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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Title
A dynamic interactive learning framework for automated 3D medical image segmentation Mu Tian Xiaohui Chen Yi Gao 27 0 0 11 Dec 2023
EipFormer: Emphasizing Instance Positions in 3D Instance Segmentation Mengnan Zhao Lihe Zhang Yuqiu Kong Baocai Yin 29 1 0 09 Dec 2023
A Unified Multi-Phase CT Synthesis and Classification Framework for Kidney Cancer Diagnosis with Incomplete Data Kwang-Hyun Uhm Seung‐Won Jung M. Choi Sung-Hoo Hong Sung-Jea Ko MedIm 33 11 0 09 Dec 2023
Exploring 3D U-Net Training Configurations and Post-Processing Strategies for the MICCAI 2023 Kidney and Tumor Segmentation Challenge Kwang-Hyun Uhm Hyunjun Cho Zhixin Xu Seohoon Lim Seung-Won Jung Sung-Hoo Hong Sung-Jea Ko 3DPC 30 5 0 09 Dec 2023
ProsDectNet: Bridging the Gap in Prostate Cancer Detection via Transrectal B-mode Ultrasound Imaging Sulaiman Vesal Indrani Bhattacharya Hassan Jahanandish Xinran Li Zachary Kornberg ... Elijah Sommer Moonhyung Choi Richard E. Fan G. Sonn M. Rusu MedIm 25 3 0 08 Dec 2023
Segmentation of Kidney Tumors on Non-Contrast CT Images using Protuberance Detection Network Taro Hatsutani Akimichi Ichinose Keigo Nakamura Yoshiro Kitamura 22 1 0 08 Dec 2023
Reconciling AI Performance and Data Reconstruction Resilience for Medical Imaging Alexander Ziller Tamara T. Mueller Simon Stieger Leonhard F. Feiner Johannes Brandt R. Braren Daniel Rueckert Georgios Kaissis 63 1 0 05 Dec 2023
Learning Robust Precipitation Forecaster by Temporal Frame Interpolation Lu Han Xu-Yang Chen Han-Jia Ye De-Chuan Zhan 50 0 0 30 Nov 2023
Full-resolution MLPs Empower Medical Dense Prediction Mingyuan Meng Yuxin Xue Da-wei Feng Lei Bi Jinman Kim MedIm 35 4 0 28 Nov 2023
End-to-End Breast Cancer Radiotherapy Planning via LMMs with Consistency Embedding Kwanyoung Kim Y. Oh S. Park H. Byun Joongyo Lee Jin Sung Kim Yong Bae Kim Jong Chul Ye 31 0 0 27 Nov 2023
SAME++: A Self-supervised Anatomical eMbeddings Enhanced medical image registration framework using stable sampling and regularized transformation Lin Tian Zi Li Fengze Liu Xiaoyu Bai Jia Ge Le Lu Marc Niethammer X. Ye Ke Yan D. Jin 53 6 0 25 Nov 2023
Deep Learning for Vascular Segmentation and Applications in Phase Contrast Tomography Imaging Ekin Yagis S. Aslani Yashvardhan Jain Yang Zhou Shahrokh Rahmani ... M. Ackermann D. Jonigk Paul Tafforeau Peter D Lee Claire L. Walsh 45 4 0 22 Nov 2023
Test-Time Augmentation for 3D Point Cloud Classification and Segmentation Tuan-Anh Vu Srinjay Sarkar Zhiyuan Zhang Binh-Son Hua Sai-Kit Yeung 3DPC 39 1 0 22 Nov 2023
Learning Part Motion of Articulated Objects Using Spatially Continuous Neural Implicit Representations Yushi Du Ruihai Wu Yan Shen Hao Dong 49 6 0 21 Nov 2023
Pyramid Diffusion for Fine 3D Large Scene Generation Yuheng Liu Xinke Li Xueting Li Lu Qi Chongshou Li Ming-Hsuan Yang 78 16 0 20 Nov 2023
Equivariant Neural Operator Learning with Graphon Convolution Chaoran Cheng Jian-wei Peng 16 4 0 17 Nov 2023
Multi-delay arterial spin-labeled perfusion estimation with biophysics simulation and deep learning Renjiu Hu Qihao Zhang P. Spincemaille Thanh D. Nguyen Yi Wang MedIm 25 0 0 17 Nov 2023
