Papers citing 'Deep Implicit Statistical Shape Models for 3D Medical Image Delineation'

Title
Template-Guided Reconstruction of Pulmonary Segments with Neural Implicit Functions Kangxian Xie Yufei Zhu Kaiming Kuang Li Zhang Haoyang Li Mingchen Gao Jiancheng Yang 199 0 0 13 May 2025
From Pixels to Polygons: A Survey of Deep Learning Approaches for Medical Image-to-Mesh Reconstruction Fengming Lin Arezoo Zakeri Yidan Xue Michael MacRaild Haoran Dou Zherui Zhou Ziwei Zou Ali Sarrami-Foroushani Yanfu Zhang Alejandro F Frangi 3DV MedIm 257 2 0 06 May 2025
NUDF: Neural Unsigned Distance Fields for high resolution 3D medical image segmentationIEEE International Symposium on Biomedical Imaging (ISBI), 2022 Kristine Sørensen Oscar Camara O. D. Backer Klaus Kofoed Rasmus Paulsen 3DV 244 5 0 25 Apr 2025
Multi-Disease-Aware Training Strategy for Cardiac MR Image Segmentation Hong Zheng Yucheng Chen Nan Mu Xiaoning Li 320 0 0 23 Mar 2025
Learning Volumetric Neural Deformable Models to Recover 3D Regional Heart Wall Motion from Multi-Planar Tagged MRI Meng Ye Bingyu Xin Bangwei Guo L. Axel Dimitris N. Metaxas 189 0 0 21 Nov 2024
MIRACLE3D: Memory-efficient Integrated Robust Approach for Continual Learning on Point Clouds via Shape Model ConstructionInternational Conference on Learning Representations (ICLR), 2024 Hossein Resani B. Nasihatkon 3DV 789 1 0 08 Oct 2024
DCSM 2.0: Deep Conditional Shape Models for Data Efficient Segmentation Athira J. Jacob Puneet Sharma Daniel Rueckert 3DV MedIm 185 2 0 28 Jun 2024
Q2A: Querying Implicit Fully Continuous Feature Pyramid to Align Features for Medical Image Segmentation Jiahao Yu Li Chen 247 0 0 15 Apr 2024
MASSM: An End-to-End Deep Learning Framework for Multi-Anatomy Statistical Shape Modeling Directly From Images Janmesh Ukey Tushar Kataria Shireen Y. Elhabian MedIm 213 2 0 16 Mar 2024
Efficient Deformable Tissue Reconstruction via Orthogonal Neural Plane Chen Yang Kai Wang Yuehao Wang Qi Dou Yunbo Wang Wei Shen 151 24 0 23 Dec 2023
SDF4CHD: Generative Modeling of Cardiac Anatomies with Congenital Heart Defects Fanwei Kong Sascha Stocker Perry S. Choi Michael R. Ma Daniel B. Ennis Alison Marsden MedIm 193 15 0 01 Nov 2023
Large Intestine 3D Shape Refinement Using Point Diffusion Models for Digital Phantom Generation Kaouther Mouheb Mobina Ghojogh Nejad Lavsen Dahal Ehsan Samei Kyle J. Lafata W. Paul Segars Joseph Y. Lo DiffM 159 1 0 15 Sep 2023
On the Localization of Ultrasound Image Slices within Point Distribution Models Lennart Bastian Vincent Burgin Ha Young Kim Alexander Baumann Benjamin Busam Mahdi Saleh Nassir Navab 143 2 0 01 Sep 2023
MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision Jianning Li Zongwei Zhou Jiancheng Yang Antonio Pepe Christina Schwarz-Gsaxner ... B. Puladi Pascal Fua Yaoyao Liu Jens Kleesiek Jan Egger MedIm 3DH 342 52 0 30 Aug 2023
4D Myocardium Reconstruction with Decoupled Motion and Shape ModelIEEE International Conference on Computer Vision (ICCV), 2023 Xiaohan Yuan Cong Liu Yangang Wang 182 8 0 27 Aug 2023
Learning to In-paint: Domain Adaptive Shape Completion for 3D Organ Segmentation Mingjin Chen Yongkang He Yongyi Lu Zhi-Yi Yang MedIm 182 1 0 17 Aug 2023
SwIPE: Efficient and Robust Medical Image Segmentation with Implicit Patch EmbeddingsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Yejia Zhang Pengfei Gu Nishchal Sapkota Da Chen 220 9 0 23 Jul 2023
Neural Deformable Models for 3D Bi-Ventricular Heart Shape Reconstruction and Modeling from 2D Sparse Cardiac Magnetic Resonance ImagingIEEE International Conference on Computer Vision (ICCV), 2023 Meng Ye Dong Yang Mikael Kanski L. Axel Dimitris N. Metaxas 139 9 0 15 Jul 2023
MiShape: 3D Shape Modelling of Mitochondria in Microscopy Abhinanda R. Punnakkal Suyog Jadhav Alexander Horsch Krishna Agarwal Dilip K. Prasad 153 1 0 02 Mar 2023
Multi-Target Landmark Detection with Incomplete Images via Reinforcement Learning and Shape Prior Kaiwen Wan Lei Li Dengqiang Jia Yuxin Li Wei Qian ... X. Mu Xin Gao Sijia Wang Fuping Wu Xiahai Zhuang 135 7 0 13 Jan 2023
Improved post-hoc probability calibration for out-of-domain MRI segmentation Cheng Ouyang Shuo Wang Chong Chen Zeju Li Wenjia Bai Bernhard Kainz Daniel Rueckert UQCV MedIm 135 6 0 04 Aug 2022