Classification of atypical white blood cells in acute myeloid leukemia using a two-stage hybrid model based on deep convolutional autoencoder and deep convolutional neural network

• Main Authors: Elhassan, Tusneem A., Mohd. Rahim, Mohd. Shafry, Mohd. Hashim, Siti Zaiton, Tan, Tian Swee, Alhaj, Taqwa Ahmed, Ali, Abdulalem, Aljurf, Mahmoud
• Format: Article
• Language: English
• Published: Multidisciplinary Digital Publishing Institute (MDPI) 2023
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://eprints.utm.my/106559/1/MohdShafryMohdRahim2023_ClassificationofAtypicalWhiteBloodCells.pdf; http://eprints.utm.my/106559/; http://dx.doi.org/10.3390/diagnostics13020196

Recent advancements in artificial intelligence (AI) have led to numerous medical discoveries. The field of computer vision (CV) for medical diagnosis has received particular attention. Using images of peripheral blood (PB) smears, CV has been utilized in hematology to detect acute leukemia (AL). Sig...