DeepSSM: A Blueprint for Image-to-Shape Deep Learning Models

14 October 2021

Papers citing "DeepSSM: A Blueprint for Image-to-Shape Deep Learning Models"

6 / 6 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
SLoRD: Structural Low-Rank Descriptors for Shape Consistency in Vertebrae Segmentation Xin You Yixin Lou Minghui Zhang Chuyan Zhang Jie Yang Yun Gu 23 0 0 11 Jul 2024
Image2SSM: Reimagining Statistical Shape Models from Images with Radial Basis Functions Hong Chao Xu Shireen Elhabian 15 5 0 19 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 22 8 0 15 Apr 2023
Learning Population-level Shape Statistics and Anatomy Segmentation From Images: A Joint Deep Learning Model Wenzheng Tao Riddhish Bhalodia Shireen Elhabian FedML 17 3 0 10 Jan 2022
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Robust Semantic Pixel-Wise Labelling Vijay Badrinarayanan Ankur Handa R. Cipolla SSeg 161 788 0 27 May 2015