Pseudo Label-Guided Data Fusion and Output Consistency for Semi-Supervised Medical Image Segmentation Tao Wang Yuanbin Chen Xinlin Zhang Yuanbo Zhou Junlin Lan Bizhe Bai Tao Tan Min Du Qinquan Gao Tong Tong 29 0 0 17 Nov 2023
CV-Attention UNet: Attention-based UNet for 3D Cerebrovascular Segmentation of Enhanced TOF-MRA Images Syed Farhan Abbas N. Duc Yoon-Oh Song Kyungwon Kim Ekta Srivastava Boreom Lee 30 0 0 16 Nov 2023
Structural-Based Uncertainty in Deep Learning Across Anatomical Scales: Analysis in White Matter Lesion Segmentation Nataliia Molchanova Vatsal Raina A. Malinin Francesco La Rosa Adrien Depeursinge Mark Gales Cristina Granziera Henning Muller Mara Graziani Meritxell Bach Cuadra 38 4 0 15 Nov 2023
Swin UNETR++: Advancing Transformer-Based Dense Dose Prediction Towards Fully Automated Radiation Oncology Treatments Kuancheng Wang Hai Siong Tan R. Mcbeth 22 2 0 11 Nov 2023
SIRE: scale-invariant, rotation-equivariant estimation of artery orientations using graph neural networks Dieuwertje Alblas Julian Suk Christoph Brune K. K. Yeung J. Wolterink MedIm 34 4 0 09 Nov 2023
Transfer learning from a sparsely annotated dataset of 3D medical images Gabriel Efrain Humpire-Mamani Colin Jacobs Mathias Prokop Bram van Ginneken Nikolas Lessmann 23 0 0 08 Nov 2023
CSAM: A 2.5D Cross-Slice Attention Module for Anisotropic Volumetric Medical Image Segmentation A. Hung Haoxin Zheng Kai Zhao Xiaoxi Du Kaifeng Pang Qi Miao Steven S. Raman D. Terzopoulos Kyunghyun Sung 3DPC 36 4 0 08 Nov 2023
SSL-DG: Rethinking and Fusing Semi-supervised Learning and Domain Generalization in Medical Image Segmentation Zanting Ye 24 2 0 05 Nov 2023
LLM-driven Multimodal Target Volume Contouring in Radiation Oncology Y. Oh Sangjoon Park H. Byun Yeona Cho Ik-jae Lee Jin Sung Kim Jong Chul Ye 38 20 0 03 Nov 2023
DEFN: Dual-Encoder Fourier Group Harmonics Network for Three-Dimensional Indistinct-Boundary Object Segmentation Xiaohua Jiang Yihao Guo Jian Huang Yuting Wu Meiyi Luo ... Xingru Huang Hong He Shaowei Jiang Jing Ye Mang Xiao 18 0 0 01 Nov 2023
Solutions to Elliptic and Parabolic Problems via Finite Difference Based Unsupervised Small Linear Convolutional Neural Networks A. Celaya Keegan L. A. Kirk David T. Fuentes Beatrice Riviere 21 1 0 01 Nov 2023
Convolutional Neural Networks for Automatic Detection of Intact Adenovirus from TEM Imaging with Debris, Broken and Artefacts Particles Olivier Rukundo A. Behanova Riccardo De Feo Seppo Ronkko Joni Oja Jussi Tohka MedIm 10 1 0 30 Oct 2023
Transformer-based nowcasting of radar composites from satellite images for severe weather Çaglar Küçük Apostolos Giannakos Stefan Schneider Alexander Jann 43 4 0 30 Oct 2023
FetusMapV2: Enhanced Fetal Pose Estimation in 3D Ultrasound Chaoyu Chen Xin Yang Yuhao Huang Wenlong Shi Yan Cao ... Kejuan Yue Yuanji Zhang Yi Xiong Dong Ni Weijun Huang 3DH 27 0 0 30 Oct 2023
Med-DANet V2: A Flexible Dynamic Architecture for Efficient Medical Volumetric Segmentation Haoran Shen Yifu Zhang Wenxuan Wang Chen Chen Jing Liu Shanshan Song Jiangyun Li MedIm 27 0 0 28 Oct 2023
$Image Segmentation using U-Net Architecture for Powder X-ray Diffraction Images$ Image Segmentation using U-Net Architecture for Powder X-ray Diffraction Images Howard Yanxon Eric J. Roberts Hannah Parraga James Weng Wenqian Xu Uta Ruett Alexander Hexemer Petrus H. Zwart Nickolas Schwarz 19 0 0 24 Oct 2023
