Deep Learning-Based Corpus Callosum Segmentation from Brain Images: A Review

P Sarma, G Saranya - Wireless Personal Communications, 2024 - Springer
The largest white matter structure in the brain, the corpus callosum (CC), is involved in many
disorders of the central nervous system. The extent and/or severity of neurodegenerative …

Corpus Callosum Segmentation Using Enhanced Hyperparameters in the U-Net Model

MRM Elfa, R Sarno, SC Hidayati - Proceeding of International …, 2024 - journal.ebizmark.id
This study presents a deep learning segmentation technique for effectively segmenting the
brain anatomy, particularly the corpus callosum, using magnetic resonance imaging. The …

Constructing 3D Diffusion Tensor Imaging using DICOM Files Directly and Linear Interpolation

MR Waluyo, S Hasanah, A Fajar… - … Seminar on Machine …, 2022 - ieeexplore.ieee.org
Diffusion Tensor Imaging (DTI) is a process to determine the diffusion of water molecules in
the body, especially in the brain. This process can be used to extract the neural fibers in the …