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
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 3 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 48 1 0 15 Jul 2024
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RAPiD-Seg: Range-Aware Pointwise Distance Distribution Networks for 3D LiDAR Segmentation Li Li Hubert P. H. Shum T. Breckon 3DPC 54 7 0 14 Jul 2024
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Subgroup-Specific Risk-Controlled Dose Estimation in Radiotherapy Paul Fischer Hannah Willms Moritz Schneider Daniela Thorwarth Michael Muehlebach Christian F. Baumgartner 25 0 0 11 Jul 2024
An efficient method to automate tooth identification and 3D bounding box extraction from Cone Beam CT Images Ignacio Garrido Botella Ignacio Arranz Águeda Juan Carlos Armenteros Carmona Oleg Vorontsov Fernando Bayón Robledo Evgeny Solovykh Obrubov Aleksandr Andreevich A. A. Barriuso 42 0 0 08 Jul 2024
Improving ensemble extreme precipitation forecasts using generative artificial intelligence Yingkai Sha Ryan Sobash David John Gagne II 33 0 0 05 Jul 2024
Efficient Betti Matching Enables Topology-Aware 3D Segmentation via Persistent Homology Nico Stucki Vincent Bürgin Johannes C. Paetzold Ulrich Bauer 3DV 37 1 0 05 Jul 2024
SAM Fewshot Finetuning for Anatomical Segmentation in Medical Images Weiyi Xie Nathalie Willems Shubham Patil Yang Li Mayank Kumar 54 13 0 05 Jul 2024
Semi-Supervised Segmentation via Embedding Matching Weiyi Xie Nathalie Willems Nikolas Lessmann Tom Gibbons D. Massari 39 0 0 05 Jul 2024
Probing Perfection: The Relentless Art of Meddling for Pulmonary Airway Segmentation from HRCT via a Human-AI Collaboration Based Active Learning Method Shiyi Wang Yang Nan Sheng Zhang Federico Felder Xiaodan Xing Yingying Fang Javier Del Ser Simon L F Walsh Guang Yang 33 3 0 03 Jul 2024
Label Anything: Multi-Class Few-Shot Semantic Segmentation with Visual Prompts Pasquale De Marinis Nicola Fanelli Raffaele Scaringi Emanuele Colonna Giuseppe Fiameni G. Vessio Giovanna Castellano MLLM VLM 37 2 0 02 Jul 2024
AdaOcc: Adaptive Forward View Transformation and Flow Modeling for 3D Occupancy and Flow Prediction Dubing Chen Wencheng Han Jin Fang Jianbing Shen 47 0 0 01 Jul 2024
Cross-Slice Attention and Evidential Critical Loss for Uncertainty-Aware Prostate Cancer Detection A. Hung Haoxin Zheng Kai Zhao Kaifeng Pang D. Terzopoulos Kyunghyun Sung EDL MedIm 48 1 0 01 Jul 2024
UADSN: Uncertainty-Aware Dual-Stream Network for Facial Nerve Segmentation Guanghao Zhu Lin Liu Jing Zhang Xiaohui Du Ruqian Hao Juanxiu Liu 19 0 0 29 Jun 2024
Multimodal Data Integration for Precision Oncology: Challenges and Future Directions Huajun Zhou Fengtao Zhou Chenyu Zhao Yingxue Xu Luyang Luo Hao Chen 37 5 0 28 Jun 2024
Robustness Testing of Black-Box Models Against CT Degradation Through Test-Time Augmentation Jack Highton Quok Zong Chong Samuel Finestone A. Beqiri Julia A. Schnabel K. Bhatia OOD 31 1 0 27 Jun 2024
High-resolution segmentations of the hypothalamus and its subregions for training of segmentation models Lívia Rodrigues Martina Bocchetta Oula Puonti Douglas N. Greve A. C. Londe Marcondes França Simone Appenzeller Letícia Rittner Juan Eugenio Iglesias 20 3 0 27 Jun 2024
Advection Augmented Convolutional Neural Networks N. Zakariaei Siddharth Rout Eldad Haber Moshe Eliasof AI4TS 31 2 0 27 Jun 2024
Segment Anything Model for automated image data annotation: empirical studies using text prompts from Grounding DINO F. Mumuni A. Mumuni VLM 47 0 0 27 Jun 2024
Few-Shot Medical Image Segmentation with High-Fidelity Prototypes Song Tang Shaxu Yan Xiaozhi Qi Jianxin Gao Mao Ye Jianwei Zhang Xiatian Zhu 51 0 0 26 Jun 2024
Medical Image Segmentation Using Directional Window Attention Daniya Najiha Abdul Kareem M. Fiaz Noa Novershtern Hisham Cholakkal ViT MedIm 66 2 0 25 Jun 2024
Lesion-Aware Cross-Phase Attention Network for Renal Tumor Subtype Classification on Multi-Phase CT Scans Kwang-Hyun Uhm Seung-Won Jung Sung-Hoo Hong Sung-Jea Ko MedIm 33 1 0 24 Jun 2024
Intensity Confusion Matters: An Intensity-Distance Guided Loss for Bronchus Segmentation Haifan Gong Wenhao Huang Huan Zhang Yu Wang Xiang Wan Hong Shen Guanbin Li Haofeng Li 25 4 0 23 Jun 2024
Towards Multi-modality Fusion and Prototype-based Feature Refinement for Clinically Significant Prostate Cancer Classification in Transrectal Ultrasound Hong Wu Juan Fu Hongsheng Ye Yuming Zhong Xuebin Zou Jianhua Zhou Yi Wang MedIm 21 1 0 20 Jun 2024
