Development of an Enhanced Person-Centred Care Model Through Predictive Analysis of Diabetes Using Random Forest
Student: Benjamen Oluwapelumi Ilori (Project, 2025)
Department of Computer Engineering
Federal Polytechnic, Ede, Osun State
Abstract
The scope of this study focuses on developing a predictive model using Random Forest to enhance person-centred care for diabetes management. The study will utilize diverse datasets, including patient demographics, medical history, lab results, and lifestyle factors, to predict diabetes onset and progression. It will also explore the model's ability to provide individualized risk assessments, guiding healthcare professionals in offering personalized treatment plans. The research will be limited to structured data from electronic health records (EHRs) and will focus on Type 2 diabetes.
Keywords
For the full publication, please contact the author directly at: benjamenilori19@gmail.com
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Institutions
- Federal University, Lokoja, Kogi State 1
- Federal University, Otuoke, Bayelsa State 20
- Federal University, Wukari, Taraba State 5
- Fidei Polytechnic, Gboko, Benue State 1
- First Technical University, Ibadan, Oyo State 2
- Fountain University, Osogbo, Osun State 20
- Gateway Ict Polytechnic, Saapade, Ogun State 9
- Godfrey Okoye University, Urgwuomu- Nike, Enugu State 4
- Gombe State University, Tudun Wada, Gombe, Gombe State 18
- Hallmark University, Ijebu-Itele,ogun State 1