There is no doubt that artificial intelligence, automation and robotics are transforming today’s laboratories. At the forefront of these changes is Automata Technologies Ltd., which has developed the Linq platform to digitally and robotically connect all the components of a modern life sciences lab to create fully automated end-to-end workflows.

AI-focused medical diagnostics company Spectral AI Inc. is collaborating with burn wound therapy company Polynovo Ltd. to test limited deployment of Spectral’s Deepview system for predicting burn healing in Australia.

Clarius Mobile Health Corp. received U.S. FDA clearance for the Clarius OB artificial intelligence biometric measurement tool, which is designed to improve access to accurate prenatal monitoring in low-resource regions. The system automatically estimates fetal age, weight and growth intervals critical to assessing fetal health and early identification of potential issues and multiple pregnancies.

Agilemd Inc. received U.S. FDA clearance for its Ecart clinical deterioration suite, an artificial intelligence-powered software as a medical device that uses a machine learning algorithm to continuously evaluate the risk of a hospitalized patient’s death or transfer to intensive care based on 97 real-time variables.

The recent conviction of Ontrak Inc. CEO Terren Peizer for insider trading was conspicuous on two counts, including that it was the first time such a conviction had been obtained solely for trading conducted under a government-approved insider trading policy. More worrisome for industry, generally, is the case is another example of federal prosecutors’ ever-growing use of data and analytics to root out violations of SEC law. This is a trend that seems destined to grow with advances in artificial intelligence.

For the third time in as many years, Health Canada, the U.S. FDA and the UK Medicines and Health Care Products Regulatory Agency have teamed up to issue a set of recommendations for artificial intelligence used in or as a medical device.

The U.S. National Institutes of Health has jumped into the artificial intelligence pool with a prognostic that predicts a patient’s response to immune checkpoint inhibitors as cancer therapies.

London, Ontario-based Deep Breathe Inc. filed for protection of a wearable ultrasound sensor that is used to obtain ultrasound data, and digital ultrasound images are processed using a machine learning model to predict the probability of lung sliding and detection of pneumothorax (collapsed lung) if lung sliding is absent or deem it likely if lung sliding is present.

Researchers from the University of Chicago and Northwestern University have filed for protection of an mobile application to track individualized patient needs, engagement in continuous positive airway pressure machine use, and the correlation of risk behaviors to determine sleep apnea treatment progress.

A little over two months after the granting of its very first patent which described computer-based systems for diagnosing psoriasis, Belletorus Corp. welcomed the publication of two continuation-in-part child filings on similar such systems for the diagnosis of eczema and determining the severity of skin diseases such as psoriasis, eczema and skin cancer.