Mizuho Nishio

Kobe, Japan

Last Updated: 09/26/2026

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Found 90 publications

Zero-Shot Performance of Six Vision-Language Models for Lung Nodule Detection on Chest Radiographs.

Zero-Shot Performance of Six Vision-Language Models for Lung Nodule Detection on Chest Radiographs.

Journal: AJR. American journal of roentgenology

Published: August 05, 2026

Development and evaluation of AI model with deep learning for segmentation of extraocular muscles in thyroid eye disease.

Development and evaluation of AI model with deep learning for segmentation of extraocular muscles in thyroid eye disease.

Journal: PloS one

Published: February 19, 2026

Development and evaluation of a deep learning-assisted diagnostic support system for radiographer preliminary clinical evaluation of intracranial hemorrhage.

Development and evaluation of a deep learning-assisted diagnostic support system for radiographer preliminary clinical evaluation of intracranial hemorrhage.

Journal: PeerJ

Published: December 09, 2025

Automatic acromegaly detection using deep learning on hand images: a multicenter observational study.

Automatic acromegaly detection using deep learning on hand images: a multicenter observational study.

Journal: The Journal of clinical endocrinology and metabolism

Published: October 06, 2025

Zero-TE MRI-based attenuation correction for bone components on chest [18F] FDG PET/MRI: accuracy, repeatability, and external validation of an unsupervised deep learning approach using unpaired PET/CT data.

Zero-TE MRI-based attenuation correction for bone components on chest [18F] FDG PET/MRI: accuracy, repeatability, and external validation of an unsupervised deep learning approach using unpaired PET/CT data.

Journal: Annals of nuclear medicine

Published: September 24, 2025

Artificial intelligence for chest radiography: an overview of techniques, challenges, and future directions.

Artificial intelligence for chest radiography: an overview of techniques, challenges, and future directions.

Journal: npj health systems

Published: July 14, 2025

Clinical Usefulness of Multimodal Generative Artificial Intelligence on Chest Radiography.

Clinical Usefulness of Multimodal Generative Artificial Intelligence on Chest Radiography.

Journal: AJR. American journal of roentgenology

Published: July 09, 2025

Identification of high-priority radiology reports with unexpected findings using fine-tuned large language models.

Identification of high-priority radiology reports with unexpected findings using fine-tuned large language models.

Journal: European radiology

Published: May 07, 2025

Gene expression cluster differences and molecular correlation with the STING pathway in orbital MALT lymphoma and orbital IgG4-related eye disease.

Gene expression cluster differences and molecular correlation with the STING pathway in orbital MALT lymphoma and orbital IgG4-related eye disease.

Journal: Discover oncology

Published: March 13, 2025

Exploring Multilingual Large Language Models for Enhanced TNM Classification of Radiology Report in Lung Cancer Staging.

Exploring Multilingual Large Language Models for Enhanced TNM Classification of Radiology Report in Lung Cancer Staging.

Journal: Cancers

Published: August 28, 2024

[[Applications] 11. Automatic Generation of Radiology Reports for Chest X-ray Images].

[[Applications] 11. Automatic Generation of Radiology Reports for Chest X-ray Images].

Journal: Nihon Hoshasen Gijutsu Gakkai zasshi

Published: June 19, 2024

Optimizing statistical evaluation of multiclass classification in diagnostic radiology: a study of the two-parameter multidimensional nominal response model.

Optimizing statistical evaluation of multiclass classification in diagnostic radiology: a study of the two-parameter multidimensional nominal response model.

Journal: PeerJ. Computer science

Published: May 31, 2024

Showing 1-12 of 90

Last Updated: 09/26/2026