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Masatoshi Abe

Observed name: Masatoshi ABE
ORCID: 0000-0002-4597-6109
Observed ORCID: 0000-0002-4597-6109
OpenAlex ID: A5084306408
Application of deep learning as an ancillary diagnostic tool for thyroid FNA cytology
2022 · Mitsuyoshi Hirokawa, Hirohiko Niioka, et al. · Cancer Cytopathology · 46
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Deep Learning Analysis of Histologic Images from Intestinal Specimen Reveals Adipocyte Shrinkage and Mast Cell Infiltration to Predict Postoperative Crohn Disease
2022 · Hiroki Kiyokawa, Masatoshi Abe, et al. · American Journal Of Pathology · 34
A deep learning approach to predict differentiation outcomes in hypothalamic-pituitary organoids
2024 · Tomoyoshi Asano, Hidetaka Suga, et al. · Communications Biology · 27
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Self-Supervised Learning for Feature Extraction from Glomerular Images and Disease Classification with Minimal Annotations
2024 · Masatoshi Abe, Hirohiko Niioka, et al. · Journal of the American Society of Nephrology · 8
Domain-adaptive semi-supervised learning for efficient rare pathological lesion detection with minimal annotation
2025 · Isao Matsui, Ayumi Matsumoto, et al. · npj Digital Medicine · 7
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Selective identification of polyploid hepatocellular carcinomas with poor prognosis by artificial intelligence-based pathological image recognition
2025 · Takanori Matsuura, Masatoshi Abe, et al. · Communications Medicine · 5
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Weakly-supervised breast cancer classification on MUSE fluorescence images with attention-based deep learning
2026 · Ryuta Nakao, Tomoya Matsui, et al. · Advanced Biomedical and Clinical Diagnostic and Surgical Guidance Systems · 1
Pixel Tampering: Does Face Redaction Harm Medical AI Performance?
2025 · Eduardo M. J. M. Farina, Felipe A. Matsuoka, et al. · Journal of Imaging Informatics in Medicine · 1
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Automated acquisition of thyroid cytology image features using self-supervised learning and application to image classification
2026 · Masatoshi Abe, Ayana Suzuki, et al. · Communications Medicine
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Weakly supervised attention-based learning supports breast cancer detection on deep ultraviolet-excitation fluorescence images
2026 · Ryuta Nakao, Tomoya Matsui, et al. · Scientific Reports
Determination of human polyploid hepatocellular carcinoma by pathological image diagnosis utilizing artificial intelligence
2023 · Tomonori Matsumoto, Takanori Matsuura, et al. · Journal of Hepatology
Development and utilization of AI for differential diagnosis in cytology of the thyroid (ADDICT)
2022 · Mitsuyoshi HIROKAWA, Hirohiko NIIOKA, et al. · 日本臨床細胞学会雑誌
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Works count: 14
Citation count: 130
H-index: 5
I10-index: 3
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