Software as a service (SAAS) services featuring software for use in the medical field of pathology featuring web based pathology software, namely, web based image analysis software for use in the field of pathology to interpret patient tissue samples, predict patient outcomes, provide personalized therapeutic strategies, and develop diagnostics; SAAS services featuring software for use in the field of pathology, namely, software that defines the spatial relationship between cells and molecules within tissue microenvironments to aid in the interpretation of patient tissue samples to interpret patient tissue samples, predict patient outcomes, provide personalized therapeutic strategies, and analyze the spatial interactions of biomarkers; SAAS services featuring software for performing image analysis in the field of pathology, namely, in connection with transmitted light microscopy and fluorescence microscopy to interpret patient tissue samples, predict patient outcomes, provide personalized therapeutic strategies, and analyze the spatial interactions of biomarkers; SAAS services featuring software for viewing and managing images and for digital pathology image management to predict patient outcomes, provide personalized therapeutic strategies, and develop diagnostics; SAAS services featuring software for use in cancer diagnosis, namely, software to predict metastatic potential in primary solid tumors; SAAS services featuring web based software for viewing, annotating, analyzing, and scoring digital slides, for consolidating case information, a score, results, a diagnosis, comments, and digital images into a pathology case report, for generating, exporting, and printing pathology case reports, and for providing audit trails in the field of pathology; SAAS services featuring web based software for remotely managing pathology images, for remotely managing pathology images and metadata, and for creating, assigning, and managing pathology cases; SAAS services featuring computer software for use in image analysis of digital images of tissue samples acquired by optical microscopy; SAAS services featuring computer software for tissue-based image analysis algorithms to predict patient outcomes, provide personalized therapeutic strategies, and develop diagnostics; and SAAS services featuring data-processing software for tissue-based image analysis using algorithms to predict patient outcomes, provide personalized therapeutic strategies, and develop diagnostics