Ship detection using ensemble deep learning techniques from synthetic aperture radar imagery.

Synthetic Aperture Radar (SAR) integrated with deep learning has been widely used in several military and civilian applications, such as border patrolling, to monitor and regulate the movement of people and goods across land, air, and maritime borders. Amongst these, maritime borders confront different threats and challenges. Therefore, SAR-based ship detection becomes essential for naval surveillance in marine traffic management, oil spill detection, illegal fishing, and maritime piracy.

Bevacizumab: The future of chronic subdural hematoma.

Bevacizumab (BCZ), commercially known as Avastin, is a monoclonal antibody that targets vascular endothelial growth factor (VEGF). Initially recognized as a breakthrough in oncology, it has since gained FDA approval for various ocular conditions and more recently, for the treatment of glioblastoma multiforme (GBM). Bevacizumab's ability to inhibit excessive neovascularization suggests it may have a potential role in treating chronic subdural hematomas (cSDH).

Cerebrospinal fluid protein biomarkers in Parkinson's disease.

Proteomic profiling is an effective way to identify biomarkers for Parkinson's disease (PD). Cerebrospinal fluid (CSF) has direct connectivity with the brain and could be a source of finding biomarkers and their clinical implications. Comparative proteomic profiling has shown that a group of differentially displayed proteins exist.