Improved Segmentation of Deep Sulci in Cortical Gray Matter Using a Deep Learning Framework Incorporating Laplace's Equation.
Sadhana RavikumarRanjit IttyerahSydney LimLong XieSandhitsu R. DasPulkit KhandelwalLaura E. M. WisseMadigan L. BedardJohn L. RobinsonTerry SchuckMurray GrossmanJohn Q. TrojanowskiEdward B. LeeM. Dylan TisdallKarthik PrabhakaranJohn A. DetreDavid J. IrwinWinifred TrotmanGabor MizseiEmilio Artacho-PérulaMaria Mercedes Iñiguez de Onzoño MartinMaría del Mar Arroyo JiménezMonica Muñoz LópezFrancisco Javier Molina RomeroMaria del Pilar Marcos RabalSandra Cebada SánchezJosé Carlos Delgado GonzálezCarlos de la Rosa PrietoMarta Córcoles ParadaDavid A. WolkRicardo InsaustiPaul A. YushkevichPublished in: CoRR (2023)
Keyphrases
- deep learning
- gray matter
- white matter
- magnetic resonance images
- brain mr images
- segmentation method
- cortical surface
- human brain
- unsupervised feature learning
- cerebrospinal fluid
- brain structures
- machine learning
- unsupervised learning
- medical images
- higher order
- multiscale
- object segmentation
- medical imaging
- quantitative evaluation
- high resolution
- image analysis
- pattern recognition
- decision making