Islam, Md Azharul, Sumaiya Yeasmin, Arif Hosen, Nur Vanu, Muslima Begom Riipa, Afia Fairooz Tasnim, and Sadia Islam Nilima. 2025. “Harnessing Predictive Analytics: The Role of Machine Learning in Early Disease Detection and Healthcare Optimization”. Journal of Ecohumanism 4 (3):312-21. https://doi.org/10.62754/joe.v4i3.6642.