Histopathology services are critical for the timely and accurate treatment of cancer patients. The thorough examination of stained tissue sections under the microscope by expert pathologists is time-consuming and in many cases complex. The digitalisation of tissue sections via Whole Slide Imaging infrastructure helps, but a lot of the bottlenecks remain. All around the world, cancer cases increase year-on-year while numbers of expert pathologists lag behind.
DeepMed IO software facilitates and augments expert pathologists by employing artificial intelligent technology to pre-annotate and analyse WSI slides, ready to be validated by the experts. The streamlined workflow is designed around the existing gold standards, with case-specific modules. The deep-learning neural networks are specifically trained for each module, utilising expert-curated training sets and validated by quality-assured datasets.