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UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation

IEEE Transactions on Medical Imaging (TMI), 2019

11 December 2019

Zongwei Zhou

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Papers citing "UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation"

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Title
Retinal Vessel Segmentation via Neuron Programming Tingting Wu Ruyi Min Peixuan Song Hengtao Guo Tieyong Zeng Feng-Lei Fan 241 0 0 17 Nov 2024
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Frontiers in Intelligent Colonoscopy Ge-Peng Ji Jingyi Liu Peng Xu Nick Barnes Fahad Shahbaz Khan Salman Khan Deng-Ping Fan 332 11 0 22 Oct 2024
An Explainable Contrastive-based Dilated Convolutional Network with Transformer for Pediatric Pneumonia DetectionApplied Soft Computing (Appl. Soft Comput.), 2024 Chandravardhan Singh Raghaw Parth Shirish Bhore Mohammad Zia Ur Rehman Nagendra Kumar ViT MedIm 172 12 0 21 Oct 2024
MDFI-Net: Multiscale Differential Feature Interaction Network for Accurate Retinal Vessel Segmentation Yiwang Dong Xiangyu Deng 210 0 0 20 Oct 2024
SemSim: Revisiting Weak-to-Strong Consistency from a Semantic Similarity Perspective for Semi-supervised Medical Image Segmentation Shiao Xie Jian Shu Ziwei Niu Hao Sun Shuyi Ouyang Yen-Wei Chen Lanfen Lin 209 0 0 17 Oct 2024
UnSeg: One Universal Unlearnable Example Generator is Enough against All Image SegmentationNeural Information Processing Systems (NeurIPS), 2024 Ye Sun Hao Zhang Tiehua Zhang Xingjun Ma Yu-Gang Jiang VLM 196 8 0 13 Oct 2024
CAPEEN: Image Captioning with Early Exits and Knowledge DistillationConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Divya J. Bajpai M. Hanawal VLM 161 9 0 06 Oct 2024
Semantic Segmentation Based Quality Control of Histopathology Whole Slide Images Abhijeet Patil Garima Jain Harsh Diwakar Jay Sawant Tripti Bameta Swapnil Rane A. Sethi 143 2 0 04 Oct 2024
Polyp-SES: Automatic Polyp Segmentation with Self-Enriched Semantic ModelAsian Conference on Computer Vision (ACCV), 2024 Quang Vinh Nguyen Thanh Hoang Son Vo Sae-Ryung Kang Soo-Hyung Kim 195 1 0 02 Oct 2024
Shape-intensity knowledge distillation for robust medical image segmentation Wenhui Dong Bo Du Yongchao Xu 216 5 0 26 Sep 2024
MorphoSeg: An Uncertainty-Aware Deep Learning Method for Biomedical Segmentation of Complex Cellular Morphologies Tianhao Zhang Heather J. McCourty Berardo M. Sanchez-Tafolla Anton Nikolaev Lyudmila Mihaylova 159 1 0 25 Sep 2024
BGDB: Bernoulli-Gaussian Decision Block with Improved Denoising Diffusion Probabilistic ModelsAAAI Conference on Artificial Intelligence (AAAI), 2024 Chengkun Sun Jinqian Pan Russell Stevens Terry Jiang Bian Jie Xu DiffM 109 1 0 19 Sep 2024
TTT-Unet: Enhancing U-Net with Test-Time Training Layers for Biomedical Image Segmentation Rong Zhou Zhengqing Yuan Zhiling Yan Weixiang Sun Kai Zhang Yiwei Li Yanfang Ye Xiang Li Lifang He Lichao Sun ViT MedIm 123 3 0 17 Sep 2024
SkinMamba: A Precision Skin Lesion Segmentation Architecture with Cross-Scale Global State Modeling and Frequency Boundary Guidance Shun Zou Mingya Zhang Bingjian Fan Zhengyi Zhou Xiuguo Zou Mamba 190 8 0 17 Sep 2024
