DeepSSM: A Deep Learning Framework for Statistical Shape Modeling from
Raw Images

DeepSSM: A Deep Learning Framework for Statistical Shape Modeling from Raw Images

28 September 2018

Riddhish Bhalodia

Shireen Y. Elhabian

Ross T. Whitaker

Papers citing "DeepSSM: A Deep Learning Framework for Statistical Shape Modeling from Raw Images"

15 / 15 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 Y. Elhabian 69 0 0 11 Feb 2025
Weakly Supervised Bayesian Shape Modeling from Unsegmented Medical Images Jadie Adams Krithika S. Iyer Shireen Y. Elhabian 32 2 0 15 May 2024
Progressive DeepSSM: Training Methodology for Image-To-Shape Deep Models Abu Zahid Bin Aziz Jadie Adams Shireen Y. Elhabian 37 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 Y. Elhabian MedIm 26 4 0 06 Jul 2023
Image2SSM: Reimagining Statistical Shape Models from Images with Radial Basis Functions Hong Chao Xu Shireen Y. Elhabian 31 5 0 19 May 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 31 5 0 13 Jan 2023
pyssam -- a Python library for statistical modelling of biomedical shape and appearance Josh Williams A. Ozel U. Wolfram 19 1 0 11 Jan 2023
Geo-SIC: Learning Deformable Geometric Shapes in Deep Image Classifiers Jian Wang Miaomiao Zhang 58 10 0 25 Oct 2022
From Images to Probabilistic Anatomical Shapes: A Deep Variational Bottleneck Approach Jadie Adams Shireen Y. Elhabian 97 19 0 13 May 2022
Shape constrained CNN for segmentation guided prediction of myocardial shape and pose parameters in cardiac MRI Sofie Tilborghs J. Bogaert F. Maes 32 6 0 02 Mar 2022
Learning Population-level Shape Statistics and Anatomy Segmentation From Images: A Joint Deep Learning Model Wenzheng Tao Riddhish Bhalodia Shireen Y. Elhabian FedML 33 3 0 10 Jan 2022
Leveraging Unsupervised Image Registration for Discovery of Landmark Shape Descriptor Riddhish Bhalodia Shireen Y. Elhabian L. Kavan Ross T. Whitaker 31 5 0 13 Nov 2021
Atlas-ISTN: Joint Segmentation, Registration and Atlas Construction with Image-and-Spatial Transformer Networks Matthew Sinclair A. Schuh K. Hahn K. Petersen Ying Bai James Batten M. Schaap Ben Glocker 30 30 0 18 Dec 2020
Probabilistic 3D surface reconstruction from sparse MRI information Katarína Tóthová Sarah Parisot Matthew Lee Esther Puyol-Antón A. King Marc Pollefeys E. Konukoglu 3DV 19 20 0 05 Oct 2020
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Robust Semantic Pixel-Wise Labelling Vijay Badrinarayanan Ankur Handa R. Cipolla SSeg 169 792 0 27 May 2015