Florida Hospital Utilizes Machine Learning Artificial Intelligence Platform to Reduce Clinical Variation in Its Healthcare, with Implications for Medical Laboratories

Pathologists and clinical laboratory scientists may find one hospital’s use of a machine-learning platform to help improve utilization of lab tests both an opportunity and a threat Variation in how individual physicians order, interpret, and act upon clinical laboratory test results is regularly shown by studies in peer-reviewed medical journals to be one reason why some patients get great outcomes and other patients get less-than-desirable outcomes. That is why many healthcare providers are...

New Value-Based Payment Model for Oncology Care Could Affect How Pathologists and Medical Laboratories Get Paid for Their Services

Centers for Medicare and Medicaid Innovation is considering adding clinical laboratory services to bundled payments in its proposed Oncology Care First model Anatomic pathologists, surgical pathologists, and medical laboratories could find some of their services shifted to a bundled payment scheme as the Center for Medicare and Medicaid Innovation (CMMI) considers a new value-based alternative payment model (APM) for providers of cancer care. CMMI, an organization within the Centers for...

Machine Learning System Catches Two-Thirds More Prescription Medication Errors than Existing Clinical Decision Support Systems at Two Major Hospitals

Researchers find a savings of more than one million dollars and prevention of hundreds, if not thousands, of adverse drug events could have been had with machine learning system Support for artificial intelligence (AI) and machine learning (ML) in healthcare has been mixed among anatomic pathologists and clinical laboratory leaders. Nevertheless, there’s increasing evidence that diagnostic systems based on AI and ML can be as accurate or more accurate at detecting disease than systems without...

Employers Can Save Money by Adopting Self-funded Healthcare Models, and Clinical Laboratories Have Opportunities to Support These Plans

By negotiating directly with healthcare providers, employers cut health insurers out of the loop, at least for certain specified healthcare conditions and surgeries It’s a new trend in how employers provide healthcare benefits for their employees. In order to save money, a growing number of employers are going to low-cost hospitals, physicians, and other providers to contract directly for their services. This may be the opening that allows some clinical laboratories to approach larger...

Medical Laboratories Need to Prepare as Public Health Officials Deal with Latest Coronavirus Outbreak

The CDC has developed a test kit, but deployment to public health laboratories has been delayed by a manufacturing defect Medical laboratories are on the diagnostic front lines of efforts in the US to contain the spread of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the virus responsible for the disease COVID-19, which was first reported in Wuhan City, China. SARS-CoV-2 differs from severe acute respiratory syndrome coronavirus (SARS-CoV), which caused an outbreak of severe...

Nominations Now Open for 5th Annual National Clinical Laboratory Sales Excellence Awards

This is an opportunity for top-producing sales reps from medical laboratories, anatomic pathology groups, and lab vendors to achieve national recognition at the upcoming Executive War College Nominations are now open for The Dark Report’s 5th Annual National Lab Sales Excellence Awards. This awards program recognizes those laboratory sales professionals who exceed sales goals and successfully help their lab organization win new clients and expand market share. Nominating applications are...