Magnetic Resonance Imaging (MRI) has commonly been used to detect and diagnose brain
disease and monitor treatment as non-invasive imaging technology. MRI produces three …

Hemorrhagic stroke poses a critical medical emergency that necessitates prompt and
accurate diagnosis to prevent irreversible brain damage. The emergence of automated deep …

Traumatic brain injuries may cause intracranial hemorrhages (ICH). ICH could lead to
disability or death if it is not accurately diagnosed and treated in a time-sensitive procedure …

Neurological and brain-related cancers are one of the main causes of death worldwide. A
commonly used tool in diagnosing these conditions is Magnetic Resonance Imaging (MRI) …

Stroke is an acute cerebral vascular disease that is likely to cause long-term disabilities and
death. Immediate emergency care with accurate diagnosis of computed tomographic (CT) …

Segment Anything Model (SAM) has achieved impressive results for natural image
segmentation with input prompts such as points and bounding boxes. Its success largely …

Cancer associated with the nervous system and brain tumors ranks among the leading
causes of death in various countries. Magnetic resonance imaging (MRI) and computed …

Large Vision-Language Models (LVLMs) are capable of handling diverse data types such as
imaging, text, and physiological signals, and can be applied in various fields. In the medical …

Segmentation of brain regions affected by ischemic stroke helps to overcome the main
obstacles in modern studies of stroke visualization. Unfortunately, contemporary methods of …

Intracranial hemorrhage (ICH) is a pathological condition characterized by bleeding inside
the skull or brain, which can be attributed to various factors. Identifying, localizing and …