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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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WSC-Trans: A 3D network model for automatic multi-structural segmentation of temporal bone CT X. Hua Z. Du Hongjian Yu Ji-Xian Ma Fanjun Zheng Cheng Zhang Qiao-Ling Lu H Zhao MedIm 87 1 0 14 Nov 2022
ESKNet-An enhanced adaptive selection kernel convolution for breast tumors segmentationExpert systems with applications (ESWA), 2022 Gongping Chen Lu Zhou Jianxun Zhang Xiaotao Yin Liang Cui Yu Dai 108 57 0 05 Nov 2022
Photorealistic Facial Wrinkles RemovalAsian Conference on Computer Vision (ACCV), 2022 Marcelo Sanchez G. Triginer C. Ballester Lara Raad Eduard Ramon CVBM 86 5 0 03 Nov 2022
UNet-2022: Exploring Dynamics in Non-isomorphic Architecture Jiansen Guo Hong-Yu Zhou Liansheng Wang Yizhou Yu 92 34 0 27 Oct 2022
FAS-UNet: A Novel FAS-driven Unet to Learn Variational Image Segmentation Hui Zhu Shi Shu Jianping Zhang SSeg 257 7 0 27 Oct 2022
Accelerating Diffusion Models via Pre-segmentation Diffusion Sampling for Medical Image SegmentationIEEE International Symposium on Biomedical Imaging (ISBI), 2022 Xutao Guo Yanwu Yang Hanyang Peng Shangfeng Lu Yang Xiang Tingxia Ma MedIm DiffM 207 44 0 27 Oct 2022
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Swinv2-Imagen: Hierarchical Vision Transformer Diffusion Models for Text-to-Image Generation Rui Li Weihua Li Yi Yang Hanyu Wei Jianhua Jiang Quan-wei Bai DiffM 328 17 0 18 Oct 2022
Are Macula or Optic Nerve Head Structures better at Diagnosing Glaucoma? An Answer using AI and Wide-Field Optical Coherence Tomography C. Y. Chiang F. Braeu Thanadet Chuangsuwanich Royston K. Y. Tan Jacqueline Chua L. Schmetterer Alexandre Hoang Thiery M. Buist M. Girard 93 0 0 13 Oct 2022
Improved Abdominal Multi-Organ Segmentation via 3D Boundary-Constrained Deep Neural NetworksIEEE Access (IEEE Access), 2022 Samra Irshad D. Gomes S. T. Kim 151 14 0 09 Oct 2022
Masked Supervised Learning for Semantic SegmentationBritish Machine Vision Conference (BMVC), 2022 H. Zunair A. Ben Hamza 160 17 0 03 Oct 2022
3D UX-Net: A Large Kernel Volumetric ConvNet Modernizing Hierarchical Transformer for Medical Image SegmentationInternational Conference on Learning Representations (ICLR), 2022 Ho Hin Lee Shunxing Bao Yuankai Huo Bennett A. Landman OOD MedIm 421 199 0 29 Sep 2022
Online pseudo labeling for polyp segmentation with momentum networksInternational Conference on Knowledge and Systems Engineering (KSE), 2022 Toan Pham Van Linh Doan Bao Thanh-Tung Nguyen Duc Trung Tran Quan Nguyen D. V. Sang 226 6 0 29 Sep 2022
Deeply Supervised Layer Selective Attention Network: Towards Label-Efficient Learning for Medical Image Classification Peng-Tao Jiang Juan Liu Lang Wang Zhihui Yang Hongyu Dong Jing Feng 168 3 0 28 Sep 2022
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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 170 9 0 21 Sep 2022
Noise transfer for unsupervised domain adaptation of retinal OCT imagesInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022 Valentin Koch Olle Holmberg H. Spitzer Johannes Schiefelbein B. Asani Michael Hafner Fabian J. Theis 238 12 0 16 Sep 2022
