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
Part-aware Shape Generation with Latent 3D Diffusion of Neural Voxel Fields Yuhang Huang SHilong Zou Xinwang Liu K. Xu DiffM 59 0 0 02 May 2024
Greater benefits of deep learning-based computer-aided detection systems for finding small signals in 3D volumetric medical images Devi S. Klein Srijita Karmakar Aditya Jonnalagadda C. Abbey Miguel P. Eckstein MedIm 19 0 0 30 Apr 2024
GLIMS: Attention-Guided Lightweight Multi-Scale Hybrid Network for Volumetric Semantic Segmentation Z. A. Yazici Ilkay Oksuz H. K. Ekenel MedIm 38 7 0 27 Apr 2024
TI2V-Zero: Zero-Shot Image Conditioning for Text-to-Video Diffusion Models Haomiao Ni Bernhard Egger Suhas Lohit A. Cherian Ye Wang T. Koike-Akino S. X. Huang Tim K. Marks DiffM 42 12 0 25 Apr 2024
Ultrasound Nodule Segmentation Using Asymmetric Learning with Simple Clinical Annotation Xingyue Zhao Zhongyu Li Xiangde Luo Peiqi Li Peng Huang ... Yang Liu Jihua Zhu Meng Yang Shih-Wei Chang Jun Dong 31 3 0 23 Apr 2024
A Multimodal Feature Distillation with CNN-Transformer Network for Brain Tumor Segmentation with Incomplete Modalities Ming Kang F. F. Ting Raphaël C.-W. Phan Zongyuan Ge Chee-Ming Ting 46 2 0 22 Apr 2024
Beyond Pixel-Wise Supervision for Medical Image Segmentation: From Traditional Models to Foundation Models Yuyan Shi Jialu Ma Jin Yang Shasha Wang Yichi Zhang MedIm VLM 19 2 0 20 Apr 2024
Spot-Compose: A Framework for Open-Vocabulary Object Retrieval and Drawer Manipulation in Point Clouds Oliver Lemke Z. Bauer René Zurbrugg Marc Pollefeys Francis Engelmann Hermann Blum 3DPC 24 11 0 18 Apr 2024
Diffusion Schrödinger Bridge Models for High-Quality MR-to-CT Synthesis for Head and Neck Proton Treatment Planning Muheng Li Xia Li S. Safai D. Weber A. Lomax Ye Zhang DiffM MedIm 23 3 0 17 Apr 2024
Boosting Medical Image Segmentation Performance with Adaptive Convolution Layer Seyed Mohammad Reza Modaresi A. Osmani Mohammadreza Razzazi A. Chibani SSeg 46 1 0 17 Apr 2024
I/O in Machine Learning Applications on HPC Systems: A 360-degree Survey Noah Lewis J. L. Bez Suren Byna 49 0 0 16 Apr 2024
SegFormer3D: an Efficient Transformer for 3D Medical Image Segmentation Shehan Perera Pouyan Navard Alper Yilmaz MedIm 37 18 0 15 Apr 2024
LUCF-Net: Lightweight U-shaped Cascade Fusion Network for Medical Image Segmentation Songkai Sun Qingshan She Yuliang Ma Rihui Li Yingchun Zhang MedIm 33 0 0 11 Apr 2024
LATUP-Net: A Lightweight 3D Attention U-Net with Parallel Convolutions for Brain Tumor Segmentation Ebtihal J. Alwadee Xianfang Sun Yipeng Qin F. Langbein 27 8 0 09 Apr 2024
Investigating the Effectiveness of Cross-Attention to Unlock Zero-Shot Editing of Text-to-Video Diffusion Models Saman Motamed Wouter Van Gansbeke Luc Van Gool VGen DiffM 37 1 0 08 Apr 2024
LHU-Net: A Light Hybrid U-Net for Cost-Efficient, High-Performance Volumetric Medical Image Segmentation Yousef Sadegheih Afshin Bozorgpour Pratibha Kumari Reza Azad Dorit Merhof 55 3 0 07 Apr 2024
