Empowering the Transformation of Healthcare
Healthcare is rapidly evolving and Atomo is at the forefront. We use data, machine learning, and advanced analytics to reshape how individuals, physicians, and scientists affect outcomes.
What is Machine Learning?
Machine learning is a type of artificial intelligence (AI) grounded on the premise that systems can learn from data, identify patterns, and make decisions with minimal human instruction. Machine learning applications are improving all aspects of healthcare. These systems have the ability to identify high-risk individuals, predict clinical outcomes, and enhance operational efficiencies.
Identifying High-Risk Individuals
Atomo has extensive experience applying machine learning techniques to identify patients with the highest unmet need for care. We build smart systems that find the subtle patterns leading to patient diagnosis.
This video explains machine learning through the simple example of correctly separating red and green balls. Above, the green balls represent patients who have a medical condition but who are not yet diagnosed. The red balls represent patients who have similar symptoms and complications but who do not have the medical condition.
Every Patient’s Pathway is Unique
Atomo’s Patient Journey Analysis reveals every patient’s unique pathway in a medical condition. This pathway starts with initial symptoms, continues through testing and evaluation, results in a diagnosis, and concludes with resultant therapy and health outcomes. After each patient’s unique path is discovered, larger patterns are analyzed to discover actionable insights.
Follow Flow Through Patient Treatment Milestones
Sankey diagrams are a specific type of flow diagram, in which the width of the arrows is shown proportionally to the flow quantity. Hover your mouse over bars to reveal inbound and outbound flow through the milestone.
Reimagine Better Solutions
Atomo can help you leverage technology and big data to solve your most difficult healthcare challenges