Yuhei Koike

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Osaka University

Japan

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Recent Grants

Grant: Close

A novel stereotactic radiotherapy treatment planning using artificial intelligence for patients with brain metastases

Open Date: 2021-04-01

Close Date: 2024-03-31

Grant: Close

Automatic treatment planning based on patient-specific dose distribution using deep learning

Open Date: 2020-04-01

Close Date: 2023-03-31

Articles (10)

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2024

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2024

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2024

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2023

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2023

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2023

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2023

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2023

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2022

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2022

Collaborators (2)

Mitsuhiro Nakamura

Kyoto University

JAPAN

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Satoaki Nakamura

Professor

Kansai Medical University

JAPAN

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Yuhei Koike

Research Interests

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Recent Grants

Articles (10)

Cone-Beam CT to CT Image Translation Using a Transformer-Based Deep Learning Model for Prostate Cancer Adaptive Radiotherapy

Synthetic Low-Energy Monochromatic Image Generation in Single-Energy Computed Tomography System Using a Transformer-Based Deep Learning Model

Artificial intelligence-based image-domain material decomposition in single-energy computed tomography for head and neck cancer

Artificial intelligence-aided lytic spinal bone metastasis classification on CT scans

Clinical target volume segmentation based on gross tumor volume using deep learning for head and neck cancer treatment

Extracting the gradient component of the gamma index using the Lie derivative method

Effective optimization strategy for large optimization volume object, remaining volume at risk (RVR): α-value selection and usage from generalized equivalent uniform dose (gEUD) curve deviation perspective

Patient-specific three-dimensional dose distribution prediction via deep learning for prostate cancer therapy: Improvement with the structure loss

Novel angular evaluation method for radiation field using Lie derivative

Pseudo low-energy monochromatic imaging of head and neck cancers: Deep learning image reconstruction with dual-energy CT

Collaborators (2)

Mitsuhiro Nakamura

Satoaki Nakamura

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