SF2Former: Amyotrophic lateral sclerosis identification from multi-center MRI data using spatial and frequency fusion transformer

Author:

Kushol RafsanjanyORCID,Luk Collin C.ORCID,Dey AvyarthanaORCID,Benatar MichaelORCID,Briemberg Hannah,Dionne AnnieORCID,Dupré NicolasORCID,Frayne RichardORCID,Genge Angela,Gibson Summer,Graham Simon J.ORCID,Korngut Lawrence,Seres PeterORCID,Welsh Robert C.,Wilman Alan H.,Zinman Lorne,Kalra SanjayORCID,Yang Yee-HongORCID

Publisher

Elsevier BV

Subject

Computer Graphics and Computer-Aided Design,Health Informatics,Computer Vision and Pattern Recognition,Radiology, Nuclear Medicine and imaging,Radiological and Ultrasound Technology

Reference47 articles.

1. Imaging biomarkers in amyotrophic lateral sclerosis;Alberich;Neurodegener. Dis. Biomark. Towards Transl. Res. Clin. Pract.,2022

2. Uni4Eye: Unified 2D and 3D self-supervised pre-training via masked image modeling transformer for ophthalmic image classification;Cai,2022

3. Transmorph: Transformer for unsupervised medical image registration;Chen;Med. Image Anal.,2022

4. Transunet: Transformers make strong encoders for medical image segmentation;Chen,2021

5. Identification of amyotrophic lateral sclerosis based on diffusion tensor imaging and support vector machine;Chen;Front. Neurol.,2020

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