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Nathan Van Woudenberg
Nathan Van Woudenberg
Machine Learning Analyst, University of British Columbia
Dirección de correo verificada de ece.ubc.ca
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Automatic biplane left ventricular ejection fraction estimation with mobile point-of-care ultrasound using multi-task learning and adversarial training
MH Jafari, H Girgis, N Van Woudenberg, Z Liao, R Rohling, K Gin, ...
International journal of computer assisted radiology and surgery 14, 1027-1037, 2019
522019
Cardiac point-of-care to cart-based ultrasound translation using constrained CycleGAN
MH Jafari, H Girgis, N Van Woudenberg, N Moulson, C Luong, A Fung, ...
International journal of computer assisted radiology and surgery 15, 877-886, 2020
322020
Quantitative echocardiography: real-time quality estimation and view classification implemented on a mobile android device
N Van Woudenberg, Z Liao, AH Abdi, H Girgis, C Luong, H Vaseli, ...
Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis …, 2018
162018
U-land: uncertainty-driven video landmark detection
MH Jafari, C Luong, M Tsang, AN Gu, N Van Woudenberg, R Rohling, ...
IEEE Transactions on Medical Imaging 41 (4), 793-804, 2021
152021
Toward a real-time system for temporal enhanced ultrasound-guided prostate biopsy
S Azizi, N Van Woudenberg, S Sojoudi, M Li, S Xu, EM Abu Anas, P Yan, ...
International journal of computer assisted radiology and surgery 13, 1201-1209, 2018
132018
Deep Bayesian image segmentation for a more robust ejection fraction estimation
MH Jafari, N Van Woudenberg, C Luong, P Abolmaesumi, T Tsang
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 1264-1268, 2021
112021
Efficient echocardiogram view classification with sampling-free uncertainty estimation
AN Gu, C Luong, MH Jafari, N Van Woudenberg, H Girgis, ...
Simplifying Medical Ultrasound: Second International Workshop, ASMUS 2021 …, 2021
82021
Imaging Biomarker Knowledge Transfer for Attention-Based Diagnosis of COVID-19 in Lung Ultrasound Videos
T Lum, M Mahdavi, O Frenkel, C Lee, MH Jafari, FT Dezaki, ...
Simplifying Medical Ultrasound: Second International Workshop, ASMUS 2021 …, 2021
72021
COVID-19 Diagnosis by point of care lung ultrasound: A novel deep learning artificial intelligence method
T Lum, M Mahdavi, C Lee, O Frenkel, F Dezaki, M Jafari, ...
Canadian Journal of Cardiology 37 (10), S77-S78, 2021
42021
Multi-task deep learning for segmentation and landmark detection in obstetric sonography
MB Allan, MH Jafari, NV Woudenberg, O Frenkel, D Murphy, T Wee, ...
Medical Imaging 2022: Image-Guided Procedures, Robotic Interventions, and …, 2022
32022
Artificial intelligence assessment of left ventricular volumes and function on POCUS imaging
N Moulson, A Fung, S Balthazaar, H Girgis, N Van Woudenberg, C Luong, ...
Canadian Journal of Cardiology 35 (10), S3-S4, 2019
32019
Can Artificial Intelligence assess image quality in point-of-care ultrasound?
A Fung, N Moulson, S Balthazaar, H Girgis, N Van Woudenberg, ...
Canadian Journal of Cardiology 35 (10), S146, 2019
22019
Machine learning derived echocardiographic image quality in patients with left ventricular systolic dysfunction: insights on the echo views of greatest image quality
CL Luong, D Behnami, Z Liao, DF Yeung, MYC Tsang, ...
The International Journal of Cardiovascular Imaging 39 (7), 1313-1321, 2023
12023
Differential Learning from Sparse and Noisy Labels for Robust Detection of Clinical Landmarks in Echo Cine Series
N Van Woudenberg, M Jafari, P Abolmaesumi, T Tsang
Simplifying Medical Ultrasound: Third International Workshop, ASMUS 2022 …, 2022
12022
Validation of machine learning models for estimation of left ventricular ejection fraction on point-of-care ultrasound: insights on features that impact performance
CL Luong, MH Jafari, D Behnami, YR Shah, L Straatman, ...
Echo Research & Practice 11 (1), 9, 2024
2024
Differential Learning from Sparse and Noisy Labels for Robust Detection of Clinical Landmarks in Echo Cine Series
M Mahdavi, H Vaseli, C Luong, N Van Woudenberg, M Jafari, ...
International Workshop on Advances in Simplifying Medical Ultrasound, 44-53, 2022
2022
Imaging Biomarker Knowledge Transfer for Attention-Based Diagnosis of COVID-19 in Lung Ultrasound Videos
MH Jafari, FT Dezaki, N Van Woudenberg, AN Gu, P Abolmaesumi, ...
Simplifying Medical Ultrasound, 159, 0
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Artículos 1–17