BrainIAC analyzes brain scans across diseases, learns from minimal data, offers hope for rare condition diagnosis.
Glioblastoma’s stealthy spread has met a new challenge: MRI-powered fluid flow mapping that reveals where the cancer is likely to invade next. The innovation is now being advanced by a spinoff company ...
Abstract: Brain tumor segmentation plays a critical role in accurate diagnosis and treatment planning but remains challenging due to complex tumor boundaries and variations across MRI sequences.
1Preventive Medicine, Veterans Affairs Loma Linda Healthcare System, Loma Linda, California. 2Loma Linda University School of Public Health, Loma Linda, California.
Abstract: Convolutional neural networks (CNNs) have emerged as a preferred approach for medical image analysis. The dimensionality of images is a principal factor in CNN models, as they are designed ...