From Images to Probabilistic Anatomical Shapes: A Deep Variational Bottleneck Approach

13 May 2022

Papers citing "From Images to Probabilistic Anatomical Shapes: A Deep Variational Bottleneck Approach"

16 / 16 papers shown

Title
Mesh2SSM++: A Probabilistic Framework for Unsupervised Learning of Statistical Shape Model of Anatomies from Surface Meshes Krithika S. Iyer Mokshagna Sai Teja Karanam Shireen Elhabian 64 0 0 11 Feb 2025
Optimization-Driven Statistical Models of Anatomies using Radial Basis Function Shape Representation Hong Chao Xu Shireen Elhabian 109 0 0 24 Nov 2024
Probabilistic 3D Correspondence Prediction from Sparse Unsegmented Images Krithika S. Iyer Shireen Elhabian 33 0 0 02 Jul 2024
Point2SSM++: Self-Supervised Learning of Anatomical Shape Models from Point Clouds Jadie Adams Shireen Elhabian 68 0 0 15 May 2024
Weakly Supervised Bayesian Shape Modeling from Unsegmented Medical Images Jadie Adams Krithika S. Iyer Shireen Elhabian 27 2 0 15 May 2024
SCorP: Statistics-Informed Dense Correspondence Prediction Directly from Unsegmented Medical Images Krithika S. Iyer Jadie Adams Shireen Elhabian MedIm 33 4 0 27 Apr 2024
MASSM: An End-to-End Deep Learning Framework for Multi-Anatomy Statistical Shape Modeling Directly From Images Janmesh Ukey Tushar Kataria Shireen Elhabian MedIm 30 1 0 16 Mar 2024
Progressive DeepSSM: Training Methodology for Image-To-Shape Deep Models Abu Zahid Bin Aziz Jadie Adams Shireen Elhabian 24 2 0 02 Oct 2023
ADASSM: Adversarial Data Augmentation in Statistical Shape Models From Images Mokshagna Sai Teja Karanam Tushar Kataria Krithika S. Iyer Shireen Elhabian MedIm 15 3 0 06 Jul 2023
Point2SSM: Learning Morphological Variations of Anatomies from Point Cloud Jadie Adams Shireen Elhabian 3DPC 21 10 0 23 May 2023
Image2SSM: Reimagining Statistical Shape Models from Images with Radial Basis Functions Hong Chao Xu Shireen Elhabian 28 5 0 19 May 2023
Mesh2SSM: From Surface Meshes to Statistical Shape Models of Anatomy Krithika S. Iyer Shireen Elhabian 17 9 0 13 May 2023
Fully Bayesian VIB-DeepSSM Jadie Adams Shireen Elhabian 17 10 0 09 May 2023
Can point cloud networks learn statistical shape models of anatomies? Jadie Adams Shireen Elhabian 3DPC 45 5 0 09 May 2023
S3M: Scalable Statistical Shape Modeling through Unsupervised Correspondences Lennart Bastian Alexander Bauman Emily Hoppe Vincent Burgin Ha Young Kim Mahdi Saleh Benjamin Busam Nassir Navab 24 8 0 15 Apr 2023
DeepSSM: A Blueprint for Image-to-Shape Deep Learning Models Riddhish Bhalodia Shireen Elhabian Jadie Adams Wenzheng Tao L. Kavan R. Whitaker MedIm 95 24 0 14 Oct 2021