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Paper detail

The Role of Pleura and Adipose in Lung Ultrasound AI

In this paper, we study the significance of the pleura and adipose tissue in lung ultrasound AI analysis. We highlight their more prominent appearance when using high-frequency linear (HFL) instead of curvilinear ultrasound probes, showing HFL reveals better pleura detail. We compare the diagnostic utility of the pleura and adipose tissue using an HFL ultrasound probe. Masking the adipose tissue during training and inference (while retaining the pleural line and Merlin's space artifacts such as A-lines and B-lines) improved the AI model's diagnostic accuracy.

preprint2022arXivOpen access
Gautam Rajendrakumar GareWanwen ChenAlex Ling Yu HungEdward ChenHai V. TranTom FoxPete LoweryKevin ZamoraBennett P deBoisblancRicardo Luis RodriguezJohn Michael Galeotti
eess.IVComputer Vision
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Open access11 authors2 topics
Imported metadata coverageMissing code, dataset, citation and institution fields are tracked without dominating the paper.Details
Citations: 0Reviews: 0Saves: 0Code: not linkedDataset: not linkedInstitutions: 0

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Gautam Rajendrakumar GareWanwen ChenAlex Ling Yu HungEdward ChenHai V. TranTom FoxPete LoweryKevin ZamoraBennett P deBoisblancRicardo Luis RodriguezJohn Michael Galeotti

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