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...

Could Biases in Artificial Intelligence Databases Present Health Risks to Patients and Financial Risks to Healthcare Providers, including Medical Laboratories?

Clinical laboratories working with AI should be aware of ethical challenges being pointed out by industry experts and legal authorities Experts are voicing concerns that using artificial intelligence (AI) in healthcare could present ethical challenges that need to be addressed. They say databases and algorithms may introduce bias into the diagnostic process, and that AI may not perform as intended, posing a potential for patient harm. If true, the issues raised by these experts would have...

Diagnostics Marketing Association’s (DxMA’s) Global Marketing Summit Will Convene in New Orleans Just Prior to the Executive War College (EWC) to Discuss Primary Trends Facing IVD Manufacturers, Clinical Laboratories

The DxMA Summit’s agenda will complement EWC’s and will explore disruptive technologies likely to be of great interest to medical laboratory leaders and pathology groups Cybersecurity, wearable technology, and social media are the primary trends facing in vitro diagnostics (IVD) manufacturers and clinical laboratories. That’s according to Debra Harrsch, President-elect of the Diagnostics Marketing Association (DxMA), a self-funded organization devoted to helping diagnostic marketing...

Consumer Reports Says Thousands of Doctors Facing Medical Probation Continue to See Patients; Calls for More Patient Access to Physician Disciplinary Records

Latest calls for easier public access to information on physician performance and quality is a reminder to clinical laboratories and pathology groups of the trend to greater transparency on provider outcomes If any clinical laboratory executive or pathologist still doubts that more transparency of provider outcomes is a topic of interest to patients, they have only to look at Consumer Reports, well-respected for its advocacy on behalf of consumers. Consumer Reports is using multiple ways to...

For Embattled Medical Laboratory Company Theranos, Bad News Keeps on Coming After Two Federal Inspections Show Problems in Certain Lab Practices

High rates of variability from one drop to another raise questions about the reliability of point of care testing equipment and companies that collect lab specimens only with finger sticks Since last fall, one news report after another has come out with bad news for Theranos Inc., the high-profile medical laboratory company. The reports have ranged from dissatisfaction among Theranos’ partners, such as Walgreens and Capital BlueCross, to failed inspection reports from the federal Centers for...
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