Hiroyuki Sugimori

Associate professor

Hokkaido University

Japan

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Articles (15)

The Effectiveness of Semi-Supervised Learning Techniques in Identifying Calcifications in X-ray Mammography and the Impact of Different Classification Probabilities

Year:

2024

A Hessian-Based Deep Learning Preprocessing Method for Coronary Angiography Image Analysis

Year:

2024

Development of a Method for Estimating the Angle of Lumbar Spine X-ray Images Using Deep Learning with Pseudo X-ray Images Generated from Computed Tomography

Year:

2024

A Preprocessing Method for Coronary Artery Stenosis Detection Based on Deep Learning

Year:

2024

Estimation of Left and Right Ventricular Ejection Fractions from cine-MRI Using 3D-CNN

Year:

2023

Development of Chest X-ray Image Evaluation Software Using the Deep Learning Techniques

Year:

2023

Automated detection of internal fruit rot in Hass avocado via deep learning-based semantic segmentation of X-ray images

Year:

2023

Non-Invasive Estimation of Gleason Score by Semantic Segmentation and Regression Tasks Using a Three-Dimensional Convolutional Neural Network

Year:

2023

Predicting Mechanical Thrombectomy Outcome and Time Limit through ADC Value Analysis: A Comprehensive Clinical and Simulation Study Using Machine Learning

Year:

2023

Quality Assurance of Chest X-ray Images with a Combination of Deep Learning Methods

Year:

2023

Age Estimation from Brain Magnetic Resonance Images Using Deep Learning Techniques in Extensive Age Range

Year:

2023

Development of a Mammography Calcification Detection Algorithm Using Deep Learning with Resolution-Preserved Image Patch Division

Year:

2023

Medical Radiation Exposure Reduction in PET via Super-Resolution Deep Learning Model

Year:

2022

Artificial intelligence for nuclear medicine in oncology

Year:

2022

Construction of super-rapid brain MRA using oblique transverse acquisition phase contrast angiography with tilted optimized non-saturated excitation pulse

Year:

2022

Collaborators (2)

Shota Ichikawa

Assistant Professor

Niigata University

JAPAN

Kohsuke Kudo

Professor

Hokkaido University Graduate School of Medicine

JAPAN

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