The SCORE-NMIBC study is a prospective, multi-center, study designed to collect data and biological samples from participants diagnosed with non-muscle Invasive Bladder Cancer (NMIBC). Study participants will undergo research blood and urine collections, as well as tumor tissue collected as part of a standard-of-care procedure(s), for use in research. Collected samples and data will be analyzed to evaluate biomarkers associated with development and validation of cancer monitoring and detection assays ("Natera cancer monitoring and detection test(s)").