Papers citing 'LadderNet: Multi-path networks based on U-Net for medical image segmentation'

Title
A BERT-Style Self-Supervised Learning CNN for Disease Identification from Retinal Images Xin Li Wenhui Zhu Peijie Qiu Oana Dumitrascu Amal Youssef Yucheng Wang SSL MedIm 240 1 0 25 Apr 2025
LGPS: A Lightweight GAN-Based Approach for Polyp Segmentation in Colonoscopy Images Fiseha B. Tesema Alejandro Guerra Manzanares Tianxiang Cui Qian Zhang Moses Solomon Sean He 178 3 0 24 Mar 2025
Benchmarking Retinal Blood Vessel Segmentation Models for Cross-Dataset and Cross-Disease Generalization Jeremiah Fadugba Patrick Köhler Lisa M. Koch P. Manescu Philipp Berens 159 1 0 21 Jun 2024
SineNet: Learning Temporal Dynamics in Time-Dependent Partial Differential Equations Xuan Zhang Jacob Helwig Yu-Ching Lin Yaochen Xie Cong Fu Stephan Wojtowytsch Shuiwang Ji AI4CE 297 10 0 28 Mar 2024
Pruning random resistive memory for optimizing analogue AI Yi Li Song-jian Wang Yaping Zhao Shaocong Wang Woyu Zhang ... Xiaoxin Xu Dashan Shang Qi Liu Kwang-Ting Cheng Ming-Yuan Liu 118 1 0 13 Nov 2023
Towards Safer Robot-Assisted Surgery: A Markerless Augmented Reality FrameworkNeural Networks (Neural Netw.), 2023 Ziyang Chen Laura Cruciani Ke Fan Matteo Fontana E. Lievore O. de Cobelli G. Musi G. Ferrigno Elena De Momi 170 8 0 14 Sep 2023
MCPA: Multi-scale Cross Perceptron Attention Network for 2D Medical Image Segmentation Liang Xu Mingxi Chen Yiyu Cheng Pengfei Shao Shuwei Shen Peng Yao Ronald X. Xu ViT 163 5 0 27 Jul 2023
Deep Learning Methods for Retinal Blood Vessel Segmentation: Evaluation on Images with Retinopathy of PrematuritySymposium on Intelligent Systems and Informatics (SISY), 2020 Gorana Gojić Veljko B. Petrovic R. Turovic Dinu Dragan A. Oros Dušan B. Gajić Nebojsa Horvat 90 9 0 20 Jun 2023
SCOPE: Structural Continuity Preservation for Medical Image Segmentation Yousef Yeganeh Azade Farshad Goktug Guevercin Amr Abu-zer Ru Xiao Yongjian Tang Ehsan Adeli Nassir Navab 136 5 0 28 Apr 2023
Exploiting CNNs for Semantic Segmentation with Pascal VOC S. Prakash Priyansh Shah Ashrya Agrawal SSeg 108 0 0 26 Apr 2023
Artificial intelligence as a gateway to scientific discovery: Uncovering features in retinal fundus images Parsa Delavari Gulcenur Ozturan Özgür Yilmaz Ipek Oruc 67 0 0 17 Jan 2023
DoubleU-NetPlus: A Novel Attention and Context Guided Dual U-Net with Multi-Scale Residual Feature Fusion Network for Semantic Segmentation of Medical Images Md. Rayhan Ahmed Adnan Ferdous Ashrafi R. Ahmed Swakkhar Shatabda A. Muzahidul Islam Salekul Islam SSeg 160 25 0 25 Nov 2022
Self-adversarial Multi-scale Contrastive Learning for Semantic Segmentation of Thermal Facial ImagesBritish Machine Vision Conference (BMVC), 2022 Jitesh Joshi N. Bianchi-Berthouze Youngjun Cho 150 9 0 21 Sep 2022
Segmentation of Blood Vessels, Optic Disc Localization, Detection of Exudates and Diabetic Retinopathy Diagnosis from Digital Fundus ImagesAdvances in Intelligent Systems and Computing (AISC), 2022 Soham Basu Sayantan Mukherjee Ankit Bhattacharya Anindya Sen 48 8 0 09 Jul 2022
MC-UNet Multi-module Concatenation based on U-shape Network for Retinal Blood Vessels SegmentationComputational Intelligence and Neuroscience (CIN), 2022 Ting Zhang Jun Yu Li Yi Zhao Nan Chen Hangyu Zhou ... Zihao Guan Chan Yang Lan-yan Xue Riqing Chen Lifang Wei 121 16 0 07 Apr 2022
RAVIR: A Dataset and Methodology for the Semantic Segmentation and Quantitative Analysis of Retinal Arteries and Veins in Infrared Reflectance ImagingIEEE journal of biomedical and health informatics (IEEE JBHI), 2022 Ali Hatamizadeh H. Hosseini Niraj Patel J. Choi Cameron Pole Cory M. Hoeferlin S. Schwartz D. Terzopoulos 179 35 0 28 Mar 2022
A Survey of Historical Document Image DatasetsInternational Journal on Document Analysis and Recognition (IJDAR), 2022 Konstantina Nikolaidou Mathias Seuret Hamam Mokayed Marcus Liwicki 183 42 0 16 Mar 2022
