Development of a convolutional neural network to differentiate among the etiology of similar appearing pathological B lines on lung ultrasound: a deep learning study
Arntfield, Robert, VanBerlo, Blake, Alaifan, Thamer, Phelps, Nathan, White, Matthew, Chaudhary, Rushil, Ho, Jordan, Wu, Derek
Published in BMJ open (05.03.2021)
Published in BMJ open (05.03.2021)
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Journal Article
Intra-video positive pairs in self-supervised learning for ultrasound
VanBerlo, Blake, Wong, Alexander, Hoey, Jesse, Arntfield, Robert
Published in Frontiers in Imaging (20.06.2024)
Published in Frontiers in Imaging (20.06.2024)
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Journal Article
Automatic segmentation of the carotid artery and internal jugular vein from 2D ultrasound images for 3D vascular reconstruction
Groves, Leah A., VanBerlo, Blake, Veinberg, Natan, Alboog, Abdulrahman, Peters, Terry M., Chen, Elvis C. S.
Published in International journal for computer assisted radiology and surgery (01.11.2020)
Published in International journal for computer assisted radiology and surgery (01.11.2020)
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Journal Article
Automation of Lung Ultrasound Interpretation via Deep Learning for the Classification of Normal versus Abnormal Lung Parenchyma: A Multicenter Study
Arntfield, Robert, Wu, Derek, Tschirhart, Jared, VanBerlo, Blake, Ford, Alex, Ho, Jordan, McCauley, Joseph, Wu, Benjamin, Deglint, Jason, Chaudhary, Rushil, Dave, Chintan, VanBerlo, Bennett, Basmaji, John, Millington, Scott
Published in Diagnostics (Basel) (04.11.2021)
Published in Diagnostics (Basel) (04.11.2021)
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Journal Article
Enhancing Annotation Efficiency with Machine Learning: Automated Partitioning of a Lung Ultrasound Dataset by View
VanBerlo, Bennett, Smith, Delaney, Tschirhart, Jared, VanBerlo, Blake, Wu, Derek, Ford, Alex, McCauley, Joseph, Wu, Benjamin, Chaudhary, Rushil, Dave, Chintan, Ho, Jordan, Deglint, Jason, Li, Brian, Arntfield, Robert
Published in Diagnostics (Basel) (28.09.2022)
Published in Diagnostics (Basel) (28.09.2022)
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Journal Article
Improving the Generalizability and Performance of an Ultrasound Deep Learning Model Using Limited Multicenter Data for Lung Sliding Artifact Identification
Wu, Derek, Smith, Delaney, VanBerlo, Blake, Roshankar, Amir, Lee, Hoseok, Li, Brian, Ali, Faraz, Rahman, Marwan, Basmaji, John, Tschirhart, Jared, Ford, Alex, VanBerlo, Bennett, Durvasula, Ashritha, Vannelli, Claire, Dave, Chintan, Deglint, Jason, Ho, Jordan, Chaudhary, Rushil, Clausdorff, Hans, Prager, Ross, Millington, Scott, Shah, Samveg, Buchanan, Brian, Arntfield, Robert
Published in Diagnostics (Basel) (01.06.2024)
Published in Diagnostics (Basel) (01.06.2024)
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Journal Article
Exploring the Utility of Self-Supervised Pretraining Strategies for the Detection of Absent Lung Sliding in M-Mode Lung Ultrasound
VanBerlo, Blake, Li, Brian, Wong, Alexander, Hoey, Jesse, Arntfield, Robert
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2023)
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Conference Proceeding
Accurate assessment of the lung sliding artefact on lung ultrasonography using a deep learning approach
VanBerlo, Blake, Wu, Derek, Li, Brian, Rahman, Marwan A., Hogg, Gregory, VanBerlo, Bennett, Tschirhart, Jared, Ford, Alex, Ho, Jordan, McCauley, Joseph, Wu, Benjamin, Deglint, Jason, Hargun, Jaswin, Chaudhary, Rushil, Dave, Chintan, Arntfield, Robert
Published in Computers in biology and medicine (01.09.2022)
Published in Computers in biology and medicine (01.09.2022)
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Journal Article
Prospective Real-Time Validation of a Lung Ultrasound Deep Learning Model in the ICU
Dave, Chintan, Wu, Derek, Tschirhart, Jared, Smith, Delaney, VanBerlo, Blake, Deglint, Jason, Ali, Faraz, Chaudhary, Rushil, VanBerlo, Bennett, Ford, Alex, Rahman, Marwan A, McCauley, Joseph, Wu, Benjamin, Ho, Jordan, Li, Brian, Arntfield, Robert
Published in Critical care medicine (01.02.2023)
Published in Critical care medicine (01.02.2023)
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Journal Article
Exploring the Utility of Self-Supervised Pretraining Strategies for the Detection of Absent Lung Sliding in M-Mode Lung Ultrasound
VanBerlo, Blake, Li, Brian, Wong, Alexander, Hoey, Jesse, Arntfield, Robert
Year of Publication 05.04.2023
Year of Publication 05.04.2023
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Journal Article