Cyclic 2.5D Perceptual Loss for Cross-Modal 3D Medical Image Synthesis: T1w MRI to Tau PET Symac Kim Junho Moon Haejun Chung Ikbeom Jang MedIm 52 0 0 18 Jun 2024
Multimodal Learning With Intraoperative CBCT & Variably Aligned Preoperative CT Data To Improve Segmentation M. Tschuchnig Philipp Steininger M. Gadermayr 32 0 0 17 Jun 2024
Unfolding Time: Generative Modeling for Turbulent Flows in 4D Abdullah Saydemir Marten Lienen Stephan Günnemann AI4CE DiffM 42 3 0 17 Jun 2024
Instance-level quantitative saliency in multiple sclerosis lesion segmentation F. Spagnolo Nataliia Molchanova Roger Schaer Meritxell Bach Cuadra Mario Ocampo Pineda L. Melie-García Cristina Granziera Vincent Andrearczyk Adrien Depeursinge 23 1 0 13 Jun 2024
Real2Code: Reconstruct Articulated Objects via Code Generation Zhao Mandi Yijia Weng Dominik Bauer Shuran Song 45 17 0 12 Jun 2024
AI Radiologist: Revolutionizing Liver Tissue Segmentation with Convolutional Neural Networks and a Clinician-Friendly GUI Ayman Al-Kababji F. Bensaali S. Dakua Yassine Himeur MedIm 38 0 0 11 Jun 2024
XctDiff: Reconstruction of CT Images with Consistent Anatomical Structures from a Single Radiographic Projection Image Qingze Bai Tiange Liu Zhi Liu Yubing Tong Drew Torigian Jayaram K. Udupa MedIm 50 1 0 07 Jun 2024
U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation Chenxin Li Xinyu Liu W. J. Li Cheng Wang Hengyu Liu Yifan Liu Zhen Chen Yixuan Yuan MedIm DiffM SSeg 67 118 0 05 Jun 2024
Correlation-aware Coarse-to-fine MLPs for Deformable Medical Image Registration Mingyuan Meng Da-wei Feng Lei Bi Jinman Kim ViT MedIm 30 16 0 31 May 2024
Advancing Medical Image Segmentation with Mini-Net: A Lightweight Solution Tailored for Efficient Segmentation of Medical Images Syed Javed Tariq Mahmood Khan Abdul Qayyum Arcot Sowmya Imran Razzak SSeg 55 6 0 27 May 2024
Improving 3D Occupancy Prediction through Class-balancing Loss and Multi-scale Representation Huizhou Chen Jiangyi Wang Yuxin Li Na Zhao Jun Cheng Xulei Yang 3DPC 33 1 0 25 May 2024
BiomedParse: a biomedical foundation model for image parsing of everything everywhere all at once Theodore Zhao Yu Gu Jianwei Yang Naoto Usuyama Ho Hin Lee ... B. Piening Carlo Bifulco Mu-Hsin Wei Hoifung Poon Sheng Wang MedIm 41 23 0 21 May 2024
Diffusion for World Modeling: Visual Details Matter in Atari Eloi Alonso Adam Jelley Vincent Micheli Anssi Kanervisto Amos Storkey Tim Pearce Franccois Fleuret 61 46 0 20 May 2024
GuidedRec: Guiding Ill-Posed Unsupervised Volumetric Recovery A. Cafaro A. Leroy Guillaume Beldjoudi Pauline Maury Charlotte Robert Eric Deutsch Vincent Grégoire Vincent Lepetit Nikos Paragios 32 0 0 20 May 2024
From Sora What We Can See: A Survey of Text-to-Video Generation Rui Sun Yumin Zhang Tejal Shah Jiahao Sun Shuoying Zhang Wenqi Li Haoran Duan Bo Wei R. Ranjan EGVM 79 20 0 17 May 2024
Region of Interest Detection in Melanocytic Skin Tumor Whole Slide Images -- Nevus & Melanoma Yi Cui Yao Li Jayson R. Miedema S. Edmiston Sherif Farag J. S. Marron Nancy E. Thomas 32 1 0 16 May 2024
VascularPilot3D: Toward a 3D fully autonomous navigation for endovascular robotics Jingwei Song Keke Yang Han Chen Jiayi Liu Yinan Gu ... Yanqi Huang Meng Li Zheng Zhang Tuoyu Cao Maani Ghaffari 28 3 0 15 May 2024
Dance Any Beat: Blending Beats with Visuals in Dance Video Generation Xuanchen Wang Heng Wang Dongnan Liu Weidong Cai 46 3 0 15 May 2024
A Generalist Learner for Multifaceted Medical Image Interpretation Hong-Yu Zhou Subathra Adithan J. N. Acosta E. Topol Pranav Rajpurkar MedIm 43 27 0 13 May 2024
Support-Query Prototype Fusion Network for Few-shot Medical Image Segmentation Sissi Xiaoxiao Wu Zhenguo Gao Xiaowei Chen Yakai Wang Shulei Qu Na Li OOD 45 0 0 13 May 2024
Continuous max-flow augmentation of self-supervised few-shot learning on SPECT left ventricles Ádám István Szücs Béla Kári Oszkár Pártos 21 1 0 09 May 2024
Video Diffusion Models: A Survey Andrew Melnik Michal Ljubljanac Cong Lu Qi Yan Weiming Ren Helge J. Ritter VGen 71 13 0 06 May 2024
Implantable Adaptive Cells: A Novel Enhancement for Pre-Trained U-Nets in Medical Image Segmentation Emil Benedykciuk Marcin Denkowski Grzegorz Wójcik 34 0 0 06 May 2024
S4: Self-Supervised Sensing Across the Spectrum Jay Shenoy Xinjian Davis Zhang Shlok Mehrotra Bill Tao Rem Yang Han Zhao Deepak Vasisht AI4TS 37 2 0 02 May 2024