Medical Image Segmentation using LeViT-UNet++: A Case Study on GI Tract DataInternational Computer Science and Engineering Conference (CSE), 2022 Praneeth Nemani Satyanarayana Vollala ViT MedIm 119 18 0 15 Sep 2022
Rethinking the Unpretentious U-net for Medical Ultrasound Image SegmentationPattern Recognition (Pattern Recogn.), 2022 Gongping Chen L. Li Jianxun Zhang Yu Dai SSeg 168 123 0 15 Sep 2022
Calibrating Segmentation Networks with Margin-based Label Smoothing Balamurali Murugesan Bingyuan Liu Adrian Galdran Ismail Ben Ayed Jose Dolz UQCV 143 0 0 09 Sep 2022
HistoSeg : Quick attention with multi-loss function for multi-structure segmentation in digital histology images Saad Wazir M. Fraz 164 46 0 01 Sep 2022
CM-MLP: Cascade Multi-scale MLP with Axial Context Relation Encoder for Edge Segmentation of Medical ImageIEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2022 Jinkai Lv Yuyong Hu Quanshui Fu Zhiwang Zhang Yuqiang Hu Lin Lv Guoqing Yang Jinpeng Li Yi Zhao MedIm 139 12 0 23 Aug 2022
Toward Interpretable Sleep Stage Classification Using Cross-Modal TransformersIEEE transactions on neural systems and rehabilitation engineering (IEEE TNSRE), 2022 Jathurshan Pradeepkumar Mithunjha Anandakumar Vinith Kugathasan Dhinesh Suntharalingham S. L. Kappel A. D. Silva Chamira U. S. Edussooriya 347 48 0 15 Aug 2022
Multi-Depth Boundary-Aware Left Atrial Scar Segmentation Network Meng-Yun Wu Wangbin Ding Mingjing Yang Liqin Huang 96 4 0 08 Aug 2022
ScaleFormer: Revisiting the Transformer-based Backbones from a Scale-wise Perspective for Medical Image SegmentationInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 Huimin Huang Shiao Xie Lanfen Lin Yutaro Iwamoto X. Han Yen-Wei Chen Ruofeng Tong ViT MedIm 137 70 0 29 Jul 2022
Learning with Limited Annotations: A Survey on Deep Semi-Supervised Learning for Medical Image Segmentation Rushi Jiao Yichi Zhang Leiting Ding Rong Cai Jicong Zhang 309 242 0 28 Jul 2022
Camouflaged Object Detection via Context-aware Cross-level Fusion Geng Chen Si Liu Yu-Jia Sun Ge-Peng Ji Yafeng Wu Tao Zhou 189 189 0 27 Jul 2022
Two-Stream UNET Networks for Semantic Segmentation in Medical Images Xin Chen Ke Ding 98 0 0 27 Jul 2022
Exploring Generalizable Distillation for Efficient Medical Image SegmentationIEEE journal of biomedical and health informatics (IEEE JBHI), 2022 Xingqun Qi Zhuo Wu Min Ren Muyi Sun Caifeng Shan Zhe Sun 174 9 0 26 Jul 2022
OCTAve: 2D en face Optical Coherence Tomography Angiography Vessel Segmentation in Weakly-Supervised Learning with Locality AugmentationIEEE Transactions on Biomedical Engineering (IEEE TBME), 2022 Amrest Chinkamol Vetit Kanjaras Phattarapong Sawangjai Yitian Zhao Thapanun Sudhawiyangkul C. Chantrapornchai Cuntai Guan Theerawit Wilaiprasitporn 160 11 0 25 Jul 2022
CKD-TransBTS: Clinical Knowledge-Driven Hybrid Transformer with Modality-Correlated Cross-Attention for Brain Tumor SegmentationIEEE Transactions on Medical Imaging (IEEE TMI), 2022 Jianwei Lin Jiatai Lin Chenghao Lu Hao Chen Huan Lin ... Biao Huang C. Liang Guoqiang Han Zaiyi Liu Chu Han MedIm 178 124 0 15 Jul 2022
Immunofluorescence Capillary Imaging Segmentation: Cases StudyACM Multimedia (ACM MM), 2022 Runpeng Hou Ziyuan Ye Cheng-Hsun Yang Linhao Fu Chao Liu Quanying Liu 68 0 0 14 Jul 2022
