U-Net v2: Rethinking the Skip Connections of U-Net for Medical Image
Segmentation

U-Net v2: Rethinking the Skip Connections of U-Net for Medical Image Segmentation

29 November 2023

Danny Z. Chen

Papers citing "U-Net v2: Rethinking the Skip Connections of U-Net for Medical Image Segmentation"

6 / 6 papers shown

Title
Topo-VM-UNetV2: Encoding Topology into Vision Mamba UNet for Polyp Segmentation Diego Adame Jose Angel Nuñez Fabian Vazquez Nayeli Gurrola Huimin Li Haoteng Tang Bin Fu Pengfei Gu Mamba 35 0 0 09 May 2025
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 42 3 0 17 Sep 2024
LiteNeXt: A Novel Lightweight ConvMixer-based Model with Self-embedding Representation Parallel for Medical Image Segmentation Ngoc-Du Tran Thi-Thao Tran Quang-Huy Nguyen Manh-Hung Vu Van-Truong Pham MedIm ViT 43 1 0 04 Apr 2024
CausalCellSegmenter: Causal Inference inspired Diversified Aggregation Convolution for Pathology Image Segmentation Dawei Fan Yifan Gao Jiaming Yu Yanping Chen Wencheng Li Chuancong Lin Kaibin Li Changcai Yang Riqing Chen Lifang Wei 38 1 0 10 Mar 2024
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 316 3,637 0 24 Feb 2021
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 432 76,039 0 18 May 2015