IIOT Healthcare
Machine learning model uses data from wearable devices to detect COVID-19 in HCWs
Editor's Note Researchers at the Icahn School of Medicine, Mount Sinai, New York City, have developed a machine learning model that uses physiological metrics collected from wearable devices that can detect and predict COVID-19 in healthcare workers (HCWs). A total of 407 HCWs from 7 hospitals were enrolled in the…
HHS issues new HIPPA guidance for audio-only telehealth services
Editor's Note On June 13, the Department of Health and Human Services (HHS) Office for Civil Rights (OCR) issued new guidance for HIPPA-covered healthcare providers and health plans to comply with privacy, security, and breach notification requirements when using remote communication technologies to provide “audio-only” telehealth services, the American Hospital…
New machine learning models predict adverse postop abdominal hernia surgery outcomes
Editor's Note Machine learning (ML) models designed by surgeons at the University of Texas MD Anderson Cancer Center in Houston show a high level of accuracy in predicting which types of patients are most likely to have a hernia recurrence or other complications after surgery in this study. Of 725…
Johns Hopkins robot performs first laparoscopic intestinal anastomosis without human help
Editor's Note The Smart Tissue Autonomous Robot (STAR), designed by a team of researchers at Johns Hopkins University, has performed laparoscopic intestinal anastomoses in four experiments on pig tissue without human help. The robot outperformed surgeons using manual-laparoscopic and robot-assisted surgical techniques in the consistency of suture spacing and bite…
Creating work schedules with AI reduces physician burnout
Editor's Note Artificial intelligence (AI)-based scheduling significantly improved physician engagement and reduced burnout, in this study presented by Ochsner Health researchers, January 28, at the American Society of Anesthesiologists’ ADVANCE 2022, the Anesthesiology Business Event, in Dallas. The AI-based scheduling software, which created fair and flexible schedules that supported work-life…
Patient safety and the “Internet of Medical Things (IoMT)”
With all of the advantages that come from electronic health records and connected devices, some distinct security risks also exist. Healthcare is seeing these risks grow in the form of ransomware, phishing attacks, and cybersecurity breaches. Healthcare has become one of the industries most vulnerable to cyberattacks, and one with…
AI examines gene-expression data to predict COVID-19 outcomes
Editor's Note In this study, researchers from the University of California, San Diego, developed an artificial intelligence (AI) algorithm to identify signature genes that forecast the severity of a viral infection immune response including that of COVID-19. The researchers analyzed more than 45,000 datasets from viral pandemics in humans, mice,…
Remote monitoring for ambulatory surgery patients reduces postop ED visits
Editor's Note This study by researchers at Memorial Sloan Kettering Cancer Center’s ambulatory surgery center, New York City, finds that remote measurement of patient-reported symptoms after surgery can improve outcomes and reduce postoperative urgent care and emergency department (ED) visits. The researchers developed an electronic platform and alert system, called…
AI tool detects COVID-19 by listening to patients’ coughs
Editor's Note Researchers from the Massachusetts Institute of Technology, Cambridge, have developed an artificial intelligence (AI) tool that can detect COVID-19 by listening to patients’ coughs, regardless if they are symptomatic or not. To build the tool, the researchers solicited audio recordings of patients coughing and accompanying information about their…
Researchers use AI to diagnose COVID-19 in chest x-rays
Editor's Note Researchers from the University of Minnesota and M Health Fairview are using artificial intelligence (AI) to detect COVID-19 in chest x-rays of hospitalized patients. The researchers used 18,000 x-rays from COVID-19 patients and 100,000 x-rays from patients without the disease to develop and train an AI program to…
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