Yi Xiong Dong Ni 9 20 0 26 Mar 2021
U-Net Transformer: Self and Cross Attention for Medical Image Segmentation Olivier Petit Nicolas Thome Clément Rambour L. Soler ViT MedIm 35 237 0 10 Mar 2021
TransBTS: Multimodal Brain Tumor Segmentation Using Transformer Wenxuan Wang Chia-Ju Chen Meng Ding Jiangyun Li Hong Yu Sen Zha ViT MedIm 8 701 0 07 Mar 2021
Learning With Context Feedback Loop for Robust Medical Image Segmentation K. Girum G. Créhange A. Lalande MedIm 22 39 0 04 Mar 2021
TransFuse: Fusing Transformers and CNNs for Medical Image Segmentation Yundong Zhang Huiye Liu Qiang Hu ViT MedIm 206 894 0 16 Feb 2021
DeepRA: Predicting Joint Damage From Radiographs Using CNN with Attention Neelam Chaturvedi 29 10 0 13 Feb 2021
Sequential vessel segmentation via deep channel attention network Dongdong Hao Song Ding Linwei Qiu Yisong Lv B. Fei Yueqi Zhu Binjie Qin 38 52 0 10 Feb 2021
Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentation Michael Yeung Evis Sala Carola-Bibiane Schönlieb L. Rundo 32 394 0 08 Feb 2021
End-to-end Prostate Cancer Detection in bpMRI via 3D CNNs: Effects of Attention Mechanisms, Clinical Priori and Decoupled False Positive Reduction A. Saha M. Hosseinzadeh Henkjan Huisman MedIm 42 130 0 08 Jan 2021
CovTANet: A Hybrid Tri-level Attention Based Network for Lesion Segmentation, Diagnosis, and Severity Prediction of COVID-19 Chest CT Scans Tanvir Mahmud Md. Jahin Alam Sakib Chowdhury Shams Nafisa Ali Md. Maisoon Rahman Shaikh Anowarul Fattah Mohammad Saquib 18 37 0 03 Jan 2021
Exploiting Shared Knowledge from Non-COVID Lesions for Annotation-Efficient COVID-19 CT Lung Infection Segmentation Yichi Zhang Qingcheng Liao Lin Yuan He Zhu Jiezhen Xing Jicong Zhang 52 23 0 31 Dec 2020
Inter-slice Context Residual Learning for 3D Medical Image Segmentation Jianpeng Zhang Yutong Xie Yan Wang Yong-quan Xia SSeg MedIm 24 88 0 28 Nov 2020
Preclinical Stage Alzheimer's Disease Detection Using Magnetic Resonance Image Scans Fatih Altay G. Sánchez Y. James S. Faraone Senem Velipasalar Asif Salekin 20 37 0 28 Nov 2020
U-Net and its variants for medical image segmentation: theory and applications N. Siddique Sidike Paheding Colin P. Elkin Vijay Devabhaktuni SSeg 28 1,045 0 02 Nov 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
CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation Ran Gu Guotai Wang Tao Song Rui Huang Michael Aertsen Jan Deprest Sébastien Ourselin Tom Kamiel Magda Vercauteren Shaoting Zhang SSeg 42 457 0 22 Sep 2020
Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates Gabriele Valvano Andrea Leo Sotirios A. Tsaftaris 16 5 0 02 Jul 2020
An encoder-decoder-based method for COVID-19 lung infection segmentation O. Elharrouss Nandhini Subramanian S. Al-Maadeed 22 36 0 02 Jul 2020
Boundary-aware Context Neural Network for Medical Image Segmentation Ruxin Wang Shuyuan Chen Chaojie Ji Jianping Fan Ye Li 27 138 0 03 May 2020
Hybrid Attention for Automatic Segmentation of Whole Fetal Head in Prenatal Ultrasound Volumes Xin Yang Xu Wang Yi Wang Haoran Dou Shengli Li H. Wen Yi Lin Pheng-Ann Heng Dong Ni 19 19 0 28 Apr 2020
Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Images Deng-Ping Fan Tao Zhou Ge-Peng Ji Yi Zhou Geng Chen Huazhu Fu Jianbing Shen Ling Shao 11 962 0 22 Apr 2020
Differentiable Top-k Operator with Optimal Transport Yujia Xie H. Dai Minshuo Chen Bo Dai T. Zhao H. Zha Wei Wei Tomas Pfister OT 32 27 0 16 Feb 2020
Liver Segmentation in Abdominal CT Images via Auto-Context Neural Network and Self-Supervised Contour Attention Minyoung Chung Jingyu Lee Jeongjin Lee Y. Shin MedIm 16 29 0 14 Feb 2020
An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization Yiqiu Shen Nan Wu Jason Phang Jungkyu Park Kangning Liu ... Laura Heacock S. G. Kim Linda Moy Kyunghyun Cho Krzysztof J. Geras 23 168 0 13 Feb 2020
Breast mass segmentation based on ultrasonic entropy maps and attention gated U-Net Michal Byra Piotr Jarosik K. Dobruch-Sobczak Z. Klimonda H. Piotrzkowska-Wróblewska J. Litniewski A. Nowicki 18 8 0 27 Jan 2020
SAUNet: Shape Attentive U-Net for Interpretable Medical Image Segmentation Jesse Sun Fatemeh Darbeha M. Zaidi Bo Wang AAML 19 110 0 21 Jan 2020
CHAOS Challenge -- Combined (CT-MR) Healthy Abdominal Organ Segmentation A. Emre Kavur N. Gezer M. Baris Sinem Aslan Pierre-Henri Conze ... Klaus H. Maier-Hein G. Akar Gözde B. Ünal O. Dicle M. Alper Selver 50 611 0 17 Jan 2020
Deep Learning-Based Solvability of Underdetermined Inverse Problems in Medical Imaging Chang Min Hyun Seong Hyeon Baek M. Lee S. Lee J.K. Seo 27 39 0 06 Jan 2020
Re-Identification and Growth Detection of Pulmonary Nodules without Image Registration Using 3D Siamese Neural Networks Xavier Rafael-Palou A. Aubanell Ilaria Bonavita M. Ceresa Gemma Piella Vicent J. Ribas M. A. G. Ballester 21 29 0 22 Dec 2019
Deep Semantic Segmentation of Natural and Medical Images: A Review Saeid Asgari Taghanaki Kumar Abhishek Joseph Paul Cohen Julien Cohen-Adad Ghassan Hamarneh SSeg VLM 45 667 0 16 Oct 2019
MGP-AttTCN: An Interpretable Machine Learning Model for the Prediction of Sepsis Margherita Rosnati Vincent Fortuin 23 34 0 27 Sep 2019
Model-Based and Data-Driven Strategies in Medical Image Computing Daniel Rueckert Julia A. Schnabel OOD MedIm AI4CE 28 50 0 23 Sep 2019
Multi-Task Attention-Based Semi-Supervised Learning for Medical Image Segmentation Shuai Chen Gerda Bortsova Antonio Garcia-Uceda Juarez Gijs van Tulder Marleen de Bruijne 19 154 0 29 Jul 2019
Multi-scale self-guided attention for medical image segmentation Ashish Sinha Jose Dolz SSeg 31 413 0 07 Jun 2019