F Guo, M Ng, G Kuling, G Wright. Cardiac MRI Segmentation with Sparse Annotations: Ensembling Deep Learning Uncertainty and Shape Prior. Medical Image Analysis (2022).
F Guo, M Ng, I Roifman, G Wright. Cardiac MRI Left Ventricle Segmentation and Biomarker Quanti_cation Using A Pre-trained Neural Network. Applied Sciences (2022).
N Orlando, I Gyacskov, DJ. Gillies, F Guo, C Romagnoli, D D’Souza, DW. Cool, DA. Hoover, and A Fenster. Effect of dataset size, image quality, and image type on deep learning-based automatic prostate segmentation in 3D ultrasound. Physics in Medicine & Biology (2022).
M Sharma, PV Wyszkiewicz, V Desaigoudar, F Guo, D Capaldi, G Parraga. Quantification of pulmonary functional MRI: state-of-the-art and emerging image processing methods and measurements. Physics in Medicine & Biology (2022).
N Bhatt, V Ramanan, A Orbach, L Biswas, M Ng, F Guo, X Qi, L Guo, L Jimenez-Juan, I Roifman, G Wright, N Ghugre. A Deep Learning Segmentation Pipeline for Cardiac T1 Mapping Using MRI Relaxation-Based Synthetic Contrast Augmentation. Radiology: Artificial Intelligence (2022).
F Guo, D Capaldi, DG McCormack, A Fenster, G Parraga. Ultra-short Echo-time MRI Lung Segmentation with Under-annotations and Domain Shift. Medical Image Analysis (2021)
R Zhou*, F Guo*,MR Azarpazhooh, S Hashemi, D Spence, M Ding, A Fenster. Deep learning-based measurement of total plaque area in B-mode ultrasound images. IEEE Journal of Biomedical and Health Informatics (2021).
W Xue, J Li, Z Hu, E Kerfoot, J Clough, I Oksuz, H Xu, V Grau, F Guo, M Ng, X Li, Q Li, L Liu, J Ma, E Grinias, G Tziritas, W Yan, A Atehortua, M Garreau, Y Jang, A Debus, E Ferrante, G Yang, T Hua, and S Li*. Left Ventri-cle Quantification Challenge: A Comprehensive Comparison and Evaluation of Segmentation and Regression for Mid-ventricular Short-axis Cardiac MR Data. IEEE Journal of Biomedical and Health Informatics (2021).
N Bhatt, V Ramanan, H Gunraj, F Guo, X Qi, L Biswas, I Roifman, G Wright, and N Ghugre. Fully Automatic SegmenTal Relaxometry (FASTR) for Cardiac Magnetic Resonance T1 mapping. Medical Physics (2021).
F Guo, M Ng, M Goubran SE. Petersen, SK. Piechnik, S Neubauer, and G Wright. Improving Cardiac MRI Convolutional Neural Network Segmentation on Small Training Datasets and Dataset Shift: A Continuous Kernel Cut Approach. Medical Image Analysis (2020).
R Zhou*, F Guo*,MR Azarpazhooh, JD Spence, E Ukwatta, M Ding and A Fenster. A Voxel-based Fully Convolution Network and Continuous Max-flow for Carotid Vessel-wall-volume Segmentation from 3D Ultrasound Images. IEEE Transactions on Medical Imaging (2020).
DPI Capaldi*, F Guo*, L Xing, and G Parraga. Pulmonary Ventilation Maps generated using Free-breathing Proton MRI and a Deep Convolutional Neural Network. Radiology (2020).
F Guo*, P.R.P. Krahn, T Escartin, I Roifman, and G Wright. Cine and Late Gadolinium Enhancement MRI Registration and Automated Myocardial Infarct Heterogeneity Quantification. Magnetic Resonance in Medicine (2020).
A Westcott*, F Guo*, G Parraga, A Ouriadov. Rapid Single-breath Hyperpolarized Noble Gas MRI Based Biomarkers of Airspace Enlargement. Journal of Magnetic Resonance Imaging (2019, 期刊封面文章）.
F Guo, DPI Capaldi, DG McCormack, A Fenster, and G Parraga. A Framework for Fourier-Decomposition Free-Breathing Pulmonary 1H MRI Ventilation Measurements. Magnetic Resonance in Medicine (2019).
A Ouriadov, F Guo, DG McCormack, and G Parraga. Accelerated Diffusion weighted 129Xe MRI Morphometry of Terminal Airspace Enlargement: Feasibility in Volunteers and Those with Alpha-1 Antitrypsin De_ciency. Magnetic Resonance in Medicine (2019).
