Diagnosing Ovarian Cancer Using Perception-based Nanosensors and Machine Learning

Two studies show the accuracy of perception-based systems in detecting disease biomarkers without needing molecular recognition elements, such as antibodies Researchers from multiple academic and research institutions have collaborated to develop a non-conventional machine learning-based technology for identifying and measuring biomarkers to detect ovarian cancer without the need for molecular identification elements, such as antibodies. Traditional clinical laboratory methods for detecting...

Artificial Intelligence in Digital Pathology Developments Lean Toward Practical Tools

Patient care gaps can be addressed by machine learning algorithms, Labcorp vice president explains Is there hype for artificial intelligence (AI)? As it turns out, yes, there is. Keynote speakers acknowledged as much at the 2022 Executive War College Conference on Laboratory and Pathology Management. Nevertheless, leading clinical laboratory companies are taking real steps with the technology that showcase AI developments in digital pathology and patient care. Labcorp, the commercial...

Proof of Concept Study Demonstrates Machine Learning and AI Can Identify Cancer Cells Based on pH Levels; May Have Applications in Surgical Pathology

The new method employs a pH sensitive dye and AI algorithms to ‘distinguish between cells originating from normal and cancerous tissue, as well as among different types of cancer’ the researchers said Might a pH-sensitive dye in tandem with an image analysis solution soon be used to identify cancerous cells within blood samples as well within tissue? Recent research indicates that could be a possibility. If further studies and clinical trials confirm this capability, then anatomic pathologists...

OIG Report Indicates Fraudulent Upcoding at Hospitals is More Prevalent than Expected, Recommends More CMS Oversight and Auditing of Medicare Spending

Oddly, as upcoding severity levels have risen, reported higher-severity inpatient hospital stays have dropped, OIG reported Medicare upcoding fraud is a growing problem for the federal Centers for Medicare and Medicaid Services (CMS). Now, a report from the US Department of Health and Human Services (HHS) Office of Inspector General (OIG) suggests that the practice is increasingly occurring for high-severity inpatient hospital stays that account for the most expensive part of US healthcare....

Wall Street Journal Reports IBM May Sell Watson Health Due to Data Challenges and Unprofitability

Might this be a sign that AI platforms like Watson still cannot diagnose the wide range of patients’ conditions as accurately as a board-certified clinical pathologist? Computer technology evolves so quickly, products often become obsolete before fulfilling their expected potential. Such, apparently, is the case with Watson, the genius artificial intelligence (AI) brainchild of International Business Machines Corp. (IBM) which was going to revolutionize how healthcare providers diagnose...
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