Blake VanBerlo

Orcid: 0000-0002-1593-8275

According to our database1, Blake VanBerlo authored at least 11 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
A survey of the impact of self-supervised pretraining for diagnostic tasks in medical X-ray, CT, MRI, and ultrasound.
BMC Medical Imaging, December, 2024

Intra-video Positive Pairs in Self-Supervised Learning for Ultrasound.
CoRR, 2024

2023
A Survey of the Impact of Self-Supervised Pretraining for Diagnostic Tasks with Radiological Images.
CoRR, 2023

Self-Supervised Pretraining Improves Performance and Inference Efficiency in Multiple Lung Ultrasound Interpretation Tasks.
IEEE Access, 2023

Exploring the Utility of Self-Supervised Pretraining Strategies for the Detection of Absent Lung Sliding in M-Mode Lung Ultrasound.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Accurate assessment of the lung sliding artefact on lung ultrasonography using a deep learning approach.
Comput. Biol. Medicine, 2022

2021
Interpretable machine learning approaches to prediction of chronic homelessness.
Eng. Appl. Artif. Intell., 2021

Dream to Explore: Adaptive Simulations for Autonomous Systems.
CoRR, 2021

Univariate Long-Term Municipal Water Demand Forecasting.
CoRR, 2021

Improving central line needle insertions using in-situ vascular reconstructions.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2021

2020
Automatic segmentation of the carotid artery and internal jugular vein from 2D ultrasound images for 3D vascular reconstruction.
Int. J. Comput. Assist. Radiol. Surg., 2020


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