Medical Application of Geometric Deep Learning for the Diagnosis of
Glaucoma

Medical Application of Geometric Deep Learning for the Diagnosis of Glaucoma

14 April 2022

Alexandre Hoang Thiery

Papers citing "Medical Application of Geometric Deep Learning for the Diagnosis of Glaucoma"

11 / 11 papers shown

Title
3D Structural Analysis of the Optic Nerve Head to Robustly Discriminate Between Papilledema and Optic Disc Drusen M. Girard S. Panda T. A. Tun E. A. Wibroe Raymond P. Najjar A. Tin Alexandre Hoang Thiery S. Hamann C. Fraser D. Milea 60 3 0 18 Dec 2021
The Three-Dimensional Structural Configuration of the Central Retinal Vessel Trunk and Branches as a Glaucoma Biomarker S. Panda Haris Cheong T. A. Tun Thanadet Chuangsuwanich A. Kadziauskiene ... S. Perera Ching-Yu Cheng Tin Aung Alexandre Hoang Thiery M. Girard 39 13 0 07 Nov 2021
Describing the Structural Phenotype of the Glaucomatous Optic Nerve Head Using Artificial Intelligence S. Panda Haris Cheong T. A. Tun Sripad K. Devella R. Krishnadas ... S. Perera Ching-Yu Cheng Tin Aung Alexandre Hoang Thiery M. Girard 57 32 0 17 Dec 2020
Towards Label-Free 3D Segmentation of Optical Coherence Tomography Images of the Optic Nerve Head Using Deep Learning S. Devalla T. Pham S. Panda Zhang Liang Giridhar Subramanian ... L. Schmetterer S. Perera Tin Aung Alexandre Hoang Thiery M. Girard 50 29 0 22 Feb 2020
A Comprehensive Survey on Graph Neural Networks Zonghan Wu Shirui Pan Fengwen Chen Guodong Long Chengqi Zhang Philip S. Yu FaML GNN AI4TS AI4CE 415 8,441 0 03 Jan 2019
A feature agnostic approach for glaucoma detection in OCT volumes S. Maetschke B. Antony H. Ishikawa Gadi Wollstein Joel S. Schuman Rahil Garvani 44 168 0 12 Jul 2018
Deep Multi-Structural Shape Analysis: Application to Neuroanatomy B. Gutiérrez-Becker Christian Wachinger 3DPC 40 20 0 04 Jun 2018
DRUNET: A Dilated-Residual U-Net Deep Learning Network to Digitally Stain Optic Nerve Head Tissues in Optical Coherence Tomography Images S. Devalla Prajwal K R B. K. Sreedhar S. Perera J. Mari ... T. A. Tun N. Strouthidis Tin Aung Alexandre Hoang Thiery M. Girard 31 50 0 01 Mar 2018
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 413 14,191 0 02 Dec 2016
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 597 3,264 0 24 Nov 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.1K 149,474 0 22 Dec 2014