I am currently working on Brain Tissue segmentation.
The main objective of brain tissue segmentation is to accurately divide brain MRI images into different tissue types—typically gray matter, white matter, and cerebrospinal fluid. This process helps in analyzing brain structure, monitoring neurological diseases, and aiding in diagnosis and treatment planning in medical and research settings.
This project is done by a BS(4th year) student in our lab and I help him some case of the theory portion.
The main objective of histopathology image segmentation is to accurately identify and delineate different regions within tissue samples, such as cell nuclei, tumor areas, and other tissue structures. This segmentation is crucial for analyzing the tissue’s microscopic features, detecting diseases like cancer, and assessing the severity of conditions. It aids in automating the process of disease diagnosis, providing quantitative data for research, and improving treatment planning by offering detailed insights into tissue morphology and abnormalities.