Hiroyuki Nozaka

According to our database, Hiroyuki Nozaka authored at least 6 papers between 2013 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

2019

Development of Albumin Analyzer with Whole Blood and Application to Telemedicine for Patient Nutrition Management in Home Health Nursing.

Hiroyuki Nozaka, H. Sazawa, S. Shiroto, Manabu Nakano, H. Takami

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

Detection Algorithm for Inadequate Blood Specimens Due to Contamination with an Infusion Solution in the Clinical Chemistry Tests: Prevention of Incidents by Blood Draw Error.

Hiroyuki Nozaka, H. Sazawa, E. Ozaki, Manabu Nakano, H. Takami

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

2013

Multi-Layer Virtual Slide Scanning System with Multi-Focus Image Fusion for Cytopathology and Image Diagnosis.

Hiroyuki Nozaka, Tomisato Miura, Zhongxi Zheng

IEICE Trans. Inf. Syst., 2013