Litcius/Paper detail

Superficial white matter analysis: An efficient point-cloud-based deep learning framework with supervised contrastive learning for consistent tractography parcellation across populations and dMRI acquisitions

Tengfei Xue, Fan Zhang, Chaoyi Zhang, Yuqian Chen, Yang Song, Alexandra J. Golby, Nikos Makris, Yogesh Rathi, Weidong Cai, Lauren J. O’Donnell

2023Medical Image Analysis52 citationsDOIOpen Access PDF

Topics & Concepts

TractographyArtificial intelligenceDiffusion MRIDiscriminative modelWhite matterComputer sciencePoint cloudDeep learningPattern recognition (psychology)Machine learningMagnetic resonance imagingRadiologyMedicineAdvanced Neuroimaging Techniques and ApplicationsMRI in cancer diagnosisAdvanced MRI Techniques and Applications
Superficial white matter analysis: An efficient point-cloud-based deep learning framework with supervised contrastive learning for consistent tractography parcellation across populations and dMRI acquisitions | Litcius