A close-up of a wall of computer code.

Data Analytics

Big data analytics has emerged as a promising tool for solving problems across many healthcare-related areas. Malone researchers develop and deploy measurement technologies, new methods to structure and mine data, and pioneer new tools for analytics that advance clinical decision support, prediction, and process modeling for healthcare.

Related Projects

Medical Concept Linking

Goals of the project: Associate a text mention with a medical concept in an ontology Creates structured concept tags from medical text...

Prediction of Adverse Events in Cardiac Surgery

The Cardiac Surgery Division at the Johns Hopkins Hospital is a highly complex organization that involves multi-disciplinary services and care teams.  The Cardiac Surgery team is routinely monitoring their quality of care, forming and testing hypotheses as to which parts of the care system need to be more efficient. This...


A targeted real-time early warning score (TREWScore) allows clinicians to recognize patients at risk for septic shock and provide earlier intervention than is standard.  ...

Related News

Headshot of Ayah Zirikly.
March 9, 2021

A new research scientist with both the Center for Language and Speech Processing (CLSP) and Malone Center for Engineering in Healthcare, Zirikly builds AI-enabled models that analyze social media posts and word usage patterns to predict mental health disorders and symptoms....... Read More

An aerial shot of the Helmholtz Zentrum Muenchen campus.
September 3, 2020

The Federal Ministry of Education and Research (BMBF) award will support Helmholtz Zentrum München, Malone Center researchers as they investigate the mechanisms and complications of COVID-19 diseases.  ...... Read More