Machine Learning

Health Care

To provide quality care to rapidly ageing population is real challenge. This can't be ensured without optimizing the health services based on available health care data. Our research group is focusing on cost optimization, health care services and their locations, disease recommendation system for ealry warning and prevention.


Homer: Nurse Touring project...
IMPRO: Cost omptimization project...


S. Sieranoja and P. Fränti, "Clustering diseases", (in progress).

Gulraiz I. Choudhary and P. Fränti, "IMPRO Disease recommendation engine", (in progress).

Abu S. M. Sayem, R. Mariescu-Istodor and P. Fränti, "Health service optimization", (in progress).

Datasets and tools:

IMPRO ML datasets & tools page