Title
Feedback Chain Network For Hippocampus Segmentation Heyu Huang Runmin Cong Lianhe Yang Ling Du C. Wang Sam Kwong 33 2 0 15 Nov 2022
SUPRA: Superpixel Guided Loss for Improved Multi-modal Segmentation in Endoscopy Rafael Martinez Garcia Peña Mansoor Ali Teevno Gilberto Ochoa-Ruiz Sharib Ali 36 3 0 09 Nov 2022
MALUNet: A Multi-Attention and Light-weight UNet for Skin Lesion Segmentation Jiacheng Ruan Suncheng Xiang Mingye Xie Ting Liu Yuzhuo Fu 23 132 0 03 Nov 2022
ImageCAS: A Large-Scale Dataset and Benchmark for Coronary Artery Segmentation based on Computed Tomography Angiography Images An Zeng Chunbiao Wu Meiping Huang Jian Zhuang Shanshan Bi ... Tianchen Wang Yiyu Shi Xiaomeng Li Guisen Lin Xiaowei Xu 20 58 0 03 Nov 2022
Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation Ehsan Khodapanah Aghdam Reza Azad Maral Zarvani Dorit Merhof ViT SSeg MedIm 29 47 0 30 Oct 2022
Full-scale Deeply Supervised Attention Network for Segmenting COVID-19 Lesions Pallab Dutta S. Mitra MedIm 10 3 0 27 Oct 2022
Accelerating Diffusion Models via Pre-segmentation Diffusion Sampling for Medical Image Segmentation Xutao Guo Yanwu Yang Chenfei Ye Shangfeng Lu Yang Xiang Tingxia Ma MedIm DiffM 44 32 0 27 Oct 2022
CMU-Net: A Strong ConvMixer-based Medical Ultrasound Image Segmentation Network Fenghe Tang Lingtao Wang C. Ning Min Xian Jianrui Ding 25 60 0 24 Oct 2022
Deep Learning in Single-Cell Analysis Dylan Molho Jiayuan Ding Zhaoheng Li Haifang Wen Wenzhuo Tang ... P. Danaher Robert Yang Y. Lei Yuying Xie Jiliang Tang 28 22 0 22 Oct 2022
Improved lung segmentation based on U-Net architecture and morphological operations Ali John Naqvi Abdullah Tauqeer Rohaib Bhatti Syed Bazil 16 3 0 19 Oct 2022
Parameter-Free Average Attention Improves Convolutional Neural Network Performance (Almost) Free of Charge Nils Körber 23 12 0 14 Oct 2022
ConvTransSeg: A Multi-resolution Convolution-Transformer Network for Medical Image Segmentation Zhendi Gong Andrew P. French Guoping Qiu Xin Chen ViT MedIm 35 6 0 13 Oct 2022
LAPFormer: A Light and Accurate Polyp Segmentation Transformer Mai Nguyen Tu Bui Quan Nguyen T. Nguyen Toan Van Pham ViT 3DV MedIm 100 3 0 10 Oct 2022
APAUNet: Axis Projection Attention UNet for Small Target in 3D Medical Segmentation Yuncheng Jiang Zixun Zhang Shixi Qin Yao Guo Zhuguo Li Shuguang Cui 37 12 0 04 Oct 2022
A Review of Modern Approaches for Coronary Angiography Imaging Analysis Maxim Y Popov Temirgali Aimyshev Eldar Ismailov Ablay Bulegenov S. Fazli 26 3 0 28 Sep 2022
RetiFluidNet: A Self-Adaptive and Multi-Attention Deep Convolutional Network for Retinal OCT Fluid Segmentation Reza Rasti Armin Biglari Mohammad Rezapourian Ziyun Yang Sina Farsiu 35 30 0 26 Sep 2022
Segmentation-based Information Extraction and Amalgamation in Fundus Images for Glaucoma Detection Yanni Wang Gang Yang Dayong Ding Jianchun Zhao 8 0 0 23 Sep 2022
CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation Chen Liu Matthew Amodio Liangbo L. Shen Feng Gao A. Avesta S. Aneja Jay C. Wang L. V. Priore Smita Krishnaswamy OOD MedIm 30 13 0 23 Sep 2022
Self-adversarial Multi-scale Contrastive Learning for Semantic Segmentation of Thermal Facial Images Jitesh Joshi N. Bianchi-Berthouze Youngjun Cho 19 7 0 21 Sep 2022
Masked Face Inpainting Through Residual Attention UNet Md. Imran Hosen Md Baharul Islam CVBM 20 5 0 19 Sep 2022
Rethinking the Unpretentious U-net for Medical Ultrasound Image Segmentation Gongping Chen L. Li Jianxun Zhang Yu Dai SSeg 21 66 0 15 Sep 2022
CM-MLP: Cascade Multi-scale MLP with Axial Context Relation Encoder for Edge Segmentation of Medical Image Jinkai Lv Yuyong Hu Quanshui Fu Zhiwang Zhang Yuqiang Hu Lin Lv Guoqing Yang Jinpeng Li Yi Zhao MedIm 23 9 0 23 Aug 2022
Booster-SHOT: Boosting Stacked Homography Transformations for Multiview Pedestrian Detection with Attention Jinwoo Hwang Philipp Benz Tae-Hoon Kim ViT 31 3 0 19 Aug 2022
TransDeepLab: Convolution-Free Transformer-based DeepLab v3+ for Medical Image Segmentation Reza Azad Moein Heidari M. Shariatnia Ehsan Khodapanah Aghdam Sanaz Karimijafarbigloo Ehsan Adeli Dorit Merhof ViT MedIm 17 94 0 01 Aug 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 29 152 0 28 Jul 2022
