Posts Tagged ‘Machine learning’
Machine Learning Assists in Medical Documentation
Documentation requirements in the world of technology have many healthcare providers feeling overwhelmed and burned out. When you consider that on average, primary care physicians spend more than half of their 11.4-hour workdays on data entry, it is easy to understand why, and this was before COVID-19. Healthcare Finance brought this interesting news to our attention…
Read MoreUsing Machine Learning in Social Data Analysis
Johns Hopkins University researchers have developed a machine learning algorithm that uses predictive analytics to identify adolescents experiencing suicidal thoughts and behavior. Health IT Analytics brought this interesting topic to our attention in their article, “Machine Learning Uses Predictive Analytics For Suicide Prevention.” Researchers discovered specific risk factors associated with suicidal thought and behavior among adolescents, helping…
Read MoreUnderstanding Machine Learning’s Role
Researchers have developed an automated method using machine learning to predict the effectiveness of viral diagnostic tests and design optimized ones. This interesting news came to us from Phys.org in their article, “Machine learning could help scientists design better viral diagnostics.” ADAPT uses trained algorithms to predict the best sequences for a diagnostic, promising to…
Read MoreMachine Learning to the Rescue
There has been a lot of talk around the applications of machine learning in medicine. But how is machine learning actually helping scientists and clinicians do their jobs? This interesting topic came to us from the Medical Device & Diagnostic Industry (MDDI) in their article, “Transforming Modern Medical Devices with Machine Learning & AI Inference.”…
Read MoreEmerging Technologies Across the Board
Machine learning, deep learning and federated learning: what are the similarities and the differences? This news came to us from Mark Tech Post in their article, “Google AI Implements Machine Learning Model That Employs Federated Learning With Differential Privacy Guarantees.” Federated learning is also known as collaborative learning. It is a machine learning technique that trains an algorithm…
Read MoreMachine Learning and Databases
Data sets for machine learning solve big data problems, from data collection and storage through analysis and the training of machine learning models to the deployment of real-time prediction endpoints. VentureBeat brought this interesting information to our attention in their article, “Database technology evolves to combine machine learning and data storage.” This new approach offers…
Read MoreMachine Learning and Careers
If you are looking to specialize in your career or switch altogether, know that anyone with “machine learning” in their job title or responsibilities, is in a good career place these days. InfoWorld brought this topic to our attention in their article, “Career roadmap: Machine learning engineer.” People with skills and experience in machine learning are in…
Read MoreMachine Learning Models Evolve
The next generation of the machine learning observability platform has released to specifically solve troubleshooting bottlenecks and pain points experienced every day by thousands of machine learning engineers, data scientists and other practitioners responsible for deploying and maintaining machine learning models. This interesting news came to us from PR Newswire in their article, “Arize AI Introduces…
Read MoreUnderstanding the Why
Explaining artificial intelligence (AI) can be a challenge. This particular video demonstrates the challenges of explainable AI from different perspectives. It came to us from Wired in their article, “Computer Scientist Explains Machine Learning in 5 Levels of Difficulty.” Understanding machine learning and how it works is valuable to those who are proficient in the…
Read MoreAn Ounce of Prevention
Choosing the best data preparation tools for machine learning is a challenge. Fitting the needs of the organization makes choosing the right vendor and solution a complicated process that requires in-depth research and often comes down to more than just the solution and its technical capabilities. Solutions Review brought this information to our attention in…
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