AqUavplant Dataset: A High-Resolution Aquatic Plant Classification and Segmentation Image Dataset Using UAV.

Aquatic vegetation species are declining gradually, posing a threat to the stability of aquatic ecosystems. The decline can be controlled with proper monitoring and mapping of the species for effective conservation and management. The Unmanned Ariel Vehicle (UAV) aka Drone can be deployed to comprehensively capture large area of water bodies for effective mapping and monitoring.

Region of interest (ROI) selection using vision transformer for automatic analysis using whole slide images.

Selecting regions of interest (ROI) is a common step in medical image analysis across all imaging modalities. An ROI is a subset of an image appropriate for the intended analysis and identified manually by experts. In modern pathology, the analysis involves processing multidimensional and high resolution whole slide image (WSI) tiles automatically with an overwhelming quantity of structural and functional information.

The Perception of Health Professionals in Bangladesh toward the Digitalization of the Health Sector.

Bangladesh is undertaking a major transformation towards digitalization in every sector, and healthcare is no exception. Digitalization of the health sector is expected to improve healthcare services while reducing human effort and ensuring the satisfaction of patients and health professionals. However, for practical and successful digitalization, it is necessary to understand the perceptions of health professionals.

Singular Nuclei Segmentation for Automatic Quantification Using CISH Whole Slide Images.

Human epidermal growth factor receptor 2 () quantification is performed routinely for all breast cancer patients to determine their suitability for -targeted therapy. Fluorescence in situ hybridization (FISH) and chromogenic in situ hybridization (CISH) are the US Food and Drug Administration (FDA) approved tests for quantification in which at least 20 cancer-affected singular nuclei are quantified for grading. CISH is more advantageous than FISH for cost, time and practical usability.