ASSNet: Adaptive Semantic Segmentation Network for Microtumors and Multi-Organ Segmentation Fuchen Zheng Xinyi Chen Xuhang Chen Haolun Li Xiaojiao Guo Guoheng Huang Chi-Man Pun Shoujun Zhou ViT MedIm 133 0 0 12 Sep 2024
TBConvL-Net: A Hybrid Deep Learning Architecture for Robust Medical Image SegmentationPattern Recognition (Pattern Recogn.), 2024 Shahzaib Iqbal Tariq M. Khan Syed S. Naqvi Asim Naveed Erik H. W. Meijering MedIm 243 45 0 05 Sep 2024
MedSAM-U: Uncertainty-Guided Auto Multi-Prompt Adaptation for Reliable MedSAM N. Zhou Ke Zou Kai Ren Mengting Luo Linchao He Ming Wang Yidi Chen Yi Zhang Hu Chen Huazhu Fu MedIm 186 15 0 02 Sep 2024
Modifying the U-Net's Encoder-Decoder Architecture for Segmentation of Tumors in Breast Ultrasound Images Sina Derakhshandeh Ali Mahloojifar 172 3 0 01 Sep 2024
SMAFormer: Synergistic Multi-Attention Transformer for Medical Image SegmentationIEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024 Fuchen Zheng Xuhang Chen Weihuang Liu Haolun Li Yingtie Lei Jiahui He Chi-Man Pun Shounjun Zhou MedIm 644 38 0 31 Aug 2024
Language-guided Scale-aware MedSegmentor for Lesion Segmentation in Medical Imaging Shuyi Ouyang Jinyang Zhang Xiangye Lin Xilai Wang Qingqing Chen Yen-Wei Chen Lanfen Lin VLM 287 0 0 30 Aug 2024
Pre-training Everywhere: Parameter-Efficient Fine-Tuning for Medical Image Analysis via Target Parameter Pre-training Xingliang Lei Yiwen Ye Zhisong Wang Ziyang Chen Minglei Shu Weidong (Tom) Cai Yanning Zhang Yong-quan Xia 227 2 0 27 Aug 2024
LoG-VMamba: Local-Global Vision Mamba for Medical Image Segmentation Trung Dang Huy Hoang Nguyen A. Tiulpin Mamba 143 12 0 26 Aug 2024
Anatomical Consistency Distillation and Inconsistency Synthesis for Brain Tumor Segmentation with Missing ModalitiesEuropean Conference on Artificial Intelligence (ECAI), 2024 Zheyu Zhang Xinzhao Liu Zheng Chen Yueyi Zhang Huanjing Yue Yunwei Ou Xiaoyan Sun 163 2 0 25 Aug 2024
CNN-Transformer Rectified Collaborative Learning for Medical Image Segmentation Lanhu Wu Miao Zhang Yongri Piao Zhenyan Yao Weibing Sun Feng Tian Huchuan Lu ViT MedIm 211 4 0 25 Aug 2024
NuSegDG: Integration of Heterogeneous Space and Gaussian Kernel for Domain-Generalized Nuclei SegmentationKnowledge-Based Systems (KBS), 2024 Zhenye Lou Qing Xu Zekun Jiang Xiangjian He Z. Chen Yi Wang Chenxin Li Maggie M. He Wenting Duan 322 12 0 21 Aug 2024
CRACKS: Crowdsourcing Resources for Analysis and Categorization of Key Subsurface faults Mohit Prabhushankar Kiran Kokilepersaud Jorge Quesada Yavuz Yarici Chen Zhou Mohammad Alotaibi Ghassan AlRegib Ahmad Mustafa Yusufjon Kumakov 229 1 0 20 Aug 2024
SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation Xinyu Xiong Zihuang Wu Shuangyi Tan Wenxue Li Feilong Tang Ying Chen Siying Li Jie Ma Guanbin Li VLM 188 79 0 16 Aug 2024
InfLocNet: Enhanced Lung Infection Localization and Disease Detection from Chest X-Ray Images Using Lightweight Deep Learning Md. Asiful Islam Miah Shourin Paul Sunanda Das M. M. A. Hashem 223 2 0 12 Aug 2024
Polyp SAM 2: Advancing Zero shot Polyp Segmentation in Colorectal Cancer DetectionInternational Conferences on Human-Machine Systems (ICCHS), 2024 Mobina Mansoori Sajjad Shahabodini J. Abouei Konstantinos N. Plataniotis Arash Mohammadi MedIm 399 11 0 12 Aug 2024
