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CAREER: An Integrated Machine Learning Framework for Longitudinal Healthcare Intelligence: — NSF Award to University of Kansas Cen

In modern healthcare, analyzing vast amounts of longitudinal patient data, such as diagnoses, prescriptions, and medical procedures, can help healthcare providers understand complex health conditions and make treatment decisions. Artificial intelligence (AI) has great potential to assist in this process by discovering

Award titleCAREER: An Integrated Machine Learning Framework for Longitudinal Healthcare Intelligence:
Award ID2544634
AwardeeUniversity of Kansas Center for Research Inc
CityLAWRENCE
StateKS
Amount obligated$385,250
Principal investigatorZijun Yao
ProgramInfo Integration & Informatics
Start date06/01/2026
AbstractIn modern healthcare, analyzing vast amounts of longitudinal patient data, such as diagnoses, prescriptions, and medical procedures, can help healthcare providers understand complex health conditions and make treatment decisions. Artificial intelligence (AI) has great potential to assist in this process by discovering hidden patterns in a patient's medical history to provide personalized care recommendations. However, current AI systems often struggle to capture the complex structure of medical
SourceNSF Awards

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