Feature group partitioning: an approach for depression severity prediction with class balancing using machine learning algorithms
In contemporary society, depression has emerged as a prominent mental disorder that
exhibits exponential growth and exerts a substantial influence on premature mortality …
exhibits exponential growth and exerts a substantial influence on premature mortality …
[PDF][PDF] Unlocking minds: An adaptive machine learning approach for early detection of depression
HBU Haq, MN Irshad, MD Baig - Healthcraft Front, 2024 - researchgate.net
Depression, a prevalent and severe medical condition, significantly impairs emotional well-
being, cognitive functions, and behavior, often leading to substantial challenges in daily …
being, cognitive functions, and behavior, often leading to substantial challenges in daily …
Clasificación de enfermedades mentales en adultos mediante técnicas de machine learning y modelos a base de árboles en la salud mental colombiana
DF Osorio Díaz - 2023 - repositorio.uniandes.edu.co
Nuestro objetivo fue entrenar modelos predictivos de trastornos mentales en adultos
colombianos mediante técnicas de aprendizaje supervisado que clasifican enfermedades …
colombianos mediante técnicas de aprendizaje supervisado que clasifican enfermedades …