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Acta Cytologica|July 21, 2025
Relationship Between Artificial Intelligence-Based Cell Detection and Cytomorphological Variations Induced by Cell-Processing Solutions: Usefulness of Data Augmentation in Artificial Intelligence CytologyNanako Sakabe, Yuma Yoshizaki, Kenta Fukuda, et al.
American Journal of Clinical Pathology|March 18, 2023
Effect of Specimen Processing Technique on Cell Detection and Classification by Artificial IntelligenceSayumi Maruyama, Nanako Sakabe, Chihiro Ito, et al.
Acta Cytologica|September 6, 2022
Relationship between Liquid-Based Cytology Preservative Solutions and Artificial Intelligence: Liquid-Based Cytology Specimen Cell Detection Using YOLOv5 Deep Convolutional Neural NetworkKatsuhide Ikeda, Nanako Sakabe, Sayumi Maruyama, et al.
Diagnostic Cytopathology|June 17, 2023
Effect of liquid-based cytology fixing solution on immunocytochemistry: Efficacy of antigen retrieval in cytologic specimensNanako Sakabe, Sayumi Maruyama, Chihiro Ito, et al.
European Journal of Obstetrics, Gynecology, and Reproductive Biology|March 27, 2026
Classification of histological types in ovarian cancer using deep learningKenta Fukuda, Nanako Sakabe, Shouichi Sato, et al.
Acta Cytologica|October 13, 2022
Immunocytochemical Reactivity Comparison between Formalin-Fixed and Liquid-Based Cytology-Fixed SpecimensNanako Sakabe, Sayumi Maruyama, Chihiro Ito, et al.
American Journal of Clinical Pathology|July 30, 2025
Deep learning neural network of adenocarcinoma detection in effusion cytologyKatsuhide Ikeda, Nanako Sakabe, Kenta Fukuda, et al.
American Journal of Clinical Pathology|December 22, 2023
Staining, magnification, and algorithmic conditions for highly accurate cell detection and cell classification by deep learningKatsuhide Ikeda, Nanako Sakabe, Chihiro Ito, et al.
Cytopathology : Official Journal of the British Society for Clinical Cytology|April 13, 2023
Relationship between a deep learning model and liquid-based cytological processing techniquesKatsuhide Ikeda, Nanako Sakabe, Sayumi Maruyama, et al.
Acta Cytologica|October 13, 2021
Characterizing the Effect of Processing Technique and Solution Type on Cytomorphology Using Liquid-Based CytologyKatsuhide Ikeda, Wataru Oboshi, Yusuke Hashimoto, et al.
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