Deep Learning-Based Brain Image Segmentation for Automated Tumour Detection S. Sourabh M. Valliappan Narayana Darapaneni P. AnweshR 19 0 0 06 Apr 2024
LightOctree: Lightweight 3D Spatially-Coherent Indoor Lighting Estimation Xuecan Wang Shibang Xiao Xiaohui Liang 3DV 50 0 0 05 Apr 2024
How Much Data are Enough? Investigating Dataset Requirements for Patch-Based Brain MRI Segmentation Tasks Dongang Wang Peilin Liu Hengrui Wang H. Beadnall K. Kyle ... Tom Weidong Cai Wanli Ouyang Fernando Calamante Michael Barnett Chenyu Wang 29 2 0 04 Apr 2024
Contextual Embedding Learning to Enhance 2D Networks for Volumetric Image Segmentation Zhuoyuan Wang Dongming Sun Xiangyun Zeng Ruodai Wu Yi Wang 31 1 0 02 Apr 2024
GOV-NeSF: Generalizable Open-Vocabulary Neural Semantic Fields Yunsong Wang Hanlin Chen Gim Hee Lee 34 5 0 01 Apr 2024
FISBe: A real-world benchmark dataset for instance segmentation of long-range thin filamentous structures Lisa Mais Peter Hirsch Claire Managan Ramya Kandarpa J. L. Rumberger Annika Reinke Lena Maier-Hein Gudrun Ihrke Dagmar Kainmueller 23 0 0 29 Mar 2024
A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge Ezequiel de la Rosa Mauricio Reyes S. Liew Alexandre Hutton Roland Wiest ... Suprosanna Shit M. H. Petzsche Bjoern H. Menze Jan S. Kirschke Benedikt Wiestler 47 7 0 28 Mar 2024
GeoAuxNet: Towards Universal 3D Representation Learning for Multi-sensor Point Clouds Shengjun Zhang Xin Fei Yueqi Duan 3DPC 32 1 0 28 Mar 2024
SMOF: Streaming Modern CNNs on FPGAs with Smart Off-Chip Eviction Petros Toupas Zhewen Yu C. Bouganis Dimitrios Tzovaras 25 0 0 27 Mar 2024
A vascular synthetic model for improved aneurysm segmentation and detection via Deep Neural Networks Rafic Nader F. Autrusseau V. Lállinec Romain Bourcier 24 0 0 27 Mar 2024
H2ASeg: Hierarchical Adaptive Interaction and Weighting Network for Tumor Segmentation in PET/CT Images Jinpeng Lu Jingyun Chen Linghan Cai Songhan Jiang Yongbing Zhang 33 1 0 27 Mar 2024
Clustering Propagation for Universal Medical Image Segmentation Yuhang Ding Liulei Li Wenguan Wang Yi Yang 40 9 0 25 Mar 2024
SegICL: A Multimodal In-context Learning Framework for Enhanced Segmentation in Medical Imaging Lingdong Shen Fangxin Shang Xiaoshuang Huang Yehui Yang Haifeng Huang Shiming Xiang VLM 37 3 0 25 Mar 2024
3D-EffiViTCaps: 3D Efficient Vision Transformer with Capsule for Medical Image Segmentation Dongwei Gan Ming Chang Juan Chen ViT MedIm 35 0 0 25 Mar 2024
CurbNet: Curb Detection Framework Based on LiDAR Point Cloud Segmentation Guoyang Zhao Fulong Ma Weiqing Qi Yuxuan Liu Ming-Yu Liu Jun Ma 38 5 0 25 Mar 2024
SYNCS: Synthetic Data and Contrastive Self-Supervised Training for Central Sulcus Segmentation Vladyslav Zalevskyi Kristoffer Hougaard Madsen 21 0 0 22 Mar 2024
