Artificial intelligence-developed algorithmic tools for providing medical diagnostic, prognostic and predictive assessments; artificial intelligence-developed algorithmic tools for providing medical diagnostic, prognostic and predictive assessments, including risk of disease recurrence, outcomes and predictions of medical treatment benefits based on molecular testing data of a cancer patient including data based on a patient's tumor cell biological and molecular characteristics, and laboratory-based services in the field of oncology; providing medical and scientific research information in the field of oncology

Medical diagnostic, testing, prognostic, predictive, monitoring, and reporting services; medical diagnostic, testing, prognostic, predictive, monitoring, and reporting services utilizing algorithmic tools including artificial intelligence-developed algorithmic tools in the field of oncology, including providing information, predictions and outcomes of medical treatment benefits and therapies based on data of an oncology patient, including data based on a patient's tumor cell biological and molecular characteristics.