Non-invasive diagnosis of deep vein thrombosis from ultrasound imaging with machine learning

Non-invasive diagnosis of deep vein thrombosis from ultrasound imaging with machine learning

Abstract Deep vein thrombosis (DVT) is a blood clot most commonly found in the leg, which can lead to fatal pulmonary embolism (PE). Compression ultrasound of the legs is the diagnostic gold standard, leading to a definitive diagnosis. However, many patients with possible symptoms are not found to h...

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Bibliographic Details
Main Authors: Bernhard Kainz, Mattias P. Heinrich, Antonios Makropoulos, Jonas Oppenheimer, Ramin Mandegaran, Shrinivasan Sankar, Christopher Deane, Sven Mischkewitz, Fouad Al-Noor, Andrew C. Rawdin, Andreas Ruttloff, Matthew D. Stevenson, Peter Klein-Weigel, Nicola Curry
Format: article
Language:EN
Published: Nature Portfolio 2021
Subjects:
Computer applications to medicine. Medical informatics
R858-859.7
Online Access:https://doaj.org/article/ab23f06ff7e846daaf92380021bbe382
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https://doaj.org/article/ab23f06ff7e846daaf92380021bbe382

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