TransNorm: Transformer Provides a Strong Spatial Normalization Mechanism for a Deep Segmentation Model Reza Azad Mohammad T. Al-Antary Moein Heidari Dorit Merhof ViT MedIm 28 72 0 27 Jul 2022
OCTAve: 2D en face Optical Coherence Tomography Angiography Vessel Segmentation in Weakly-Supervised Learning with Locality Augmentation Amrest Chinkamol Vetit Kanjaras Phattarapong Sawangjai Yitian Zhao Thapanun Sudhawiyangkul C. Chantrapornchai Cuntai Guan Theerawit Wilaiprasitporn 38 7 0 25 Jul 2022
Pavementscapes: a large-scale hierarchical image dataset for asphalt pavement damage segmentation Zheng Tong Tengyu Ma J. Huyan Wei-guang Zhang SSeg 22 2 0 24 Jul 2022
Orientation and Context Entangled Network for Retinal Vessel Segmentation Xinxu Wei Kaifu Yang D. Bzdok Y. Li 27 32 0 23 Jul 2022
Liver Segmentation using Turbolift Learning for CT and Cone-beam C-arm Perfusion Imaging Hana Haseljić S. Chatterjee R. Frysch V. Kulvait V. Semshchikov ... Inga Brüsch T. Werncke Oliver Speck A. Nürnberger G. Rose OOD 29 2 0 20 Jul 2022
Unsupervised Medical Image Translation with Adversarial Diffusion Models Muzaffer Özbey Onat Dalmaz S. Dar H. Bedel cSaban Ozturk Alper Gungor Tolga cCukur DiffM MedIm 35 276 0 17 Jul 2022
BCS-Net: Boundary, Context and Semantic for Automatic COVID-19 Lung Infection Segmentation from CT Images Runmin Cong Hao Yang Qiuping Jiang Wei Gao Haisheng Li C. Wang Yao-Min Zhao Sam Kwong 27 35 0 17 Jul 2022
Hybrid Skip: A Biologically Inspired Skip Connection for the UNet Architecture N. Zioulis G. Albanis Petros Drakoulis Federico Álvarez D. Zarpalas P. Daras 29 11 0 11 Jul 2022
TFCNs: A CNN-Transformer Hybrid Network for Medical Image Segmentation Zihan Li Dihan Li Cangbai Xu Wei-Chien Wang Qingqi Hong Qingde Li Jie Tian ViT MedIm 22 46 0 07 Jul 2022
A Densely Interconnected Network for Deep Learning Accelerated MRI Jon André Ottesen M. Caan I. Groote A. Bjørnerud 49 9 0 05 Jul 2022
LViT: Language meets Vision Transformer in Medical Image Segmentation Zihan Li Yunxiang Li Qingde Li Puyang Wang Dazhou Guo Le Lu D. Jin You Zhang Qingqi Hong VLM MedIm 59 134 0 29 Jun 2022
Ensemble CNN models for Covid-19 Recognition and Severity Perdition From 3D CT-scan F. Bougourzi C. Distante Fadi Dornaika A. Taleb-Ahmed 3DPC 29 3 0 29 Jun 2022
Automated GI tract segmentation using deep learning M. Sharma 37 7 0 22 Jun 2022
Free-form Lesion Synthesis Using a Partial Convolution Generative Adversarial Network for Enhanced Deep Learning Liver Tumor Segmentation Yong-Jin Liu Fei Yang Yidong Yang GAN MedIm 24 4 0 18 Jun 2022
Automated Precision Localization of Peripherally Inserted Central Catheter Tip through Model-Agnostic Multi-Stage Networks Subin Park Yoon Ki Cha Soyoung Park Kyungsu Kim M. Chung 14 1 0 14 Jun 2022
Dual Decomposition of Convex Optimization Layers for Consistent Attention in Medical Images Tom Ron M. Weiler-Sagie Tamir Hazan FAtt MedIm 24 6 0 06 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 21 66 0 03 Jun 2022
XBound-Former: Toward Cross-scale Boundary Modeling in Transformers Jiacheng Wang Fei Chen Yuxi Ma Liansheng Wang Zhaodong Fei Jia Shuai Xiangdong Tang Qichao Zhou Jing Qin ViT MedIm 27 63 0 02 Jun 2022
Dynamic Linear Transformer for 3D Biomedical Image Segmentation Zheyu Zhang Ulas Bagci ViT MedIm 28 12 0 01 Jun 2022
A Survey on Deep Learning for Skin Lesion Segmentation Z. Mirikharaji Kumar Abhishek Alceu Bissoto Catarina Barata Sandra Avila Eduardo Valle M. Celebi Ghassan Hamarneh 36 82 0 01 Jun 2022
Memory-efficient Segmentation of High-resolution Volumetric MicroCT Images Yuan Wang Laura Blackie I. Miguel-Aliaga Wenjia Bai 3DV 18 3 0 31 May 2022
Progressive Multi-scale Consistent Network for Multi-class Fundus Lesion Segmentation Along He Kai Wang Tao Li Wang Bo Hong Kang Huazhu Fu 29 28 0 31 May 2022
Calibrated Bagging Deep Learning for Image Semantic Segmentation: A Case Study on COVID-19 Chest X-ray Image Lucy Nwosu Xiangfang Li Lijun Qian Seungchan Kim Xishuang Dong 32 3 0 27 May 2022
UNet#: A UNet-like Redesigning Skip Connections for Medical Image Segmentation Ledan Qian Xiao Zhou Yi Li Zhongyi Hu 38 5 0 24 May 2022
Residual Channel Attention Network for Brain Glioma Segmentation Yiming Yao Peisheng Qian Ziyuan Zhao Zeng Zeng 26 2 0 22 May 2022