This week has seen new vendor bulletins for an array of synthetic intelligence use instances: enhanced inhabitants well being administration on the county stage, a healthcare job market that improves worker matching and a New York College Langone Well being spinoff centered on leveraging physics to enhance synthetic intelligence-powered imaging know-how.
Additionally, with official clearance from the U.S. Meals and Drug Administration, new first-of-its-kind imaging software program can provide clinicians entry to a robust denoising algorithm that improved magnetic resonance imaging high quality in a latest neurological examine by developer Microstructure Imaging.
Focused hiring and jobseeking
Vivian Well being introduced Thursday that new AI-powered options will help healthcare professionals discover and compete for the employers they want to work for.
Vivian stated greater than 2 million healthcare professionals use its cell app-based expertise market. With the AI-enhanced platform updates, the corporate goals to enhance the job search course of and in addition give recruiters extra related outcomes of their expertise searches.
General, the brand new options deal with pace, relevancy and transparency challenges within the hiring course of, in keeping with the corporate. They embrace automated every day job matches, an AI co-pilot that may assist healthcare job seekers reply questions, construct stronger profiles and schedule interviews at any time of day and extra.
“We stay in a vital time for healthcare employees, and sadly, a lot of them really feel as if they’re handled as if they’re simply replaceable,” stated Parth Bhakta, Vivian’s CEO and co-founder.
“At a time when 42% of clinicians say they’re contemplating leaving their career, it’s on all of us in healthcare to retain individuals in medical careers – and we’re offering a means for individuals to search out alternatives that may be higher for them.”
FDA clears RMT for medical follow
Microstructure Imaging, a Brooklyn, New York-based vendor specializing in MRI software program improvement, introduced Wednesday that it acquired FDA 501 clearance for its breakthrough in signal-to-noise diffusion and practical MRI software program.
Whereas MRI machines are sometimes loud for sufferers, the noise introduced by the photographs is a larger concern for his or her total care. MRI makes use of a powerful magnetic area and radio waves to take detailed photographs of organs and tissues, however picture readability is topic to an SNR ratio which, is a calculation that signifies the distinction between the realm of curiosity and the background at every pixel.
Whereas extra will be understood medically from photographs with larger SNRs, the addition of a random matrix idea algorithm, MICSI stated it has leveraged that gives “a multiplicative increase in SNR.”
Referred to as MICSI-RMT, the software program is the primary to carry RMT denoising into medical follow, the corporate stated, making it significantly transformative for neuroimaging functions, akin to in stroke administration, the place exact imaging improves medical resolution making.
The software program can enhance MRI picture high quality with out exterior coaching knowledge or high-performance GPUs, in contrast to conventional AI-enhanced imaging, the corporate stated in a assertion.
Meaning the AI-enhanced denoising method doesn’t hallucinate, in keeping with the corporate’s web site.
MICSI-RMT additionally processes modules that assist weighted linear least squares and Bayesian becoming methods to facilitate quantitative evaluation of diffusion-weighted imaging and famous that DICOM knowledge routing ensures safe integration into medical workflows.
Within the firm’s blinded rater examine, neuroradiologists assessed MRI photographs processed by MICSI-RMT and standard-of-care instruments and stated they most well-liked RMT imaging for its readability and diminished artifacts. In addition they stated DTI photographs processed with MICSI-RMT had sharper visualization of small constructions in mind white matter and improved distinction with adjoining tissue sorts. In addition they reported extra anatomically applicable activation maps with practical MRI photographs produced with RMT know-how.
Researchers discovered the RMT know-how improved diffusion MRI 4.35x and fMRI 1.9x and supplied extra exact parametric mapping. There was additionally notable enchancment – 56.3% – in dMRI enhancement with the precision of ADC maps.
County boosts affected person analytics
Innovaccer Inc., a healthcare AI platform firm, introduced Wednesday that San Mateo County Well being will use its inhabitants well being administration platform to enhance affected person care providers and handle knowledge for roughly 165,000 lives and 500,000 legacy lives throughout the county.
By compiling knowledge throughout SMCH methods, and integrating into digital well being data, healthcare suppliers can seek for sufferers throughout a number of EHR methods, overview longitudinal affected person data and transition knowledge again to their foremost EHRs, the corporate stated.
“This partnership is a main instance of groups efficiently working collectively to combine knowledge seamlessly and enhance care supply, all whereas bringing again the enjoyment of care,” Abhinav Shashank, cofounder and CEO of Innovaccer, stated in a press release.
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Andrea Fox is senior editor of Healthcare IT Information.
E mail: [email protected]
Healthcare IT Information is a HIMSS Media publication.