MRF-UNets: Searching UNet with Markov Random Fields Zifu Wang Matthew B. Blaschko 142 6 0 13 Jul 2022
Wound Segmentation with Dynamic Illumination Correction and Dual-view Semantic Fusion Honghui Liu Changjian Wang Kele Xu Fangzhao Li Ming Feng Yuxing Peng Hongjun He 3DV 130 1 0 12 Jul 2022
What Makes for Automatic Reconstruction of Pulmonary SegmentsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022 Kaiming Kuang Li Zhang Jingyuan Li Hongwei Bran Li Jiajun Chen Bo Du Jiancheng Yang 298 11 0 07 Jul 2022
Trichomonas Vaginalis Segmentation in Microscope ImagesInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022 Lin Li Jingyi Liu Shuo Wang Xun Wang Tian-Zhu Xiang 129 10 0 03 Jul 2022
Automatic extraction of coronary arteries using deep learning in invasive coronary angiogramsTechnology and Health Care (THC), 2022 Yinghui Meng Zhen-Shuang Du Chen Zhao Minghao Dong Drew Pienta Zhihui Xu Weihua Zhou 120 12 0 24 Jun 2022
Explicit and implicit models in infrared and visible image fusion Zixuan Wang Bin Sun 194 1 0 20 Jun 2022
TBraTS: Trusted Brain Tumor SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022 Ke Zou Xuedong Yuan Xiaojing Shen Meng Wang Huazhu Fu UQCV OOD 156 72 0 19 Jun 2022
ClamNet: Using contrastive learning with variable depth Unets for medical image segmentation Samayan Bhattacharya Sk Shahnawaz Avigyan Bhattacharya 102 1 0 10 Jun 2022
R2U++: A Multiscale Recurrent Residual U-Net with Dense Skip Connections for Medical Image Segmentation Mehreen Mubashar Hazrat Ali C. Grönlund Shoaib Azmat SSeg 159 83 0 03 Jun 2022
Deep Gradient Learning for Efficient Camouflaged Object DetectionMachine Intelligence Research (MIR), 2022 Ge-Peng Ji Deng-Ping Fan Yu-Cheng Chou Dengxin Dai Alexander Liniger Luc Van Gool 318 212 0 25 May 2022
UNet#: A UNet-like Redesigning Skip Connections for Medical Image Segmentation Ledan Qian Xiao Zhou Yi Li Zhongyi Hu 152 10 0 24 May 2022
Brachial Plexus Nerve Trunk Segmentation Using Deep Learning: A Comparative Study with Doctors' Manual SegmentationUltrasound in Medicine and Biology (Ultrasound Med Biol), 2022 Yu Wang Binbin Zhu Lingsi Kong Jianlin Wang Bin Gao Jianhua Wang Dingcheng Tian Yudong Yao 89 10 0 17 May 2022
Deep Depth Completion from Extremely Sparse Data: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Junjie Hu Chenyu Bao Mete Ozay Chenyou Fan Qing Gao Honghai Liu Tin Lun Lam 3DV 3DPC 201 69 0 11 May 2022
MNet: Rethinking 2D/3D Networks for Anisotropic Medical Image SegmentationInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 Zhangfu Dong Yuting He Xiaoming Qi Yang Chen H. Shu J. Coatrieux Guanyu Yang Shuo Li 130 50 0 10 May 2022
Dual Branch Neural Network for Sea Fog Detection in Geostationary Ocean Color ImagerIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022 Yuan Zhou Keran Chen Xiaofeng Li 74 24 0 04 May 2022
A Performance-Consistent and Computation-Efficient CNN System for High-Quality Automated Brain Tumor Segmentation Juncheng Tong Chunyan Wang 144 1 0 02 May 2022
Segmentation of kidney stones in endoscopic video feeds Zachary A. Stoebner Daiwei Lu Seokjun Hong N. Kavoussi I. Oguz 88 6 0 29 Apr 2022
Symmetric Transformer-based Network for Unsupervised Image RegistrationKnowledge-Based Systems (KBS), 2022 Mingrui Ma Lei Song Yuanbo Xu Gui-Xian Liu ViT MedIm 140 45 0 28 Apr 2022