Ryota Tozuka
Sendai, Japan
Last Updated: 09/26/2026
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Found 18 publications
Clinical evaluation of novel deep learning-based auto-segmentation software: Utility and potential pitfalls.
Journal: Journal of applied clinical medical physics
Published: July 12, 2026
Open-source offline-deployable retrieval-augmented large language model for assisting pancreatic cancer staging.
Journal: Japanese journal of radiology
Published: February 18, 2026
Diagnostic performance of commercial AI systems versus participating radiologists for pulmonary nodule detection in routine clinical practice.
Journal: Japanese journal of radiology
Published: February 04, 2026
Deep learning-based dose prediction in proton beam therapy for hepatocellular carcinoma: comparison of network architectures and loss functions.
Journal: Journal of radiation research
Published: November 15, 2025
Generalizability of deep learning-based dose conversion model in proton beam therapy.
Journal: Journal of applied clinical medical physics
Published: October 22, 2025
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.
Journal: Journal of radiation research
Published: September 23, 2025
Patient-specific breath-hold reproducibility in thoracic and abdominal radiotherapy: comparison of auditory and visual biofeedback.
Journal: Japanese journal of radiology
Published: September 15, 2025
Fractal-driven self-supervised learning enhances early-stage lung cancer GTV segmentation: a novel transfer learning framework.
Journal: Japanese journal of radiology
Published: June 26, 2025
Enhancing pancreatic cancer staging with large language models: the role of retrieval-augmented generation.
Journal: Radiological physics and technology
Published: June 09, 2025
Evaluation of deep learning-based automated radiotherapy planning for early-stage lung cancer using SBRT-VMAT: A comparison with manual planning.
Journal: Journal of applied clinical medical physics
Published: April 16, 2025
Clinical technique: evaluation of detection accuracy in surface-guided radiation therapy using CT references from different treatment planning systems.
Journal: Radiological physics and technology
Published: January 20, 2025
Improvement of deep learning-based dose conversion accuracy to a Monte Carlo algorithm in proton beam therapy for head and neck cancers.
Journal: Journal of radiation research
Published: October 30, 2024
Last Updated: 09/26/2026