3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation

21 June 2016

Thomas Brox

Papers citing "3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation"

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CTARR: A fast and robust method for identifying anatomical regions on CT images via atlas registration Thomas Buddenkotte R. Opfer Julia Kruger Alessa Hering Mireia Crispin-Ortuzar 36 0 0 03 Oct 2024
DMC-Net: Lightweight Dynamic Multi-Scale and Multi-Resolution Convolution Network for Pancreas Segmentation in CT Images Jin Yang Daniel S. Marcus Aristeidis Sotiras 32 0 0 03 Oct 2024
FreeMask: Rethinking the Importance of Attention Masks for Zero-Shot Video Editing Lingling Cai Kang Zhao Hangjie Yuan Yingya Zhang Shiwei Zhang Kejie Huang VGen 26 0 0 30 Sep 2024
KANDU-Net:A Dual-Channel U-Net with KAN for Medical Image Segmentation Chenglin Fang Kaigui Wu SSeg 47 0 0 30 Sep 2024
Swap-Net: A Memory-Efficient 2.5D Network for Sparse-View 3D Cone Beam CT Reconstruction Xiaojian Xu Marc Klasky Michael T. McCann Jason Hu Jeffrey A. Fessler 3DPC MedIm 18 0 0 29 Sep 2024
G3R: Gradient Guided Generalizable Reconstruction Yun Chen Jingkang Wang Ze Yang S. Manivasagam R. Urtasun 34 9 0 28 Sep 2024
Mixture of Multicenter Experts in Multimodal Generative AI for Advanced Radiotherapy Target Delineation Y. Oh Sangjoon Park Xiang Li Wang Yi Jonathan Paly ... Quanzheng Li Wei Liu W. Koom Jin Sung Kim Kyungsang Kim 20 0 0 27 Sep 2024
EM-Net: Efficient Channel and Frequency Learning with Mamba for 3D Medical Image Segmentation Ao Chang Jiajun Zeng Ruobing Huang Dong Ni Mamba 32 2 0 26 Sep 2024
Shape-intensity knowledge distillation for robust medical image segmentation Wenhui Dong Bo Du Yongchao Xu 33 0 0 26 Sep 2024
Ascend HiFloat8 Format for Deep Learning Yuanyong Luo Zhongxing Zhang Richard Wu Hu Liu Ying Jin ... Korviakov Vladimir Bobrin Maxim Yuhao Hu Guanfu Chen Zeyi Huang MQ 25 1 0 25 Sep 2024
TransUKAN:Computing-Efficient Hybrid KAN-Transformer for Enhanced Medical Image Segmentation Yanlin Wu Tao Li Zhihong Wang Hong Kang Along He ViT MedIm 31 1 0 23 Sep 2024
Observe Then Act: Asynchronous Active Vision-Action Model for Robotic Manipulation Guokang Wang Hang Li Shuyuan Zhang Di Guo Huaping Liu Huaping Liu 48 1 0 23 Sep 2024
Scale-specific auxiliary multi-task contrastive learning for deep liver vessel segmentation Amine Sadikine Bogdan Badic Jean-Pierre Tasu V. Noblet Pascal Ballet D. Visvikis Pierre-Henri Conze 24 1 0 18 Sep 2024
Advances in APPFL: A Comprehensive and Extensible Federated Learning Framework Zilinghan Li Shilan He Ze Yang Minseok Ryu Kibaek Kim Ravi K. Madduri FedML 52 5 0 17 Sep 2024
RealDiff: Real-world 3D Shape Completion using Self-Supervised Diffusion Models Başak Melis Öcal Maxim Tatarchenko Sezer Karaoglu Theo Gevers DiffM 32 0 0 16 Sep 2024
Deep Fast Machine Learning Utils: A Python Library for Streamlined Machine Learning Prototyping Fabi Prezja AI4CE 35 0 0 14 Sep 2024
D2-MLP: Dynamic Decomposed MLP Mixer for Medical Image Segmentation Jin Yang Xiaobing Yu Peijie Qiu MedIm 36 0 0 13 Sep 2024
