Software-as-a-Service (SaaS) services featuring software and Platform-as-a-Service (PaaS) services feature computer software platforms in the nature of non-downloadable computer software, non-downloadable computer applications, and web-based non-downloadable software, all for accessing cloud-based servers and remote client servers for medical, disease and cancer monitoring and real-time medical, disease and cancer interception, and treatment recommendation based on whole genome sequencing (WGS) and measuring post-surgical medical, disease, and cancer burden scores through bioinformatics and artificial intelligence, clinical analysis, and analyzing genetic patterns pre-surgery and post-surgery, providing binary, qualitative MRD detection and quantitative tumor fraction, providing medical, disease, and cancer treatment recommendation, and providing medical, disease, and cancer treatment monitoring throughout the patient medical journey, disease, and cancer encounter for use by health systems, oncologists, physicians, medical professionals, hospitals, and medical, disease, and cancer researchers, centers, clinics, and labs