Feature extraction of white blood cells using CMYK-moment localization and deep learning in acute myeloid leukemia blood smear microscopic images

• Main Authors: M. Elhassan, Tusneem Ahmed, Mohd. Rahim, Mohd. Shafry, Tan, Tian Swee, Mohd. Hashim, Siti Zaiton, Mahmoud Aljurf, Mahmoud Aljurf
• Format: Article
• Language: English
• Published: Institute of Electrical and Electronics Engineers Inc. 2022
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://eprints.utm.my/104360/1/MohdShafry2022_FeatureExtractionofWhiteBloodCells.pdf; http://eprints.utm.my/104360/; http://dx.doi.org/10.1109/ACCESS.2022.3149637
• Institution: Universiti Teknologi Malaysia

Artificial intelligence has revolutionized medical diagnosis, particularly for cancers. Acute myeloid leukemia (AML) diagnosis is a tedious protocol that is prone to human and machine errors. In several instances, it is difficult to make an accurate final decision even after careful examination by a...