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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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CAN3D: Fast 3D Medical Image Segmentation via Compact Context Aggregation Wei Dai B. Woo Siyu Liu Matthew Marques Craig B. Engstrom P. Greer Stuart Crozier Jason Dowling Shekhar S. Chandra 183 22 0 12 Sep 2021
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CSC-Unet: A Novel Convolutional Sparse Coding Strategy Based Neural Network for Semantic Segmentation Haitong Tang Shuang He Mengduo Yang Xia Lu Qin Yu Kaiyue Liu Hongjie Yan Ni-zhuan Wang SSeg 263 21 0 01 Aug 2021
SNE-RoadSeg+: Rethinking Depth-Normal Translation and Deep Supervision for Freespace DetectionIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2021 Hengli Wang Rui Fan Peide Cai Ming-Yuan Liu 218 56 0 30 Jul 2021
Sharp U-Net: Depthwise Convolutional Network for Biomedical Image Segmentation H. Zunair A. Ben Hamza SSeg MDE 108 293 0 26 Jul 2021
A Deep Learning-based Quality Assessment and Segmentation System with a Large-scale Benchmark Dataset for Optical Coherence Tomographic Angiography Image Yu-Fang Wang Yiqing Shen Meng Yuan Jing Xu B. Yang Chicheng Liu Wenjia Cai Weijing Cheng Wei Wang 153 21 0 22 Jul 2021
TransClaw U-Net: Claw U-Net with Transformers for Medical Image Segmentation Yao Chang Menghan Hu Zhai Guangtao Xiao-Ping Zhang MedIm ViT 183 115 0 12 Jul 2021
NeoUNet: Towards accurate colon polyp segmentation and neoplasm detection P. N. Lan N. S. An D. V. Hang D. Long T. Trung N. T. Thuy D. V. Sang 298 86 0 11 Jul 2021
BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framework for Segmenting and Classifying OCTA ImagesInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021 Li Lin Zhonghua Wang Jiewei Wu Yijin Huang Junyan Lyu Pujin Cheng Jiong Wu Xiaoying Tang 135 45 0 10 Jul 2021
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LensID: A CNN-RNN-Based Framework Towards Lens Irregularity Detection in Cataract Surgery Videos Negin Ghamsarian M. Taschwer Doris Putzgruber-Adamitsch Stephanie Sarny Y. El-Shabrawi Klaus Schoeffmann 129 18 0 02 Jul 2021
Learning from Pseudo Lesion: A Self-supervised Framework for COVID-19 Diagnosis Zhongliang Li Zhihao Jin Xuechen Li Linlin Shen SSL MedIm 149 1 0 23 Jun 2021
Spatio-Temporal SAR-Optical Data Fusion for Cloud Removal via a Deep Hierarchical Model A. Sebastianelli A. Nowakowski Erika Puglisi M. P. D. Rosso J. Mifdal F. Pirri P. Mathieu Silvia Liberata Ullo 3DPC 186 2 0 23 Jun 2021
CT Image Synthesis Using Weakly Supervised Segmentation and Geometric Inter-Label Relations For COVID Image Analysis Dwarikanath Mahapatra Ankur Singh 176 10 0 15 Jun 2021
Semantic-Aware Contrastive Learning for Multi-object Medical Image SegmentationIEEE journal of biomedical and health informatics (JBHI), 2021 Ho Hin Lee Yucheng Tang Qi Yang Xin Yu Shunxing Bao L. Cai Lucas W. Remedios Bennett A. Landman Yuankai Huo 173 9 0 03 Jun 2021
Dense Nested Attention Network for Infrared Small Target DetectionIEEE Transactions on Image Processing (TIP), 2021 Boyang Li Chao Xiao Longguang Wang Yingqian Wang Zaiping Lin Miao Li W. An Yulan Guo 349 644 0 01 Jun 2021
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Recent advances and clinical applications of deep learning in medical image analysis Xuxin Chen Ximing Wang Kecheng Zhang K. Fung T. Thai K. Moore Robert S. Mannel Hong Liu B. Zheng Y. Qiu OOD 381 784 0 27 May 2021
Focus U-Net: A novel dual attention-gated CNN for polyp segmentation during colonoscopy Michael Yeung Evis Sala Carola-Bibiane Schönlieb L. Rundo 160 144 0 16 May 2021
MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image SegmentationIEEE journal of biomedical and health informatics (JBHI), 2021 Abhishek Srivastava Debesh Jha S. Chanda Umapada Pal Haavard D. Johansen Dag Johansen Michael A. Riegler Sharib Ali Pål Halvorsen 184 249 0 16 May 2021
AG-CUResNeSt: A Novel Method for Colon Polyp Segmentation D. V. Sang Tran Quang Chung P. N. Lan D. V. Hang D. Long N. T. Thuy 368 24 0 02 May 2021