Towards a Comprehensive, Efficient and Promptable Anatomic Structure Segmentation Model using 3D Whole-body CT Scans Heng Guo Jianfeng Zhang Jiaxing Huang Tony C. W. Mok Dazhou Guo Ke Yan Le Lu Dakai Jin Minfeng Xu MedIm 24 5 0 22 Mar 2024
MaskSAM: Towards Auto-prompt SAM with Mask Classification for Volumetric Medical Image Segmentation Bin Xie Hao Tang Bin Duan Dawen Cai Yan Yan Gady Agam VLM MedIm 31 0 0 21 Mar 2024
Omni-Recon: Harnessing Image-based Rendering for General-Purpose Neural Radiance Fields Yonggan Fu Huaizhi Qu Zhifan Ye Chaojian Li Kevin Zhao Yingyan Lin AI4CE 27 0 0 17 Mar 2024
Region-based U-net for accelerated training and enhanced precision in deep brain segmentation Mengyu Li Magnus Magnusson T. Eimeren L. M. Ellingsen 19 1 0 14 Mar 2024
VM-UNET-V2 Rethinking Vision Mamba UNet for Medical Image Segmentation Mingya Zhang Yue Yu Limei Gu Tingsheng Lin Xianping Tao Mamba 58 44 0 14 Mar 2024
Biophysics Informed Pathological Regularisation for Brain Tumour Segmentation Lipei Zhang Yanqi Cheng Lihao Liu Carola-Bibiane Schönlieb Angelica I Aviles-Rivero AI4CE 30 7 0 14 Mar 2024
A Novel Implicit Neural Representation for Volume Data Armin Sheibanifard Hongchuan Yu 29 5 0 13 Mar 2024
Iterative Learning for Joint Image Denoising and Motion Artifact Correction of 3D Brain MRI Lintao Zhang Mengqi Wu Lihong Wang David C. Steffens G. Potter Mingxia Liu MedIm 29 0 0 13 Mar 2024
Abstracting Sparse DNN Acceleration via Structured Sparse Tensor Decomposition Geonhwa Jeong Po-An Tsai A. Bambhaniya S. Keckler Tushar Krishna 30 7 0 12 Mar 2024
Skeleton Supervised Airway Segmentation Mingyue Zhao Han Li Li Fan Shiyuan Liu Xiaolan Qiu S.Kevin Zhou 29 1 0 11 Mar 2024
Point Mamba: A Novel Point Cloud Backbone Based on State Space Model with Octree-Based Ordering Strategy Jiuming Liu Ruiji Yu Yian Wang Yu Zheng Tianchen Deng Weicai Ye Hesheng Wang 39 43 0 11 Mar 2024
A Data Augmentation Pipeline to Generate Synthetic Labeled Datasets of 3D Echocardiography Images using a GAN Cristiana Tiago A. Gilbert A. S. Beela S. Aase S. Snare Jurica Šprem MedIm 39 17 0 08 Mar 2024
Embedded Deployment of Semantic Segmentation in Medicine through Low-Resolution Inputs Erik Ostrowski Muhammad Shafique SSeg 27 0 0 08 Mar 2024
LVIC: Multi-modality segmentation by Lifting Visual Info as Cue Zichao Dong Bowen Pang Xufeng Huang Hang Ji Xin Zhan Junbo Chen 3DPC 35 0 0 08 Mar 2024
DITTO: Dual and Integrated Latent Topologies for Implicit 3D Reconstruction Jaehyeok Shim Kyungdon Joo 3DPC 3DV 42 1 0 08 Mar 2024
Pix2Gif: Motion-Guided Diffusion for GIF Generation Hitesh Kandala Jianfeng Gao Jianwei Yang VGen DiffM 33 3 0 07 Mar 2024
Enhancing Weakly Supervised 3D Medical Image Segmentation through Probabilistic-aware Learning Zhaoxin Fan Runmin Jiang Junhao Wu Xin Huang Tianyang Wang Heng Huang Min Xu 33 2 0 05 Mar 2024
MedContext: Learning Contextual Cues for Efficient Volumetric Medical Segmentation Hanan Gani Muzammal Naseer Fahad Khan Salman Khan 26 0 0 27 Feb 2024