Study reveals limitations of large language AI models in medical coding.
Researchers have developed a new machine-learning model that can precisely make prognosis predictions for patients with osteosarcoma, based on the density of viable tumor cells post-treatment.
In addition to addressing cybersecurity risk management during the design and development of medical devices, the standard also contains clear guidance related to postmarket monitoring of device vulnerabilities, security measures such as patching, and the use of a software bill of materials.
Behavioral health providers were excluded from the 2009 HITECH Act, which contributed to significant disparities in EHR adoption between mental and physical health providers. The Behavioral Health Information Technology (BHIT) Coordination Act could help remedy this, yet regulatory and societal barriers to full interoperability remain.
Cybersecurity in Medical Devices: Quality System Considerations and Content of Premarket Submissions provides recommendations on what information to include in premarket submissions and emphasizes that cybersecurity is a component of quality system regulation.
On August 11, the FDA released a Final Guidance on Off-the-Shelf Software Use in Medical Devices, which supersedes Off-The-Shelf Software Use in Medical Devices issued September 27, 2019.
Healthcare cyberattacks are becoming more common and more costly—both financially and to patient care continuity. Internet-connected IoMT devices and equipment remain a security concern for healthcare delivery organizations. Deeper collaboration between HDOs, medical device manufacturers and security providers is needed to reduce risk and vulnerability.
Large sets of data are collected throughout the surgical continuum, but are chief medical officers and perioperative leaders able to use that data to drive clinical, operational, and financial improvements? Embracing data-driven surgery can help HCOs make use of their data to improve care, reduce costs and better manage staffing and workflow.
In leveraging the valuable insights delivered by real-time location systems (RTLS) technology, hospitals and healthcare facilities are able to undergo the kind operational overhaul they so desperately need, boosting ROI while simultaneously allowing for better working conditions for staff as well as more focused, immediate care for patients.
Connected medical devices have many advantages but require a higher level of security. If the medical industry doesn’t improve its cybersecurity posture, it could endanger patient privacy and lives.
