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

11 December 2019

Zongwei Zhou

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

50 / 457 papers shown

Title
Automated Real Time Delineation of Supraclavicular Brachial Plexus in Neck Ultrasonography Videos: A Deep Learning Approach Abhay Tyagi Abhishek Tyagi Manpreet Kaur Jaya Sivaswami R. Aggarwal K. Soni A. Trikha 9 1 0 07 Aug 2023
Enhancing Nucleus Segmentation with HARU-Net: A Hybrid Attention Based Residual U-Blocks Network Junzhou Chen Qian Huang Yuling Chen Linyi Qian Che-Sheng Yu 25 2 0 07 Aug 2023
Microvasculature Segmentation in Human BioMolecular Atlas Program (HuBMAP) Youssef Sultan Yongqiang Wang J. Scanlon Lisa D'lima SSeg 30 0 0 06 Aug 2023
DLSIA: Deep Learning for Scientific Image Analysis Eric J. Roberts Tanny Chavez Alexander Hexemer Petrus H. Zwart AI4CE 25 3 0 02 Aug 2023
CMUNeXt: An Efficient Medical Image Segmentation Network based on Large Kernel and Skip Fusion Fenghe Tang Jianrui Ding Lingtao Wang C. Ning S. Kevin Zhou MedIm 23 38 0 02 Aug 2023
Cross-dimensional transfer learning in medical image segmentation with deep learning Hicham Messaoudi Ahror Belaid Douraied BEN SALEM Pierre-Henri Conze MedIm 30 24 0 29 Jul 2023
A survey on deep learning in medical image registration: new technologies, uncertainty, evaluation metrics, and beyond Junyu Chen Yihao Liu Shuwen Wei Zhangxing Bian Shalini Subramanian A. Carass Jerry L. Prince Yong Du OOD 45 36 0 28 Jul 2023
Lightweight Neural Path Planning Jinsong Li Shaochen Wang Ziyang Chen Zheng Kan Jun Yu 25 0 0 20 Jul 2023
DVPT: Dynamic Visual Prompt Tuning of Large Pre-trained Models for Medical Image Analysis Along He Kai Wang Zhihong Wang Tao Li Huazhu Fu MedIm 33 3 0 19 Jul 2023
PottsMGNet: A Mathematical Explanation of Encoder-Decoder Based Neural Networks X. Tai Hao Liu Raymond H. F. Chan 41 10 0 18 Jul 2023
A Nested U-Structure for Instrument Segmentation in Robotic Surgery Yanjie Xia Shaochen Wang Zheng Kan 23 9 0 17 Jul 2023
Ariadne's Thread:Using Text Prompts to Improve Segmentation of Infected Areas from Chest X-ray images Yishan Zhong Mengqiu Xu Kongming Liang Kaixin Chen Ming Wu 19 20 0 08 Jul 2023
Recognition and Estimation of Human Finger Pointing with an RGB Camera for Robot Directive Eran Bamani Eden Nissinman L. Koenigsberg Inbar Meir Yoav Matalon A. Sintov 18 4 0 06 Jul 2023
Edge-aware Multi-task Network for Integrating Quantification Segmentation and Uncertainty Prediction of Liver Tumor on Multi-modality Non-contrast MRI Xiaojiao Xiao Qinmin Hu Guanghui Wang MedIm 36 10 0 04 Jul 2023
H-DenseFormer: An Efficient Hybrid Densely Connected Transformer for Multimodal Tumor Segmentation Jun Shi Hongyu Kan Shulan Ruan Ziqi Zhu Minfan Zhao Liang Qiao Zhaohui Wang Hong An Xudong Xue ViT MedIm 18 6 0 04 Jul 2023
A region and category confidence-based multi-task network for carotid ultrasound image segmentation and classification Haitao Gan Ran Zhou Yanghan Ou Furong Wang Xinyao Cheng A. Fenster 15 1 0 02 Jul 2023
