Digital pathology is a promising method for quantitative automatization in pharmaceutical research. The key technology was the introduction of Whole-Slide Imaging (WSI) with digital slide scanners. They allow virtualization of the whole slide with large tissue sections in high microscopic resolution. Combination of WSI with automatic detection and quantification software enables numerous new possibilities and methods to search for drugs against diseases. HS-Analysis develops automatic WSI quantification solutions for efficient workflows in pharmaceutical research.Recent evolution in artificial neural networks allows reliable recognition of structures with complex morphology traits, similar like the human brain does. HS Analysis specialized in neural network applications like Deep Learning to detect your Region of Interest in automatic manner. Avoid manual annotations for ROI definition to achieve high throughput with short analysis times.