MedSegMamba: 3D CNN-Mamba Hybrid Architecture for Brain Segmentation Aaron Cao Zongyu Li Jia Guo Andrew F. Laine Jia Guo Mamba 49 1 0 12 Sep 2024
Generative Hierarchical Materials Search Sherry Yang Simon L. Batzner Ruiqi Gao Muratahan Aykol Alexander L. Gaunt Brendan McMorrow Danilo J. Rezende Dale Schuurmans Igor Mordatch E. D. Cubuk AI4CE 40 6 0 10 Sep 2024
Interactive 3D Segmentation for Primary Gross Tumor Volume in Oropharyngeal Cancer Mikko Saukkoriipi J. Sahlsten J. Jaskari Lotta Orasmaa J. Kangas ... A. Makitie Mohamed Naser Clifton Fuller Benjamin H. Kann K. Kaski 34 2 0 10 Sep 2024
RotCAtt-TransUNet++: Novel Deep Neural Network for Sophisticated Cardiac Segmentation Quoc-Bao Nguyen-Le Tuan-Hy Le Anh-Triet Do Quoc-Huy Trinh ViT MedIm 34 0 0 09 Sep 2024
NeCA: 3D Coronary Artery Tree Reconstruction from Two 2D Projections by Neural Implicit Representation Yiying Wang Abhirup Banerjee Vicente Grau 16 1 0 06 Sep 2024
TransDAE: Dual Attention Mechanism in a Hierarchical Transformer for Efficient Medical Image Segmentation Bobby Azad Pourya Adibfar Kaiqun Fu ViT MedIm 24 0 0 03 Sep 2024
AMG: Avatar Motion Guided Video Generation Zhangsihao Yang Mengyi Shan Mohammad Farazi Wenhui Zhu Yanxi Chen Xuanzhao Dong Yalin Wang VGen DiffM 67 0 0 02 Sep 2024
3D-LSPTM: An Automatic Framework with 3D-Large-Scale Pretrained Model for Laryngeal Cancer Detection Using Laryngoscopic Videos Meiyu Qiu Y. Li Wenjun Huang Haoyun Zhang Weiping Zheng Wenbin Lei Xiaomao Fan 29 0 0 02 Sep 2024
XNet v2: Fewer Limitations, Better Results and Greater Universality Yanfeng Zhou Lingrui Li Zichen Wang Guole Liu Ziwen Liu Ge Yang 28 1 0 02 Sep 2024
ConDense: Consistent 2D/3D Pre-training for Dense and Sparse Features from Multi-View Images Xiaoshuai Zhang Zhicheng Wang Howard Zhou Soham Ghosh Danushen Gnanapragasam Varun Jampani Hao Su Leonidas J. Guibas DD 51 5 0 30 Aug 2024
Efficient Slice Anomaly Detection Network for 3D Brain MRI Volume Zeduo Zhang Yalda Mohsenzadeh MedIm 21 0 0 28 Aug 2024
Panoptic Perception for Autonomous Driving: A Survey Yunge Li Lanyu Xu 40 2 0 27 Aug 2024
ShapeMamba-EM: Fine-Tuning Foundation Model with Local Shape Descriptors and Mamba Blocks for 3D EM Image Segmentation Ruohua Shi Qiufan Pang Lei Ma Lingyu Duan Tiejun Huang Tingting Jiang Mamba 19 3 0 26 Aug 2024
Anatomical Consistency Distillation and Inconsistency Synthesis for Brain Tumor Segmentation with Missing Modalities Zheyu Zhang Xinzhao Liu Zheng Chen Yueyi Zhang Huanjing Yue Yunwei Ou Xiaoyan Sun 39 0 0 25 Aug 2024
Has Multimodal Learning Delivered Universal Intelligence in Healthcare? A Comprehensive Survey Qika Lin Yifan Zhu Xin Mei Ling Huang Jingying Ma Kai He Zhen Peng Erik Cambria Mengling Feng 42 18 0 23 Aug 2024
SIMPLE: Simultaneous Multi-Plane Self-Supervised Learning for Isotropic MRI Restoration from Anisotropic Data Rotem Benisty Yevgenia Shteynman Moshe Porat Anat Illivitzki Moti Freiman 40 0 0 23 Aug 2024
