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
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CostFilter-AD: Enhancing Anomaly Detection through Matching Cost Filtering Zhe Zhang Mingxiu Cai H. Wang Gaochang Wu Tianyou Chai Xiatian Zhu 29 0 0 02 May 2025
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Comprehensive Evaluation of Quantitative Measurements from Automated Deep Segmentations of PSMA PET/CT Images Obed Korshie Dzikunu Amirhossein Toosi Shadab Ahamed Sara Harsini François Bénard Xiaoxiao Li Arman Rahmim 26 0 0 22 Apr 2025
WT-BCP: Wavelet Transform based Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation Mingya Zhang Liang Wang Limei Gu Tingsheng Ling Xianping Tao 29 0 0 20 Apr 2025
Locate 3D: Real-World Object Localization via Self-Supervised Learning in 3D Sergio Arnaud Paul Mcvay Ada Martin Arjun Majumdar Krishna Murthy Jatavallabhula ... Nicolas Ballas Mido Assran Oleksandr Maksymets Aravind Rajeswaran Franziska Meier 3DPC 43 0 0 19 Apr 2025
Cardiac MRI Semantic Segmentation for Ventricles and Myocardium using Deep Learning Racheal Mukisa Arvind K. Bansal 34 0 0 18 Apr 2025
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TextDiffSeg: Text-guided Latent Diffusion Model for 3d Medical Images Segmentation Kangbo Ma MedIm 27 0 0 16 Apr 2025
PraNet-V2: Dual-Supervised Reverse Attention for Medical Image Segmentation Bo-Cheng Hu Ge-Peng Ji Dian Shao Deng-Ping Fan 25 0 0 15 Apr 2025
Efficient Brain Tumor Segmentation Using a Dual-Decoder 3D U-Net with Attention Gates (DDUNet) Mohammad Mahdi Danesh Pajouh 26 0 0 14 Apr 2025
Multi-Modal Brain Tumor Segmentation via 3D Multi-Scale Self-attention and Cross-attention Yonghao Huang Leiting Chen Chuan Zhou ViT MedIm 26 0 0 12 Apr 2025
SN-LiDAR: Semantic Neural Fields for Novel Space-time View LiDAR Synthesis Yi Chen Tianchen Deng Wentao Zhao Xiaoning Wang Wenqian Xi Weidong Chen Jingchuan Wang 3DPC 3DV 45 0 0 11 Apr 2025
nnLandmark: A Self-Configuring Method for 3D Medical Landmark Detection Alexandra Ertl Shuhan Xiao Stefan Denner Robin Peretzke David Zimmerer Peter Neher Fabian Isensee Klaus H. Maier-Hein 14 0 0 09 Apr 2025
PINP: Physics-Informed Neural Predictor with latent estimation of fluid flows Huaguan Chen Yang Liu Hao Sun PINN AI4CE 53 0 0 08 Apr 2025
Explainability of AI Uncertainty: Application to Multiple Sclerosis Lesion Segmentation on MRI N. Molchanova P. M. Gordaliza A. Cagol Mario Ocampo Pineda Po-Jui Lu ... Delphine Ribes A. Depeursinge C. Granziera Henning Muller Meritxell Bach Cuadra UQCV 53 0 0 07 Apr 2025
Here Comes the Explanation: A Shapley Perspective on Multi-contrast Medical Image Segmentation Tianyi Ren Juampablo Heras Rivera Hitender Oswal Yutong Pan Agamdeep Chopra Jacob Ruzevick Mehmet Kurt 29 0 0 06 Apr 2025
DyCON: Dynamic Uncertainty-aware Consistency and Contrastive Learning for Semi-supervised Medical Image Segmentation Maregu Assefa Muzammal Naseer I. I. Ganapathi Syed Sadaf Ali Mohamed L Seghier N. Werghi 22 0 0 06 Apr 2025
Efficient Epistemic Uncertainty Estimation in Cerebrovascular Segmentation Omini Rathore Richard D. Paul Abigail Morrison Hanno Scharr Elisabeth Pfaehler UQCV 55 0 0 28 Mar 2025
3D Convolutional Neural Networks for Improved Detection of Intracranial bleeding in CT Imaging Bargava Subramanian Naveen Kumarasami Praveen Shastry Kalyan Sivasailam Anandakumar D ... Harsha KG R. García-Vázquez Harini T Afshin Hussain Kishore Prasath Venkatesh 72 0 0 26 Mar 2025
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Tiling artifacts and trade-offs of feature normalization in the segmentation of large biological images Elena Buglakova Anwai Archit Edoardo DÍmprima Julia Mahamid Constantin Pape Anna Kreshuk 41 0 0 25 Mar 2025