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FANet: A Feedback Attention Network for Improved Biomedical Image SegmentationIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021 Nikhil Kumar Tomar Debesh Jha Michael A. Riegler Haavard D. Johansen Dag Johansen J. Rittscher Pål Halvorsen Sharib Ali MedIm 178 199 0 31 Mar 2021
DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image SegmentationComputer Vision and Pattern Recognition (CVPR), 2021 Yufan He Dong Yang H. Roth Can Zhao Daguang Xu MedIm 156 80 0 29 Mar 2021
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Spatially Dependent U-Nets: Highly Accurate Architectures for Medical Imaging Segmentation João B. S. Carvalho J. Santinha DJordje Miladinović J. M. Buhmann SSeg 105 0 0 22 Mar 2021
Automated liver tissues delineation techniques: A systematic survey on machine learning current trends and future orientationsEngineering applications of artificial intelligence (EAAI), 2021 Ayman Al-Kababji F. Bensaali S. Dakua Yassine Himeur 207 35 0 10 Mar 2021
CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021 Yutong Xie Jianpeng Zhang Chunhua Shen Yong-quan Xia ViT MedIm 193 613 0 04 Mar 2021
MixSearch: Searching for Domain Generalized Medical Image Segmentation Architectures Luyan Liu Zhiwei Wen Songwei Liu Hong-Yu Zhou Hongwei Zhu Weicheng Xie Linlin Shen Kai Ma Yefeng Zheng 153 9 0 26 Feb 2021
TransFuse: Fusing Transformers and CNNs for Medical Image SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021 Yundong Zhang Huiye Liu Qiang Hu ViT MedIm 380 1,208 0 16 Feb 2021
MITNet: GAN Enhanced Magnetic Induction Tomography Based on Complex CNNIEEE Sensors Journal (IEEE Sens. J.), 2021 Zuohui Chen Qing Yuan Xujie Song Cheng Chen Dan Zhang Yun Xiang Ruigang Liu Qi Xuan MedIm 169 15 0 16 Feb 2021
Multi-class probabilistic atlas-based whole heart segmentation method in cardiac CT and MRIIEEE Access (IEEE Access), 2021 Tarun Kanti Ghosh Md. Kamrul Hasan Shidhartho Roy Md. Ashraful Alam Eklas Hossain Mohiudding Ahmad 148 22 0 03 Feb 2021
Chest X-ray lung and heart segmentation based on minimal training sets B. Maga 93 6 0 20 Jan 2021
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CovTANet: A Hybrid Tri-level Attention Based Network for Lesion Segmentation, Diagnosis, and Severity Prediction of COVID-19 Chest CT ScansIEEE Transactions on Industrial Informatics (TII), 2021 Tanvir Mahmud Md. Jahin Alam Sakib Chowdhury Shams Nafisa Ali Md. Maisoon Rahman Shaikh Anowarul Fattah Mohammad Saquib 79 42 0 03 Jan 2021
Exploiting Shared Knowledge from Non-COVID Lesions for Annotation-Efficient COVID-19 CT Lung Infection SegmentationIEEE journal of biomedical and health informatics (JBHI), 2020 Yichi Zhang Qingcheng Liao Lin Yuan He Zhu Jiezhen Xing Jicong Zhang 398 30 0 31 Dec 2020
Adversarial Multiscale Feature Learning for Overlapping Chromosome Segmentation Liye Mei Yalan Yu Yueyun Weng Xiaopeng Guo Yan Liu Dupei Wang Shengnan Liu Fuling Zhou Cheng Lei MedIm 97 5 0 22 Dec 2020
DIPPAS: A Deep Image Prior PRNU Anonymization Scheme F. Picetti S. Mandelli Paolo Bestagini V. Lipari Stefano Tubaro 225 14 0 07 Dec 2020
CovSegNet: A Multi Encoder-Decoder Architecture for Improved Lesion Segmentation of COVID-19 Chest CT ScansIEEE Transactions on Artificial Intelligence (IEEE TAI), 2020 Tanvir Mahmud Md Awsafur Rahman S. Fattah S. Kung MedIm 131 29 0 02 Dec 2020
Learning Multiscale Convolutional Dictionaries for Image ReconstructionIEEE Transactions on Computational Imaging (TCI), 2020 Tianlin Liu Anadi Chaman David Belius Ivan Dokmanić 274 31 0 25 Nov 2020
PGL: Prior-Guided Local Self-supervised Learning for 3D Medical Image Segmentation Yutong Xie Jianpeng Zhang Zehui Liao Yong-quan Xia Chunhua Shen 186 52 0 25 Nov 2020
Automatic Brain Tumor Segmentation with Scale Attention Network Yading Yuan 195 38 0 06 Nov 2020
Distribution-aware Margin Calibration for Medical Image Segmentation Zhibin Li Litao Yu Jian Zhang 154 1 0 03 Nov 2020
Encoding Clinical Priori in 3D Convolutional Neural Networks for Prostate Cancer Detection in bpMRI A. Saha M. Hosseinzadeh Henkjan Huisman MedIm 379 8 0 31 Oct 2020
Recurrent neural network-based volumetric fluorescence microscopyLight: Science & Applications (Light Sci Appl), 2020 Luzhe Huang Yilin Luo Y. Rivenson Aydogan Ozcan MedIm 3DV 189 35 0 21 Oct 2020