Distilling Machine Learning's Added Value: Pareto Fronts in Atmospheric ApplicationsArtificial Intelligence for the Earth Systems (AI4ES), 2024 Tom Beucler Arthur Grundner Sara Shamekh Peter Ukkonen Matthew Chantry Ryan Lagerquist 265 3 0 04 Aug 2024
Mamba meets crack segmentation Zhili He Yuhao Wang Mamba 209 5 0 22 Jul 2024
Self-supervised Mamba-based Mastoidectomy Shape Prediction for Cochlear Implant Surgery Yike Zhang Eduardo Davalos Dingjie Su Ange Lou Jack H. Noble 90 0 0 22 Jul 2024
Improving classification of road surface conditions via road area extraction and contrastive learning L. Trinh Ali Anwar Siegfried Mercelis 206 2 0 19 Jul 2024
Hybrid Deep Learning-Based for Enhanced Occlusion Segmentation in PICU Patient Monitoring Mario Francisco Munoz Hoang Vu Huy Thanh-Dung Le 128 2 0 18 Jul 2024
Segmentation of Prostate Tumour Volumes from PET Images is a Different Ball Game Shrajan Bhandary Dejan Kuhn Z. Babaiee T. Fechter S. Spohn C. Zamboglou Anca-Ligia Grosu Radu Grosu 169 1 0 15 Jul 2024
Tissue-Contrastive Semi-Masked Autoencoders for Segmentation Pretraining on Chest CT Jie Zheng Ru Wen Haiqin Hu Lina Wei Kui Su Wei Chen Chen Liu Jun Wang 281 1 0 12 Jul 2024
SliceMamba with Neural Architecture Search for Medical Image Segmentation Chao Fan Hongyuan Yu Yan Huang Liang Wang Zhenghan Yang Xibin Jia Mamba 151 9 0 11 Jul 2024
Exploiting Scale-Variant Attention for Segmenting Small Medical Objects Wei Dai Rui Liu Z. Wu Tianyi Wu Min Wang Junxian Zhou Yixuan Yuan Jun Liu 335 8 0 10 Jul 2024
HilbertMamba: Local-Global Reciprocal Network for Uterine Fibroid Segmentation in Ultrasound Videos Huihui Xu Yijun Yang Angelica I Aviles-Rivero Guang Yang J. Qin Lei Zhu 184 4 0 08 Jul 2024
Efficient Generative Adversarial Networks for Color Document Image Enhancement and Binarization Using Multi-scale Feature ExtractionAsia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2024 Rui-Yang Ju KokSheik Wong Jen-Shiun Chiang 166 0 0 05 Jul 2024
DeNAS-ViT: Data Efficient NAS-Optimized Vision Transformer for Ultrasound Image Segmentation Renqi Chen Xinzhe Zheng Haoyang Su Kehan Wu 185 0 0 05 Jul 2024
HiDiff: Hybrid Diffusion Framework for Medical Image Segmentation Tao Chen Chenhui Wang Zhihao Chen Yiming Lei Hongming Shan MedIm 239 33 0 03 Jul 2024
MH-pFLGB: Model Heterogeneous personalized Federated Learning via Global Bypass for Medical Image Analysis Luyuan Xie Manqing Lin ChenMing Xu Tianyu Luan Zhipeng Zeng Wenjun Qian Cong Li Yuejian Fang Qingni Shen Zhonghai Wu 219 4 0 29 Jun 2024
Depth-Driven Geometric Prompt Learning for Laparoscopic Liver Landmark Detection Jialun Pei Ruize Cui Yaoqian Li Weixin Si Jing Qin Pheng-Ann Heng 210 12 0 25 Jun 2024
Predicting fluorescent labels in label-free microscopy images with pix2pix and adaptive loss in Light My Cells challenge Han Liu Hao Li Jiacheng Wang Yubo Fan Zhoubing Xu Ipek Oguz 146 0 0 22 Jun 2024
Skip and Skip: Segmenting Medical Images with Prompts Jiawei Chen Dingkang Yang Yuxuan Lei Lihua Zhang MedIm 153 0 0 21 Jun 2024
CriDiff: Criss-cross Injection Diffusion Framework via Generative Pre-train for Prostate Segmentation Tingwei Liu Miao Zhang Leiye Liu Jialong Zhong Shuyao Wang Yongri Piao Huchuan Lu MedIm DiffM 148 5 0 20 Jun 2024