The Effectiveness of Data Augmentation for Mature White Blood Cell Image Classification in Deep Learning — Selection of an Optimal Technique for Hematological Morphology Recognition — Hiroyuki NOZAKAKosuke KAMATAKazufumi YAMAGATA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2023/05/01 Vol. E106-DNo. 5pp. 707-714 Type of Manuscript: Special Section PAPER (Special Section on Deep Learning Technologies: Architecture, Optimization, Techniques, and Applications) Category: Smart Healthcare Keyword: data augmentation, medical artificial intelligence, convolutional neural network, white blood cell, hematology,