Kazufumi Yamagata

According to our database, Kazufumi Yamagata authored at least 3 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

AI-Powered Auto-Classification of Blood Cells in Bone Marrow Smear Testing.

Hiroyuki Nozaka, Haruto Okuse, Aono Nakata, Mihoko Kushibiki, Shu Ogasawara, Masahiro Ishiyama, Kosuke Kamata, Kazufumi Yamagata

Proceedings of the MEDINFO 2025 - Healthcare Smart × Medicine Deep, 2025

2023

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 Nozaka, Kosuke Kamata, Kazufumi Yamagata

IEICE Trans. Inf. Syst., May, 2023

2021

The Effect of Data Augmentation in Deep Learning Approach for Peripheral Blood Leukocyte Recognition.

Hiroyuki Nozaka, Miku Oda, Ami Sasaki, Honoka Harako, Mae Miyazaki, Suzuka Kaga, Niina Sakaiya, Kyouka Kudo, Shou Kimura, Manabu Nakano, Miyuki Fujioka, Kazufumi Yamagata

Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021