How to Efficiently Adapt Large Segmentation Model(SAM) to Medical Images Xinrong Hu Xiaowei Xu Yi Shi VLM MedIm 19 61 0 23 Jun 2023
Deep Learning Framework with Multi-Head Dilated Encoders for Enhanced Segmentation of Cervical Cancer on Multiparametric Magnetic Resonance Imaging R. Kalantar S. Curcean J. Winfield Gigin Lin C. Messiou M. Blackledge D. Koh MedIm 16 3 0 19 Jun 2023
TeleViT: Teleconnection-driven Transformers Improve Subseasonal to Seasonal Wildfire Forecasting Ioannis Prapas N. Bountos Spyros Kondylatos Dimitrios Michail Gustau Camps-Valls Ioannis Papoutsis AI4TS 37 12 0 19 Jun 2023
AutoSAM: Adapting SAM to Medical Images by Overloading the Prompt Encoder Tal Shaharabany Aviad Dahan Raja Giryes Lior Wolf MedIm VLM 14 67 0 10 Jun 2023
LDMRes-Net: Enabling Efficient Medical Image Segmentation on IoT and Edge Platforms Shahzaib Iqbal Tariq Mahmood Khan Syed S. Naqvi Muhammad Usman Imran Razzak 22 1 0 09 Jun 2023
Channel prior convolutional attention for medical image segmentation He-lu Huang Zuguo Chen Y. Zou Ming Lu Chaoyang Chen MedIm 23 91 0 08 Jun 2023
Neighborhood Attention Makes the Encoder of ResUNet Stronger for Accurate Road Extraction Ali Jamali Swalpa Kumar Roy Jonathan Li Pedram Ghamisi 29 4 0 08 Jun 2023
Computational Modeling of Deep Multiresolution-Fractal Texture and Its Application to Abnormal Brain Tissue Segmentation A. Temtam Linmin Pei Khan M. Iftekharuddin 18 0 0 07 Jun 2023
A Dataset for Deep Learning-based Bone Structure Analyses in Total Hip Arthroplasty Kaiwen Zhang Ziyang Gan Dong Liu X. Shang 17 0 0 07 Jun 2023
Instructive Feature Enhancement for Dichotomous Medical Image Segmentation Lian Liu Hangyu Zhou Jiongquan Chen Sijing Liu Wenlong Shi Dong Ni Deng-Ping Fan Xin Yang 30 5 0 06 Jun 2023
SSL-CPCD: Self-supervised learning with composite pretext-class discrimination for improved generalisability in endoscopic image analysis Ziang Xu J. Rittscher Sharib Ali 23 3 0 31 May 2023
Scale-aware Super-resolution Network with Dual Affinity Learning for Lesion Segmentation from Medical Images Yanwen Li Luyang Luo Huangjing Lin Pheng-Ann Heng Hao Chen SupR SSeg MedIm 28 2 0 30 May 2023
CCDWT-GAN: Generative Adversarial Networks Based on Color Channel Using Discrete Wavelet Transform for Document Image Binarization Ruikang Ju Yu-Shian Lin Jen-Shiun Chiang Chih-Chia Chen Wei-Han Chen Chun-Tse Chien 11 3 0 27 May 2023
Deep Learning-based Bio-Medical Image Segmentation using UNet Architecture and Transfer Learning Nima Hassanpour Abouzar Ghavami SSeg 11 2 0 24 May 2023
An image segmentation algorithm based on multi-scale feature pyramid network Yu Xiao Xin Yang Sijuan Huang Li Guo SSeg 8 0 0 18 May 2023
MaxViT-UNet: Multi-Axis Attention for Medical Image Segmentation Abdul Rehman Khan Asifullah Khan ViT MedIm 44 14 0 15 May 2023
MAF-Net: Multiple attention-guided fusion network for fundus vascular image segmentation Yuanyuan Peng Pengpeng Luan Zixu Zhang MedIm 31 0 0 05 May 2023
