fastMRI: A Publicly Available Raw k-Space and DICOM Dataset of Knee Images for Accelerated MR Image Reconstruction Using Machine Learning.

Florian KnollJure ZbontarAnuroop Sriram Matthew J Muckley Mary BrunoAaron DefazioMarc ParenteKrzysztof J GerasJoe KatsnelsonHersh ChandaranaZizhao ZhangMichal DrozdzalvAdriana RomeroMichael RabbatPascal VincentJames PinkertonDuo WangNafissa YakubovaErich OwensC Lawrence ZitnickMichael P RechtDaniel K Sodickson Yvonne W Lui

Published in: Radiology. Artificial intelligence (2020)

A publicly available dataset containing k-space data as well as Digital Imaging and Communications in Medicine image data of knee images for accelerated MR image reconstruction using machine learning is presented.

Keyphrases

deep learning
total knee arthroplasty
convolutional neural network
artificial intelligence
electronic health record
big data
knee osteoarthritis
magnetic resonance
machine learning
high resolution
contrast enhanced
optical coherence tomography
anterior cruciate ligament
magnetic resonance imaging