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EvAnimate: Event-conditioned Image-to-Video Generation for Human Animation Qiang Qu Ming Li Xiaoming Chen Tongliang Liu DiffM VGen 66 0 0 24 Mar 2025
Multi-Disease-Aware Training Strategy for Cardiac MR Image Segmentation Hong Zheng Yucheng Chen Nan Mu Xiaoning Li 57 0 0 23 Mar 2025
Dynamic Allocation Hypernetwork with Adaptive Model Recalibration for FCL Xiaoming Qi Jingyang Zhang H. Fu Guanyu Yang Shuo Li Yueming Jin FedML 57 0 0 23 Mar 2025
Assessing workflow impact and clinical utility of AI-assisted brain aneurysm detection: a multi-reader study Tommaso Di Noto Sofyan Jankowski Francesco Puccinelli Guillaume Marie S. Tourbier ... Ricardo Corredor-Jerez G. Saliou P. Hagmann Meritxell Bach Cuadra J. Richiardi 35 0 0 22 Mar 2025
ETVA: Evaluation of Text-to-Video Alignment via Fine-grained Question Generation and Answering Kaisi Guan Zhengfeng Lai Y. Sun Peng Zhang Wei Liu Kieran Liu Meng Cao Ruihua Song VGen 56 0 0 21 Mar 2025
Downstream Analysis of Foundational Medical Vision Models for Disease Progression Basar Demir Soumitri Chattopadhyay Thomas Hastings Greer Boqi Chen Marc Niethammer MedIm 48 0 0 21 Mar 2025
MSCA-Net:Multi-Scale Context Aggregation Network for Infrared Small Target Detection Xiaojin Lu Taoran Yue Jiaxi Cai Shibing Chu 42 0 0 21 Mar 2025
Federated Continual 3D Segmentation With Single-round Communication Can Peng Qianhui Men Pramit Saha Qianye Yang Cheng Ouyang J. A. Noble FedML 54 0 0 19 Mar 2025
Point Cloud Based Scene Segmentation: A Survey Dan Halperin Niklas Eisl 3DPC 48 0 0 16 Mar 2025
AI-Powered Automated Model Construction for Patient-Specific CFD Simulations of Aortic Flows P. Du Delin An Chaoli Wang Jian-Xun Wang MedIm AI4CE 50 1 0 16 Mar 2025
AI and Deep Learning for Automated Segmentation and Quantitative Measurement of Spinal Structures in MRI Praveen Shastry Bhawana Sonawane Kavya Mohan Naveen Kumarasami Anandakumar D ... Kaviya SP Kishore Prasath Venkatesh Bargava Subramanian Kalyan Sivasailam Kalyan Sivasailam 41 0 0 14 Mar 2025
Deep Learning-Based Automated Workflow for Accurate Segmentation and Measurement of Abdominal Organs in CT Scans Praveen Shastry Ashok Sharma Kavya Mohan Naveen Kumarasami Anandakumar D Mounigasri M Keerthana R Kishore Prasath Venkatesh Bargava Subramanian Kalyan Sivasailam 67 0 0 13 Mar 2025
The JPEG Pleno Learning-based Point Cloud Coding Standard: Serving Man and Machine André F. R. Guarda Nuno M. M. Rodrigues Fernando Pereira 3DV 39 2 0 13 Mar 2025
Physical knowledge improves prediction of EM Fields Andrzej Dulny Farzad Jabbarigargari Andreas Hotho Laura Maria Schreiber Maxim Terekhov Anna Krause AI4CE 42 0 0 12 Mar 2025
3D Medical Imaging Segmentation on Non-Contrast CT Canxuan Gang Yuhan Peng 57 0 0 11 Mar 2025
Topology-Preserving Loss for Accurate and Anatomically Consistent Cardiac Mesh Reconstruction Chenyu Zhang Yihao Luo Yinzhe Wu Choon Hwai Yap Guang Yang 44 0 0 10 Mar 2025
Controllable 3D Outdoor Scene Generation via Scene Graphs Yuheng Liu Xinke Li Yuning Zhang Lu Qi Xin Li Wenping Wang Chongshou Li Xueting Li Ming Yang 3DV 159 0 0 10 Mar 2025
A Mesh Is Worth 512 Numbers: Spectral-domain Diffusion Modeling for High-dimension Shape Generation Jiajie Fan Amal Trigui Andrea Bonfanti Felix Dietrich Thomas Bäck Hao Wang DiffM 61 0 0 09 Mar 2025
Task-oriented Uncertainty Collaborative Learning for Label-Efficient Brain Tumor Segmentation Zhenxuan Zhang Hongjie Wu Jiahao Huang Baihong Xie Zhifan Gao Junxian Du Pete Lally Guang Yang 58 0 0 07 Mar 2025
GBT-SAM: Adapting a Foundational Deep Learning Model for Generalizable Brain Tumor Segmentation via Efficient Integration of Multi-Parametric MRI Data Cecilia Diana-Albelda Roberto Alcover-Couso Álvaro García-Martín Jesús Bescós Marcos Escudero-Viñolo 42 1 0 06 Mar 2025