Systems | Development | Analytics | API | Testing

3 Ways AI, ML, and Predictive Analytics Can Help Solve the Nursing Crisis

The nursing profession is in crisis. According to McKinsey, over 30% of surveyed nurses said they may leave their current patient care jobs in the next year, and for inpatient nurses it’s higher at 45%. Meanwhile, the average professional tenure of nurses dropped from 3.6 years to 2.8 years between 2020 and 2023. These alarming trends have healthcare systems on red alert. Ninety-four percent of surveyed health system senior executives said the nursing shortage is critical.

Healthcare leader uses AI insights to boost data pipeline efficiency

One of the largest health insurance providers in the United States uses Unravel to ensure that its business-critical data applications are optimized for performance, reliability, and cost in its development environment—before they go live in production. Data and data-driven statistical analysis have always been at the core of health insurance.

The Ultimate Solution for Building FHIR-Compliant APIs

Fast Healthcare Interoperability Resources (FHIR) is a groundbreaking standard in the healthcare industry, designed to facilitate seamless data exchange between various systems. With the increasing demand for interoperability and efficient communication, Hl7 v2 FHIR-compliant APIs (application programming interfaces) have become an essential tool for healthcare providers and organizations to transfer health information from provider to provider.

No Average Patient - Leveraging Data for Precision Healthcare

The evolution of healthcare has come a long way since local physicians made house calls and homespun remedies were formulated using items from the kitchen spice rack. Today’s healthcare is driven as much by the promise of emerging technologies centered on data processing and advanced analytics as by developing new and specialized drugs.

How Iodine Uses ClearML to Enable Better Healthcare Delivery

Improving patient care is right up there with the importance of optimizing the allocation and efficiency of precious resources when it comes to today’s healthcare. But that’s been difficult for people alone to accomplish, even with automation. The good news is that machine learning is now addressing these challenges and a company called Iodine Software is leading the innovation.

How Embedded Systems Impact Everyday Life

Embedded systems are at the core of various products, machinery, and intelligent operations like machine learning and Artificial Intelligence (AI). Since embedded devices are used in almost every industry today, embedded systems play a crucial role in the functioning of devices and machines we use daily, from vehicles to home appliances and medical devices. To further understand this, here's how embedded systems impact everyday life.