Ryota Tozuka

22PUBLICATIONS
18CO-AUTHORS
Predictive and prognostic markersRadiation therapyNatural language processingMathematical aspects of classical mechanics, quantum mechanics and quantum information theoryLanguage documentation and description
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Publications (22)

|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

|Feb 05, 2026
Evaluation of deliverable dose-mimicking automated volumetric arc radiation therapy planning for stage III non-small cell lung cancer patients: comparison with a commercial DVH-predicted automated planning system.

Takeru Nakajima, Noriyuki Kadoya, Ryota Tozuka

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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