Search Results for author: Lorenzo Cristoni

Found 2 papers, 0 papers with code

Lung Ultrasound Segmentation and Adaptation between COVID-19 and Community-Acquired Pneumonia

no code implementations6 Aug 2021 Harry Mason, Lorenzo Cristoni, Andrew Walden, Roberto Lazzari, Thomas Pulimood, Louis Grandjean, Claudia AM Gandini Wheeler-Kingshott, Yipeng Hu, Zachary MC Baum

Furthermore, we offer a possible explanation that correlates the segmentation performance to label consistency and data domain diversity in this point-of-care lung ultrasound application.

Unsupervised Domain Adaptation

Image quality assessment for closed-loop computer-assisted lung ultrasound

no code implementations20 Aug 2020 Zachary M. C. Baum, Ester Bonmati, Lorenzo Cristoni, Andrew Walden, Ferran Prados, Baris Kanber, Dean C. Barratt, David J. Hawkes, Geoffrey J M Parker, Claudia A M Gandini Wheeler-Kingshott, Yipeng Hu

The diagnosis assistance module can then be trained with data that are deemed of sufficient quality, guaranteed by the closed-loop feedback mechanism from the quality assessment module.

Anomaly Detection Image Quality Assessment

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