Machine and deep learning methods in identifying malaria through microscopic blood smear: A systematic review

• Main Authors: Sukumarran, Dhevisha, Hasikin, Khairunnisa, Khairuddin, Anis Salwa Mohd, Ngui, Romano, Sulaiman, Wan Yusoff Wan, Vythilingam, Indra, Divis, Paul C. S.
• Format: Article
• Published: Elsevier 2024
• Subjects: R Medicine (General); TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.um.edu.my/46955/; https://doi.org/10.1016/j.engappai.2024.108529
• Institution: Universiti Malaya

Despite the persistency of World Health Organization to eliminate malaria since 1987, malaria disease continues to pose a significant threat to global health. As the severity of malaria persists over the years, there is a critical need for an automated diagnosis system for more efficient diagnosis a...