A Simulation-Augmented Benchmarking Framework for Automatic RSO Streak Detection in Single-Frame Space Images Zhe Chen Yang Yang Anne Bettens Y. Eun Xiaofeng Wu 11 2 0 30 Apr 2023
3D Brainformer: 3D Fusion Transformer for Brain Tumor Segmentation Rui Nian Guoyao Zhang Yao Sui Yuqi Qian Qiuying Li Mingzhang Zhao Jianhui Li Ali Gholipour Simon K. Warfield MedIm 23 4 0 28 Apr 2023
Customized Segment Anything Model for Medical Image Segmentation Kaiwen Zhang Dong Liu MedIm VLM 106 286 0 26 Apr 2023
STM-UNet: An Efficient U-shaped Architecture Based on Swin Transformer and Multi-scale MLP for Medical Image Segmentation Lei Shi Tianyu Gao Zheng-Wei Zhang Junxing Zhang ViT MedIm 20 7 0 25 Apr 2023
Computer-Vision Benchmark Segment-Anything Model (SAM) in Medical Images: Accuracy in 12 Datasets Sheng He Rina Bao Jingpeng Li J. Stout A. Bjørnerud P. E. Grant Yangming Ou VLM 34 69 0 18 Apr 2023
PG-VTON: A Novel Image-Based Virtual Try-On Method via Progressive Inference Paradigm N. Fang Le-miao Qiu Shuyou Zhang Zili Wang Kerui Hu DiffM 36 8 0 18 Apr 2023
Can SAM Segment Polyps? Tao Zhou Yizhe Zhang Yi Zhou Ye Wu Chen Gong MedIm 35 64 0 15 Apr 2023
STU-Net: Scalable and Transferable Medical Image Segmentation Models Empowered by Large-Scale Supervised Pre-training Ziyan Huang Hao Wang Zhongying Deng Jin Ye Yanzhou Su ... Junjun He Yun Gu Lixu Gu Shaoting Zhang Yu Qiao 21 74 0 13 Apr 2023
Deep Learning in Breast Cancer Imaging: A Decade of Progress and Future Directions Luyang Luo Xi Wang Yi-Mou Lin Xiaoqi Ma Andong Tan R. Chan V. Vardhanabhuti W. C. Chu Kwang-Ting Cheng Hao Chen 33 50 0 13 Apr 2023
Experts' cognition-driven safe noisy labels learning for precise segmentation of residual tumor in breast cancer Yongquan Yang Jie Chen Yani Wei Mohammad H. Alobaidi Hong Bu NoLa 45 1 0 13 Apr 2023
Deep learning based ECG segmentation for delineation of diverse arrhythmias Chankyu Joung Mijin Kim Taejin Paik S. Kong Seung-Young Oh ... Joong-Sik Hong Wan-Joong Kim Woong Kook M. Cha Otto van Koert 22 5 0 13 Apr 2023
HST-MRF: Heterogeneous Swin Transformer with Multi-Receptive Field for Medical Image Segmentation Xiaofei Huang Hongfang Gong Jin Zhang MedIm 28 2 0 10 Apr 2023
ADS_UNet: A Nested UNet for Histopathology Image Segmentation Yi-Lun Yang S. Dasmahapatra S. Mahmoodi MedIm SSeg 26 16 0 10 Apr 2023
AGAD: Adversarial Generative Anomaly Detection Jian Shi Ni Zhang 21 0 0 09 Apr 2023
U-Netmer: U-Net meets Transformer for medical image segmentation Sheng He Rina Bao P. E. Grant Yangming Ou ViT MedIm 25 13 0 03 Apr 2023
Small but Mighty: Enhancing 3D Point Clouds Semantic Segmentation with U-Next Framework Ziyin Zeng Qingyong Hu Zhong Xie Jian Zhou Yongyang Xu 3DPC 32 9 0 03 Apr 2023
Devil is in the Queries: Advancing Mask Transformers for Real-world Medical Image Segmentation and Out-of-Distribution Localization Mingze Yuan Yingda Xia Hexin Dong Zi Chen Jiawen Yao ... Bin Dong Jing Zhou Le Lu Ling Zhang Li Zhang OOD MedIm 24 21 0 01 Apr 2023