Deep Multimodal Fusion of Data with Heterogeneous Dimensionality via
Projective Networks

Deep Multimodal Fusion of Data with Heterogeneous Dimensionality via Projective Networks

2 February 2024

Guilherme Aresta

U. Schmidt-Erfurth

Hrvoje Bogunović

Papers citing "Deep Multimodal Fusion of Data with Heterogeneous Dimensionality via Projective Networks"

10 / 10 papers shown

Title
Simultaneous segmentation and classification of the retinal arteries and veins from color fundus images José Morano Álvaro S. Hervella Jorge Novo J. Rouco 27 33 0 20 Sep 2022
Projective Skip-Connections for Segmentation Along a Subset of Dimensions in Retinal OCT Dmitrii Lachinov Philipp Seeboeck Julia Mai U. Schmidt-Erfurth Hrvoje Bogunović 40 19 0 02 Aug 2021
Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentation Michael Yeung Evis Sala Carola-Bibiane Schönlieb L. Rundo 66 407 0 08 Feb 2021
A review: Deep learning for medical image segmentation using multi-modality fusion Tongxue Zhou S. Ruan S. Canu 67 511 0 22 Apr 2020
IVD-Net: Intervertebral disc localization and segmentation in MRI with a multi-modal UNet Jose Dolz Christian Desrosiers Ismail Ben Ayed 65 112 0 19 Nov 2018
Ensembles of Multiple Models and Architectures for Robust Brain Tumour Segmentation Konstantinos Kamnitsas Wenjia Bai Enzo Ferrante Jingyu Sun Matthew Sinclair ... Martin Rajchl Matthew C. H. Lee Bernhard Kainz Daniel Rueckert Ben Glocker 3DV AAML OOD 67 436 0 04 Nov 2017
Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations Carole H Sudre Wenqi Li Tom Vercauteren Sébastien Ourselin M. Jorge Cardoso SSeg 117 2,146 0 11 Jul 2017
Superhuman Accuracy on the SNEMI3D Connectomics Challenge Kisuk Lee J. Zung Peter H. Li Viren Jain H. S. Seung 3DV 57 268 0 31 May 2017
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 772 36,813 0 25 Aug 2016
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation Adam Paszke Abhishek Chaurasia Sangpil Kim Eugenio Culurciello SSeg 315 2,080 0 07 Jun 2016