DeepVox and SAVE-CT: a contrast- and dose-independent 3D deep learning approach for thoracic aorta segmentation and aneurysm prediction using computed tomography scans Matheus del-Valle Lariza Laura de Oliveira Henrique Cursino Vieira Henrique Min Ho Lee Lucas Lembrança Pinheiro M. F. Portugal Newton Shydeo Brandão Miyoshi Nelson Wolosker 39 0 0 23 Oct 2023
Competitive Ensembling Teacher-Student Framework for Semi-Supervised Left Atrium MRI Segmentation Yuyan Shi Yichi Zhang Shasha Wang 27 7 0 21 Oct 2023
DeepFDR: A Deep Learning-based False Discovery Rate Control Method for Neuroimaging Data Taehyo Kim Hai Shu Qiran Jia Mony de Leon 13 0 0 20 Oct 2023
TRUSTED: The Paired 3D Transabdominal Ultrasound and CT Human Data for Kidney Segmentation and Registration Research William Ndzimbong Cyril Fourniol Loic Themyr Nicolas Thome Yvonne Keeza ... J. Marescaux Daniel George Didier Mutter Alexandre Hostettler Toby Collins 23 0 0 19 Oct 2023
Cross-attention Spatio-temporal Context Transformer for Semantic Segmentation of Historical Maps Sidi Wu Yizi Chen Konrad Schindler L. Hurni 31 2 0 19 Oct 2023
Scalable Diffusion for Materials Generation Mengjiao Yang KwangHwan Cho Amil Merchant Pieter Abbeel Dale Schuurmans Igor Mordatch E. D. Cubuk 34 39 0 18 Oct 2023
A Non-monotonic Smooth Activation Function Koushik Biswas Meghana Karri Ulacs Baugci 16 1 0 16 Oct 2023
Assessing Encoder-Decoder Architectures for Robust Coronary Artery Segmentation Shisheng Zhang R. Gharleghi Sonit Singh Arcot Sowmya S. Beier 3DV 20 0 0 16 Oct 2023
Vision Transformers increase efficiency of 3D cardiac CT multi-label segmentation Lee Jollans Mariana Bustamante L. Henriksson Anders Persson T. Ebbers MedIm ViT 36 0 0 13 Oct 2023
BeSt-LeS: Benchmarking Stroke Lesion Segmentation using Deep Supervision Prantik Deb Lalith Bharadwaj Baru Kamalaker Dadi Bapi Raju 22 4 0 10 Oct 2023
Transfer learning-based physics-informed convolutional neural network for simulating flow in porous media with time-varying controls Jungang Chen Eduardo Gildin John E. Killough OOD AI4CE 28 7 0 10 Oct 2023
Learning Interactive Real-World Simulators Mengjiao Yang Yilun Du Kamyar Ghasemipour Jonathan Tompson Leslie Kaelbling Dale Schuurmans Pieter Abbeel LM&Ro PINN 30 183 0 09 Oct 2023
High Accuracy and Cost-Saving Active Learning 3D WD-UNet for Airway Segmentation Shiyi Wang Yang Nan Simon Walsh Guang Yang MedIm 19 1 0 09 Oct 2023
AG-CRC: Anatomy-Guided Colorectal Cancer Segmentation in CT with Imperfect Anatomical Knowledge Rongzhao Zhang Zhian Bai Ruoying Yu Wenrao Pang Lingyun Wang Lifeng Zhu Xiaofan Zhang Huan Zhang Weiguo Hu 35 1 0 07 Oct 2023
Tool Wear Segmentation in Blanking Processes with Fully Convolutional Networks based Digital Image Processing Clemens Schlegel D. Molitor C. Kubik Daniel Michael Martin Peter Groche 32 6 0 06 Oct 2023
Comprehensive Multimodal Segmentation in Medical Imaging: Combining YOLOv8 with SAM and HQ-SAM Models S. Pandey Kuan-Fu Chen Erik Dam 21 38 0 04 Oct 2023
Fetal-BET: Brain Extraction Tool for Fetal MRI Razieh Faghihpirayesh Davood Karimi Deniz Erdoğmuş Ali Gholipour 25 4 0 02 Oct 2023