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Nobuji Kouno

Comparison of Vision Transformers and Convolutional Neural Networks in Medical Image Analysis: A Systematic Review
2024 · Satoshi Takahashi, Yusuke Sakaguchi, et al. · Journal of Medical Systems · 393
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Introducing AI to the molecular tumor board: one direction toward the establishment of precision medicine using large-scale cancer clinical and biological information
2022 · Ryuji Hamamoto, Takafumi Koyama, et al. · Experimental Hematology and Oncology · 50
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Mechanism of ERBB2 gene overexpression by the formation of super-enhancer with genomic structural abnormalities in lung adenocarcinoma without clinically actionable genetic alterations
2024 · Syuzo Kaneko, Ken Takasawa, et al. · Molecular Cancer · 25
Sketch-based semantic retrieval of medical images
2023 · Kazuma Kobayashi, Lin Gu, et al. · Medical Image Analysis · 21
Analysis of super-enhancer using machine learning and its application to medical biology
2023 · Ryuji Hamamoto, Ken Takasawa, et al. · Briefings in Bioinformatics · 21
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Implementing generative artificial intelligence in precision oncology: safety, governance, and significance
2026 · Ryuji Hamamoto, Takafumi Koyama, et al. · Journal of Hematology & Oncology · 8
Current status and future direction of cancer research using artificial intelligence for clinical application
2024 · Ryuji Hamamoto, Masaaki Komatsu, et al. · Cancer Science · 7
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Advances in cancer DNA methylation analysis with methPLIER: use of non-negative matrix factorization and knowledge-based constraints to enhance biological interpretability
2024 · Ken Takasawa, Ken Asada, et al. · Experimental & Molecular Medicine · 7
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SEgene identifies links between super enhancers and gene expression across cell types
2025 · Norio Shinkai, Ken Asada, et al. · npj Systems Biology and Applications · 5
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A discrimination model by machine learning to avoid gastrectomy for early gastric cancer
2023 · Tsutomu Hayashi, Ken Takasawa, et al. · Annals of Gastroenterological Surgery · 5
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Introduction of AI Technology for Objective Physical Function Assessment
2024 · Nobuji Kouno, Satoshi Takahashi, et al. · Bioengineering · 4
Establishment of a machine learning model for predicting splenic hilar lymph node metastasis
2025 · Kenichi Ishizu, Satoshi Takahashi, et al. · npj Digital Medicine · 3
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Prediction recurrence in stage I epidermal growth factor receptor-mutated non-small cell lung cancer using multi-modal data
2025 · Akiko Tateishi, Hidehito Horinouchi, et al. · Lung Cancer · 2
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10089-co-4 Development of a Physician Support System for Analysis of Genetic Mutations in Brain Tumors and Selection of Clinical Trials Using Large-scale Language Models (llms) With Retriever
2023 · Satoshi Takahashi, Taijyun Hana, et al. · Neuro-Oncology Advances · 1
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Development and validation of a prediction model for the recurrence of stage 1 EGFR mutation positive NSCLC in patients using machine learning with WES-based gene sets.
2023 · Akiko Tateishi, Hidehito Horinouchi, et al. · Journal of Clinical Oncology · 1
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AI-Driven Three-Dimensional Reconstruction of Fetal Cardiovascular Pathways from Ultrasound Sweep Videos for Congenital Heart Disease Screening
2026 · Naoaki Harada, Masaaki Komatsu, et al. · Bioengineering
Rules or Character? Scaling Laws for AI Safety Design
2026 · Takahashi, Satoshi, Kouno, Nobuji, et al. · arXiv (Cornell University)
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[The Next Frontier of Medical AI in Brain Tumor Care:From Prediction to Trust].
2026 · Satoshi Takahashi, Nobuji Kouno, et al. · PubMed
Applying a large language model to detect immune-related adverse events in electronic health records: Effect of integrating prescription and laboratory data on accuracy.
2026 · Yukiko Shimoda Igawa, Hidehito Horinouchi, et al. · Journal of Clinical Oncology
Ai身体機能評価システム構築に向けた診察室模倣動作の慣性計測装置データ解析
2026 · Kouno, Nobuji · Institutional Repositories DataBase (IRDB)
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Validation of the postoperative prognostication tool PREDICT version 2.2 and 3.0 using data from the National cancer center hospital in Japan
2026 · Hiromi Hashiguchi, Nobuji Kouno, et al. · Breast Cancer
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Prediction of Recurrence in Stage I EGFR-Mutated Non-Small Cell Lung Cancer: Combining CT Features, Clinical Information and Machine Learning-Selected Co-Occurring Gene Alterations
2025 · Akiko Tateishi, Hidehito Horinouchi, et al. · SSRN Electronic Journal
Analysis of Inertial Measurement Unit Data for an AI-Based Physical Function Assessment System Using In-Clinic-like Movements
2024 · Nobuji Kouno, Satoshi Takahashi, et al. · Bioengineering
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Prediction of recurrence in stage I EGFR mutation-positive NSCLC: Combination of CT appearance and selected co-occurring gene alterations by machine learning.
2024 · Akiko Tateishi, Hidehito Horinouchi, et al. · Journal of Clinical Oncology
Works count: 37
Citation count: 553
H-index: 7
I10-index: 5
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