UNet Architectures in Multiplanar Volumetric Segmentation -- Validated on Three Knee MRI Cohorts S. S. Sengar Christopher Meulengracht M. Boesen Anders Føhrby Overgaard H. Gudbergsen J. Nybing Erik Dam 82 2 0 15 Mar 2022
SPNet: A novel deep neural network for retinal vessel segmentation based on shared decoder and pyramid-like lossNeurocomputing (Neurocomputing), 2022 Gengxin Xu Chuan-Xian Ren 129 15 0 19 Feb 2022
A State-of-the-art Survey of U-Net in Microscopic Image Analysis: from Simple Usage to Structure Mortification Jian Wu Wanli Liu Chen Li Tao Jiang Islam Mohammad Shariful Hongzan Sun Xiaoqi Li Xintong Li Xinyu Huang M. Grzegorzek SSeg 3DV 166 20 0 14 Feb 2022
RFormer: Transformer-based Generative Adversarial Network for Real Fundus Image Restoration on A New Clinical BenchmarkIEEE journal of biomedical and health informatics (IEEE JBHI), 2022 Zhuo Deng Yuanhao Cai Lu Chen Zheng Gong Qiqi Bao Xue Yao D. Fang Shaochong Zhang Lan Ma ViT MedIm 278 72 0 03 Jan 2022
DR-VNet: Retinal Vessel Segmentation via Dense Residual UNet Ali Karaali Rozenn Dahyot Donal J. Sexton 123 37 0 08 Nov 2021
Attention W-Net: Improved Skip Connections for better Representations Shikhar Mohan Saumik Bhattacharya Sayantari Ghosh SSeg 192 4 0 17 Oct 2021
BEFD: Boundary Enhancement and Feature Denoising for Vessel SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020 Mo Zhang Fei Yu Jie Zhao Li Zhang Shijie Zhao 121 44 0 08 Apr 2021
Stable deep neural network architectures for mitochondria segmentation on electron microscopy volumes Daniel Franco-Barranco A. Muñoz-Barrutia Ignacio Arganda-Carreras 146 31 0 08 Apr 2021
Contextual Information Enhanced Convolutional Neural Networks for Retinal Vessel Segmentation in Color Fundus ImagesJournal of Visual Communication and Image Representation (JVCIR), 2021 Muyi Sun Guanhong Zhang 127 17 0 25 Mar 2021
Study Group Learning: Improving Retinal Vessel Segmentation Trained with Noisy LabelsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021 Yuqian Zhou Hanchao Yu Humphrey Shi 121 64 0 05 Mar 2021
The Unreasonable Effectiveness of Encoder-Decoder Networks for Retinal Vessel Segmentation Björn Browatzki Jörn-Philipp Lies C. Wallraven 89 1 0 25 Nov 2020
Residual Spatial Attention Network for Retinal Vessel SegmentationInternational Conference on Neural Information Processing (ICONIP), 2020 Changlu Guo Marton Szemenyei Yugen Yi Wei Zhou Haodong Bian 85 26 0 18 Sep 2020
Deeply Cascaded U-Net for Multi-Task Image Processing I. Gubins R. Veltkamp SSeg 161 6 0 01 May 2020
FU-net: Multi-class Image Segmentation Using Feedback Weighted U-netInternational Conference on Image and Graphics (ICIG), 2019 M. Jafari Ruizhe Li Yue Xing Dorothee Auer S. Francis J. Garibaldi Xin Chen SSeg 110 16 0 28 Apr 2020
Channel Attention Residual U-Net for Retinal Vessel SegmentationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 Changlu Guo Marton Szemenyei Yangtao Hu Wenle Wang Wei Zhou Yugen Yi 312 59 0 07 Apr 2020
BUSU-Net: An Ensemble U-Net Framework for Medical Image Segmentation Wei Hao Khoong UQCV OOD SSeg 61 11 0 03 Mar 2020
Retinal Vessel Segmentation based on Fully Convolutional Networks Zhengyuan Liu MedIm 97 6 0 22 Nov 2019
Hierarchical Attention Networks for Medical Image Segmentation Fei Ding Gang Yang Jinlu Liu Jun Wu Dayong Ding Jie Xu Gangwei Cheng Xirong Li 129 17 0 20 Nov 2019
Efficient Structurally-Strengthened Generative Adversarial Network for MRI Reconstruction Wenzhong Zhou Huiqian Du Wenbo Mei Liping Fang GAN MedIm 95 17 0 11 Aug 2019
Deep Dilated Convolutional Nets for the Automatic Segmentation of Retinal VesselsIAPR International Conference on Machine Learning and Data Mining in Pattern Recognition (MLDM), 2019 Ali Hatamizadeh H. Hosseini Zhengyuan Liu S. Schwartz Demetri Terzopoulos MedIm 180 27 0 28 May 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 151 47 0 25 Apr 2019
Dynamic Deep Networks for Retinal Vessel Segmentation Aashis Khanal Rolando Estrada 165 54 0 19 Mar 2019