Detection of Under-represented Samples Using Dynamic Batch Training for Brain Tumor Segmentation from MR Images Subin Sahayam John Michael Sujay Zakkam Yoga Sri Varshan V Umarani Jayaraman 27 0 0 21 Aug 2024
Exploiting XAI maps to improve MS lesion segmentation and detection in MRI F. Spagnolo N. Molchanova Mario Ocampo Pineda L. Melie-García Meritxell Bach Cuadra C. Granziera Vincent Andrearczyk A. Depeursinge FAtt MedIm 26 0 0 21 Aug 2024
MedMAP: Promoting Incomplete Multi-modal Brain Tumor Segmentation with Alignment Tianyi Liu Zhaorui Tan Muyin Chen Xi Yang Haochuan Jiang Kaizhu Huang 26 0 0 18 Aug 2024
Decoupling Feature Representations of Ego and Other Modalities for Incomplete Multi-modal Brain Tumor Segmentation Kaixiang Yang Wenqi Shan Xudong Li Xuan Wang Xikai Yang Xi Wang Pheng-Ann Heng Qiang Li Zhiwei Wang 22 0 0 16 Aug 2024
Deep Learning Framework for History Matching CO2 Storage with 4D Seismic and Monitoring Well Data Ekta U. Samani A. Banerjee 27 0 0 02 Aug 2024
SegStitch: Multidimensional Transformer for Robust and Efficient Medical Imaging Segmentation Shengbo Tan Zeyu Zhang Ying Cai Daji Ergu Lin Wu Binbin Hu Pengzhang Yu Yang Zhao ViT MedIm 57 12 0 01 Aug 2024
multiGradICON: A Foundation Model for Multimodal Medical Image Registration Basar Demir Lin Tian Hastings Greer Roland Kwitt François-Xavier Vialard R. Estépar Sylvain Bouix Richard Jarrett Rushmore Ebrahim Ebrahim Marc Niethammer OOD MedIm 43 8 0 01 Aug 2024
MIST: A Simple and Scalable End-To-End 3D Medical Imaging Segmentation Framework Jingyao Wu Evan Lim T. Dang Brayden Mi Alex Balsells V. Sethu Caroline Chung Beatrice Riviere David T. Fuentes VLM 41 2 0 31 Jul 2024
Adaptive Mix for Semi-Supervised Medical Image Segmentation Zhiqiang Shen Peng Cao Junming Su Jinzhu Yang Osmar R. Zaiane 46 0 0 31 Jul 2024
Few-Shot Medical Image Segmentation with Large Kernel Attention Sissi Xiaoxiao Wu Xiaowei Chen Zhenguo Gao Shulei Qu Yuanyuan Qiu 41 0 0 27 Jul 2024
Mew: Multiplexed Immunofluorescence Image Analysis through an Efficient Multiplex Network Sukwon Yun Jie Peng Alexandro E. Trevino Chanyoung Park Tianlong Chen 32 1 0 25 Jul 2024
Aggregated Attributions for Explanatory Analysis of 3D Segmentation Models Maciej Chrabaszcz Hubert Baniecki Piotr Komorowski Szymon Płotka Przemysław Biecek 31 1 0 23 Jul 2024
CBCTLiTS: A Synthetic, Paired CBCT/CT Dataset For Segmentation And Style Transfer M. Tschuchnig Philipp Steininger M. Gadermayr 18 0 0 20 Jul 2024
PASSION: Towards Effective Incomplete Multi-Modal Medical Image Segmentation with Imbalanced Missing Rates Junjie Shi Caozhi Shang Zhaobin Sun Li Yu Xin Yang Zengqiang Yan 22 3 0 20 Jul 2024
Tree semantic segmentation from aerial image time series Venkatesh Ramesh Arthur Ouaknine David Rolnick 26 0 0 18 Jul 2024
QVD: Post-training Quantization for Video Diffusion Models Shilong Tian Hong Chen Chengtao Lv Yu Liu Jinyang Guo Xianglong Liu Shengxi Li Hao Yang Tao Xie VGen MQ 46 2 0 16 Jul 2024
Segmentation of Prostate Tumour Volumes from PET Images is a Different Ball Game Shrajan Bhandary Dejan Kuhn Z. Babaiee T. Fechter S. Spohn C. Zamboglou Anca-Ligia Grosu Radu Grosu 40 1 0 15 Jul 2024