Ryota Tozuka

23PUBLICATIONS
19CO-AUTHORS
Software testing, verification and validationPredictive and prognostic markersRadiation therapyNatural language processingMathematical aspects of classical mechanics, quantum mechanics and quantum information theory
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Publications (23)

|Sep 22, 2026
Clinical impact of introducing automated plan checking in radiation therapy: effects on workflow efficiency, cognitive load and usability.

|Aug 18, 2026
Ensemble principal component analysis-based multi-omics for radiation pneumonitis prediction in stage III non-small cell lung cancer: a pipeline comparison.

|May 26, 2026
Development of a practical and high-speed deep learning-based dose calculation model in boron neutron capture therapy for head and neck cancer.

|May 09, 2026
Feasibility of retrieval-augmented generation for large language models with Japanese input in radiotherapy.

|May 06, 2026
Deep learning-based dose prediction in proton beam therapy for hepatocellular carcinoma: comparison of network architectures and loss functions.

|Feb 27, 2026
Generalizability of deep learning-based dose conversion model in proton beam therapy.

Ryohei Kato, Noriyuki Kadoya, Takahiro Kato

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Frequent Collaborators

8 joint publications

Keiichi Jingu

4 joint publications

Yoshiyuki Katsuta

4 joint publications

Ryohei Kato

4 joint publications

Takahiro Kato