Fumin Guo

1 King's College Circle, Canada M5S A18
Toronto, ON, Canada

Last Updated: 09/26/2026

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Found 28 publications

MRI Accurately Visualizes RF Ablation Delivery Targeted to MRI-Defined Arrhythmia Substrates in the Left Ventricle.

MRI Accurately Visualizes RF Ablation Delivery Targeted to MRI-Defined Arrhythmia Substrates in the Left Ventricle.

Journal: IEEE transactions on bio-medical engineering
Published: April 22, 2024

Estimating Uncertainty in Neural Networks for Cardiac MRI Segmentation: A Benchmark Study.

Estimating Uncertainty in Neural Networks for Cardiac MRI Segmentation: A Benchmark Study.

Journal: IEEE transactions on bio-medical engineering
Published: April 04, 2023

Quantification of pulmonary functional MRI: state-of-the-art and emerging image processing methods and measurements.

Quantification of pulmonary functional MRI: state-of-the-art and emerging image processing methods and measurements.

Journal: Physics in medicine and biology
Published: April 26, 2022

A Deep Learning Segmentation Pipeline for Cardiac T1 Mapping Using MRI Relaxation-based Synthetic Contrast Augmentation.

A Deep Learning Segmentation Pipeline for Cardiac T1 Mapping Using MRI Relaxation-based Synthetic Contrast Augmentation.

Journal: Radiology. Artificial intelligence
Published: November 24, 2021

Effect of dataset size, image quality, and image type on deep learning-based automatic prostate segmentation in 3D ultrasound.

Effect of dataset size, image quality, and image type on deep learning-based automatic prostate segmentation in 3D ultrasound.

Journal: Physics in medicine and biology
Published: August 27, 2021

Left Ventricle Quantification Challenge: A Comprehensive Comparison and Evaluation of Segmentation and Regression for Mid-Ventricular Short-Axis Cardiac MR Data.

Left Ventricle Quantification Challenge: A Comprehensive Comparison and Evaluation of Segmentation and Regression for Mid-Ventricular Short-Axis Cardiac MR Data.

Journal: IEEE journal of biomedical and health informatics
Published: March 08, 2021

Pulmonary Ventilation Maps Generated with Free-breathing Proton MRI and a Deep Convolutional Neural Network.

Pulmonary Ventilation Maps Generated with Free-breathing Proton MRI and a Deep Convolutional Neural Network.

Journal: Radiology
Published: December 08, 2020

Cine and late gadolinium enhancement MRI registration and automated myocardial infarct heterogeneity quantification.

Cine and late gadolinium enhancement MRI registration and automated myocardial infarct heterogeneity quantification.

Journal: Magnetic resonance in medicine
Published: August 02, 2020

Ultra-short echo-time magnetic resonance imaging lung segmentation with under-Annotations and domain shift.

Ultra-short echo-time magnetic resonance imaging lung segmentation with under-Annotations and domain shift.

Journal: Medical image analysis
Published: June 21, 2020

Improving cardiac MRI convolutional neural network segmentation on small training datasets and dataset shift: A continuous kernel cut approach.

Improving cardiac MRI convolutional neural network segmentation on small training datasets and dataset shift: A continuous kernel cut approach.

Journal: Medical image analysis
Published: June 06, 2019

Rapid single-breath hyperpolarized noble gas MRI-based biomarkers of airspace enlargement.

Rapid single-breath hyperpolarized noble gas MRI-based biomarkers of airspace enlargement.

Journal: Journal of magnetic resonance imaging : JMRI
Published: September 17, 2018

A framework for Fourier-decomposition free-breathing pulmonary 1 H MRI ventilation measurements.

A framework for Fourier-decomposition free-breathing pulmonary 1 H MRI ventilation measurements.

Journal: Magnetic resonance in medicine
Published: July 27, 2018
Showing 1-12 of 28

Last Updated: 09/26/2026