F Guo, DPI Capaldi, M Kirby, K Sheikh, S Svenningsen, DG McCormack, A Fenster and G Parraga. Development of a pulmonary imaging biomarker pipeline for phenotyping of chronic lung disease. Journal of Medical Imaging (2018).
H Young, F Guo, R Eddy, G Maksym, and G Parraga. Oscillometry and Pulmonary MRI Measurements of Ventilation Heterogeneity in Obstructive Lung Disease: Relationship to Quality of Life and Disease Control. Journal of Applied Physiology (2018).
DPI Capaldi, RL Eddy, S Svenningsen, F Guo, J Baxter, J McLeod, P Nair, DG McCormack, and G Parraga. Free-breathing Pulmonary MR Imaging to Quantify Regional Ventilation. Radiology (2018).
F Guo, S Svenningsen, M Kirby, DPI Capaldi, K Sheikh, A Fenster, and G Parraga. Thoracic CT-MRI Co-Registration for Regional Pulmonary Structure-Function Measurements of Obstructive Lung Disease. Medical Physics (2017, 期刊封面文章).
DPI Capaldi, K Sheikh, RL Eddy, F Guo, S Svenningsen, P Nair, DG McCormack and G Parraga. Free-breathing Functional Pulmonary MRI: Response to Bronchodilator and Bronchoprovocation in Severe Asthma. Academic Radiology (2017).
K Sheikh, F Guo, DPI Capaldi, et al. Ultrashort Echo Time MRI Biomarkers of Asthma. Journal of Magnetic Resonance Imaging (2017).
S Svenningsen, F Guo, et al. Non-Cystic Fibrosis Bronchiectasis: Regional Abnormalities and Response to Airway Clearance Therapy using Pulmonary Functional Magnetic Resonance Imaging. Academic Radiology (2017).
F Guo, S Svenningsen, R Eddy, DPI Capaldi, K Sheikh, A Fenster, and G Parraga. Anatomical Pulmonary Magnetic Resonance Imaging Segmentation for Regional Structure-Function Measurements in Asthma. Medical Physics (2016).
S Svenningsen, P Nair, F Guo, et al. Is Ventilation Heterogeneity Related to Asthma Control? European Respiratory Journal (2016).
D Leary, S Svenningsen, F Guo, et al. Hyperpolarized 3He Magnetic Resonance Imaging Ventilation Defects in Asthma: Relationship to Airway Mechanics. Physiological reports 4.7 (2016).
DPI Capaldi, F Guo, and G Parraga. Imaging How and Where We Breathe Oxygen: Another Big Short? Journal of thoracic disease (2016).
DPI Capaldi, N Zha, F Guo, et al. Pulmonary Imaging Biomarkers of Gas-trapping and Emphysema in COPD: 3He MRI and CT Parametric Response Maps. Radiology (2016, 期刊封面文章).
D Pike, M Kirby, RL Eddy, F Guo, et al. Regional Heterogeneity of Chronic Obstructive Pulmonary Disease Phenotypes: Pulmonary 3He Magnetic Resonance Imaging and CT. COPD: Journal of Chronic Obstructive Pulmonary Disease (2016).
S Svenningsen, G Paulin, K Sheikh, F Guo, et al. Oscillatory Positive Expiratory Pressure in Chronic Obstructive Pulmonary Disease. COPD: Journal of Chronic Obstructive Pulmonary Disease (2016).
D Pike, M Kirby, F Guo, et al. Ventilation Heterogeneity in Ex-smokers without Airflow Limitation. Academic Radiology (2015).
DPI Capaldi, K Sheikh, F Guo, et al. Free-breathing Pulmonary and Hyperpolarized 3He MRI: Comparison in COPD and Bronchiectasis. Academic Radiology (2015).
W Ma, K Sheikh, S Svenningsen, D Pike, F Guo, et al. Ultrashort Echo Time pulmonary MRI: Evaluation and Reproducibility in COPD Subjects with and without Bronchiectasis. Journal of Magnetic Resonance Imaging (2015).
F Guo, J Yuan, M Rajchl, S Svenningsen, DPI Capaldi, K Sheikh, A Fenster, and G Parraga. Globally Optimal Co-Segmentation of Three-dimensional Pulmonary 1H and Hyperpolarized 3He MRI with Spatial Consistence Prior. Medical Image Analysis (2015).
S Svenningsen, F Guo, M Kirby, et al. Pulmonary Functional Magnetic Resonance Imaging: Asthma Temporal-Spatial Maps. Academic Radiology (2014).
