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A review on AI in PET imaging

Annals of nuclear medicine, 2022-02, Vol.36 (2), p.133-143

2022

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Deep neural network‐based computer‐assisted detection of cerebral aneurysms in MR angiography

Journal of magnetic resonance imaging, 2018-04, Vol.47 (4), p.948-953

2018

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AI approach of cycle-consistent generative adversarial networks to synthesize PET images to train computer-aided diagnosis algorithm for dementia

Annals of nuclear medicine, 2020-07, Vol.34 (7), p.512-515

2020

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Machine Learning-Based Diagnosis in Laser Resonance Frequency Analysis for Implant Stability of Orthopedic Pedicle Screws

Sensors (Basel, Switzerland), 2021-11, Vol.21 (22), p.7553

2021

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Automatic detection of primary and metastatic lesions on cervicothoracic region and whole-body bone using a uniform machine-learnable approach for [18F]-FDG-PET/CT image analysis

Physics in medicine & biology, 2022-10, Vol.67 (19), p.195013

2022

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Characterization of Laser-Induced Photothermal Vibration for Young’s Modulus Imaging toward Computer-Aided Detection

Applied sciences, 2023-03, Vol.13 (6), p.3639

2023

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Automatic diagnosis of melanoma using hyperspectral data and GoogLeNet

Skin research and technology, 2020-11, Vol.26 (6), p.891-897

2020

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Pilot study of eruption forecasting with muography using convolutional neural network

Scientific reports, 2020-03, Vol.10 (1), p.5272-5272, Article 5272

2020

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Automated volume measurement of abdominal adipose tissue from entire abdominal cavity in Dixon MR images using deep learning

Radiological physics and technology, 2023-03, Vol.16 (1), p.28-38

2023

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Improvement of Machine Learning-Based Prediction of Pedicle Screw Stability in Laser Resonance Frequency Analysis via Data Augmentation from Micro-CT Images

Applied sciences, 2023-08, Vol.13 (15), p.9037

2023

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Unsupervised Feature Extraction for Various Computer-Aided Diagnosis Using Multiple Convolutional Autoencoders and 2.5-Dimensional Local Image Analysis

Applied sciences, 2023-07, Vol.13 (14), p.8330

2023

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Automatic delineation algorithm of reference region for amyloid imaging based on kinetics

Annals of nuclear medicine, 2020-02, Vol.34 (2), p.102-107

2020

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A Deep Learning System to Diagnose COVID-19 Pneumonia Using Masked Lung CT Images to Avoid AI-generated COVID-19 Diagnoses that Include Data outside the Lungs

Advanced Biomedical Engineering, 2022, Vol.11, pp.76-86

2022

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Automatic Diagnosis of melanoma using Hyperspectral data

Transactions of Japanese Society for Medical and Biological Engineering, 2020, Vol.Annual58(Abstract), pp.275-275

2020

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Additional consideration of image features suitable for melanoma diagnosis

Transactions of Japanese Society for Medical and Biological Engineering, 2020, Vol.Annual58(Abstract), pp.274-274

2020

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Can the spherical gold standards be used as an alternative to painted gold standards for the computerized detection of lesions using voxel-based classification?

Japanese journal of radiology, 2019-03, Vol.37 (3), p.264-273

2019

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Performance Improvement of Automated Melanoma Diagnosis System by Data Augmentation

Advanced Biomedical Engineering, 2020, Vol.9, pp.62-70

2020

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Development of Automatic Visceral Fat Volume Calculation Software for CT Volume Data

Journal of Obesity, 2014-01, Vol.2014 (2014), p.1-7

2014

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Development of KindAI-COVID, a diagnostic support system for COVID pneumonia using CT images

Transactions of Japanese Society for Medical and Biological Engineering, 2021, Vol.Annual59(Abstract), pp.311-311

2021

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Classification of urinary tract stones remediable by ESWL by texture analysis on CT images

Transactions of Japanese Society for Medical and Biological Engineering, 2021, Vol.Annual59(Abstract), pp.309-309

2021

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Utility of U-Net for the objective segmentation of the fibroglandular tissue region on clinical digital mammograms

Biomedical physics & engineering express, 2022-07, Vol.8 (4), p.45016

2022

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Landmark-guided diffeomorphic demons algorithm and its application to automatic segmentation of the whole spine and pelvis in CT images

International journal for computer assisted radiology and surgery, 2017-03, Vol.12 (3), p.413-430

2017

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Appearance Similarity Flow for Quantification of Anatomical Landmark Uncertainty in Medical Images

Advances in Visual Computing, p.12-21

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Quantitative validation on PET image generator using CycleGAN for CAD to dementia

Transactions of Japanese Society for Medical and Biological Engineering, 2021, Vol.Annual59(Abstract), pp.305-305

2021

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Detection of bone metastasis on FDG-PET / CT image using cascade by two types of anomaly detections

Transactions of Japanese Society for Medical and Biological Engineering, 2021, Vol.Annual59(Abstract), pp.316-316

2021

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A review on AI in PET imaging

Deep neural network‐based computer‐assisted detection of cerebral aneurysms in MR angiography

AI approach of cycle-consistent generative adversarial networks to synthesize PET images to train computer-aided diagnosis algorithm for dementia

Machine Learning-Based Diagnosis in Laser Resonance Frequency Analysis for Implant Stability of Orthopedic Pedicle Screws

Automatic detection of primary and metastatic lesions on cervicothoracic region and whole-body bone using a uniform machine-learnable approach for [18F]-FDG-PET/CT image analysis

Characterization of Laser-Induced Photothermal Vibration for Young’s Modulus Imaging toward Computer-Aided Detection

Automatic diagnosis of melanoma using hyperspectral data and GoogLeNet

Pilot study of eruption forecasting with muography using convolutional neural network

Automated volume measurement of abdominal adipose tissue from entire abdominal cavity in Dixon MR images using deep learning

Improvement of Machine Learning-Based Prediction of Pedicle Screw Stability in Laser Resonance Frequency Analysis via Data Augmentation from Micro-CT Images

Unsupervised Feature Extraction for Various Computer-Aided Diagnosis Using Multiple Convolutional Autoencoders and 2.5-Dimensional Local Image Analysis

Automatic delineation algorithm of reference region for amyloid imaging based on kinetics

A Deep Learning System to Diagnose COVID-19 Pneumonia Using Masked Lung CT Images to Avoid AI-generated COVID-19 Diagnoses that Include Data outside the Lungs

Automatic Diagnosis of melanoma using Hyperspectral data

Additional consideration of image features suitable for melanoma diagnosis

Can the spherical gold standards be used as an alternative to painted gold standards for the computerized detection of lesions using voxel-based classification?

Performance Improvement of Automated Melanoma Diagnosis System by Data Augmentation

Development of Automatic Visceral Fat Volume Calculation Software for CT Volume Data

Development of KindAI-COVID, a diagnostic support system for COVID pneumonia using CT images

Classification of urinary tract stones remediable by ESWL by texture analysis on CT images

Utility of U-Net for the objective segmentation of the fibroglandular tissue region on clinical digital mammograms

Landmark-guided diffeomorphic demons algorithm and its application to automatic segmentation of the whole spine and pelvis in CT images

Appearance Similarity Flow for Quantification of Anatomical Landmark Uncertainty in Medical Images

Quantitative validation on PET image generator using CycleGAN for CAD to dementia

Detection of bone metastasis on FDG-PET / CT image using cascade by two types of anomaly detections

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