Trends in deep learning for medical hyperspectral image analysis

Trends in deep learning for medical hyperspectral image analysis

27 November 2020

Sidike Paheding

Vijay Devabhaktuni

Papers citing "Trends in deep learning for medical hyperspectral image analysis"

10 / 10 papers shown

Title
Dual-Domain Masked Image Modeling: A Self-Supervised Pretraining Strategy Using Spatial and Frequency Domain Masking for Hyperspectral Data Shaheer Mohamed Tharindu Fernando S. Sridharan Peyman Moghadam Clinton Fookes 31 0 0 06 May 2025
Robust Tumor Segmentation with Hyperspectral Imaging and Graph Neural Networks Mayar Lotfy Anna Alperovich Tommaso Giannantonio Bjorn Barz Xiaohan Zhang ... Nassir Navab F. Boehm Carolin Schwamborn Thomas K. Hoffmann PatrickJ. Schuler 102 1 0 21 Feb 2025
An Elliptic Kernel Unsupervised Autoencoder-Graph Convolutional Network Ensemble Model for Hyperspectral Unmixing Estefanía Alfaro-Mejía Carlos J Delgado V. Manian 26 0 0 10 Jun 2024
Deep Learning-Based Correction and Unmixing of Hyperspectral Images for Brain Tumor Surgery David G. Black Jaidev Gill Andrew Xie Benoit Liquet A. Di Ieva Walter Stummer E. Molina MedIm 20 0 0 06 Feb 2024
FactoFormer: Factorized Hyperspectral Transformers with Self-Supervised Pretraining Shaheera Mohamed Maryam Haghighat Tharindu Fernando S. Sridharan Clinton Fookes Peyman Moghadam ViT 22 11 0 18 Sep 2023
Forward-Forward Algorithm for Hyperspectral Image Classification: A Preliminary Study Sidike Paheding Abel A. Reyes Angulo 13 5 0 01 Jul 2023
Hyperspectral Image Segmentation: A Preliminary Study on the Oral and Dental Spectral Image Database (ODSI-DB) Luis C. García-Peraza-Herrera C. Horgan Sebastien Ourselin Michael Ebner Tom Kamiel Magda Vercauteren 34 33 0 14 Mar 2023
Robust deep learning-based semantic organ segmentation in hyperspectral images Silvia Seidlitz Jiansheng Fang Jan Odenthal Berkin Özdemir H. Fu ... Jiang-Dong Liu Martin Wagner Felix Nickel Beat P. Müller-Stich Lena Maier-Hein 27 8 0 09 Nov 2021
On the Origin of Deep Learning Haohan Wang Bhiksha Raj MedIm 3DV VLM 40 223 0 24 Feb 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 278 10,608 0 19 Feb 2017