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

17 October 2018

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

39 / 39 papers shown

Title
A BERT-Style Self-Supervised Learning CNN for Disease Identification from Retinal Images Xin Li Wenhui Zhu Peijie Qiu Oana Dumitrascu Amal Youssef Y. Wang SSL MedIm 92 0 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 59 0 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 36 0 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 37 6 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-Yu Liu 18 1 0 13 Nov 2023
Towards Safer Robot-Assisted Surgery: A Markerless Augmented Reality Framework Ziyang Chen Laura Cruciani Ke Fan Matteo Fontana E. Lievore O. de Cobelli G. Musi G. Ferrigno Elena De Momi 23 7 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 32 0 0 27 Jul 2023
Deep Learning Methods for Retinal Blood Vessel Segmentation: Evaluation on Images with Retinopathy of Prematurity Gorana Gojić Veljko B. Petrovic R. Turovic Dinu Dragan A. Oros Dušan B. Gajić Nebojsa Horvat 14 8 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 16 3 0 28 Apr 2023
Exploiting CNNs for Semantic Segmentation with Pascal VOC S. Prakash Priyansh Shah Ashrya Agrawal SSeg 21 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 17 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 28 20 0 25 Nov 2022
Self-adversarial Multi-scale Contrastive Learning for Semantic Segmentation of Thermal Facial Images Jitesh Joshi N. Bianchi-Berthouze Youngjun Cho 14 7 0 21 Sep 2022
Segmentation of Blood Vessels, Optic Disc Localization, Detection of Exudates and Diabetic Retinopathy Diagnosis from Digital Fundus Images Soham Basu Sayantan Mukherjee Ankit Bhattacharya Anindya Sen 12 7 0 09 Jul 2022
MC-UNet Multi-module Concatenation based on U-shape Network for Retinal Blood Vessels Segmentation Ting Zhang Jun Yu Li Yi Zhao Nan Chen Hangyu Zhou ... Zihao Guan Chan Yang Lan-yan Xue Riqing Chen Lifang Wei 11 14 0 07 Apr 2022
RAVIR: A Dataset and Methodology for the Semantic Segmentation and Quantitative Analysis of Retinal Arteries and Veins in Infrared Reflectance Imaging Ali Hatamizadeh H. Hosseini Niraj Patel J. Choi Cameron Pole Cory M. Hoeferlin S. Schwartz D. Terzopoulos 14 27 0 28 Mar 2022
A Survey of Historical Document Image Datasets Konstantina Nikolaidou Mathias Seuret Hamam Mokayed Marcus Liwicki 17 28 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 13 2 0 15 Mar 2022
SPNet: A novel deep neural network for retinal vessel segmentation based on shared decoder and pyramid-like loss Gengxin Xu Chuan-Xian Ren 17 12 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 34 13 0 14 Feb 2022
RFormer: Transformer-based Generative Adversarial Network for Real Fundus Image Restoration on A New Clinical Benchmark Zhuo Deng Yuanhao Cai Lu Chen Zheng Gong Qiqi Bao Xue Yao D. Fang Shaochong Zhang Lan Ma ViT MedIm 28 53 0 03 Jan 2022
DR-VNet: Retinal Vessel Segmentation via Dense Residual UNet Ali Karaali Rozenn Dahyot Donal J. Sexton 24 24 0 08 Nov 2021
Attention W-Net: Improved Skip Connections for better Representations Shikhar Mohan Saumik Bhattacharya Sayantari Ghosh SSeg 16 4 0 17 Oct 2021
BEFD: Boundary Enhancement and Feature Denoising for Vessel Segmentation Mo Zhang Fei Yu Jie Zhao Li Lyna Zhang Quanzheng Li 21 37 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 6 25 0 08 Apr 2021
Contextual Information Enhanced Convolutional Neural Networks for Retinal Vessel Segmentation in Color Fundus Images Muyi Sun Guanhong Zhang 21 17 0 25 Mar 2021
Study Group Learning: Improving Retinal Vessel Segmentation Trained with Noisy Labels Yuqian Zhou Hanchao Yu Humphrey Shi 18 54 0 05 Mar 2021
The Unreasonable Effectiveness of Encoder-Decoder Networks for Retinal Vessel Segmentation Björn Browatzki Jörn-Philipp Lies C. Wallraven 8 0 0 25 Nov 2020
Residual Spatial Attention Network for Retinal Vessel Segmentation Changlu Guo Marton Szemenyei Yugen Yi Wei Zhou Haodong Bian 4 24 0 18 Sep 2020
Deeply Cascaded U-Net for Multi-Task Image Processing I. Gubins R. Veltkamp SSeg 9 6 0 01 May 2020
FU-net: Multi-class Image Segmentation Using Feedback Weighted U-net M. Jafari Ruizhe Li Yue Xing Dorothee Auer S. Francis J. Garibaldi Xin Chen SSeg 7 14 0 28 Apr 2020
Channel Attention Residual U-Net for Retinal Vessel Segmentation Changlu Guo Marton Szemenyei Yangtao Hu Wenle Wang Wei Zhou Yugen Yi 13 45 0 07 Apr 2020
BUSU-Net: An Ensemble U-Net Framework for Medical Image Segmentation Wei Hao Khoong UQCV OOD SSeg 17 9 0 03 Mar 2020
Retinal Vessel Segmentation based on Fully Convolutional Networks Zhengyuan Liu MedIm 11 5 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 9 16 0 20 Nov 2019
Efficient Structurally-Strengthened Generative Adversarial Network for MRI Reconstruction Wenzhong Zhou Huiqian Du Wenbo Mei Liping Fang GAN MedIm 11 16 0 11 Aug 2019
Deep Dilated Convolutional Nets for the Automatic Segmentation of Retinal Vessels Ali Hatamizadeh H. Hosseini Zhengyuan Liu S. Schwartz Demetri Terzopoulos MedIm 6 25 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 11 44 0 25 Apr 2019
Dynamic Deep Networks for Retinal Vessel Segmentation Aashis Khanal Rolando Estrada 14 48 0 19 Mar 2019