Philipp Wirth
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View article: HypLL: The Hyperbolic Learning Library
HypLL: The Hyperbolic Learning Library Open
Deep learning in hyperbolic space is quickly gaining traction in the fields\nof machine learning, multimedia, and computer vision. Deep networks commonly\noperate in Euclidean space, implicitly assuming that data lies on regular\ngrids. Re…
View article: DeepACSA: Automatic Segmentation of Cross-Sectional Area in Ultrasound Images of Lower Limb Muscles Using Deep Learning
DeepACSA: Automatic Segmentation of Cross-Sectional Area in Ultrasound Images of Lower Limb Muscles Using Deep Learning Open
Purpose Muscle anatomical cross-sectional area (ACSA) can be assessed using ultrasound and images are usually evaluated manually. Here, we present DeepACSA, a deep learning approach to automatically segment ACSA in panoramic ultrasound ima…
View article: DeepACSA: Automatic segmentation of anatomical cross-sectional area in ultrasound images of human lower limb muscles using deep learning
DeepACSA: Automatic segmentation of anatomical cross-sectional area in ultrasound images of human lower limb muscles using deep learning Open
Background Muscle anatomical cross-sectional area (ACSA) is an important parameter that characterizes muscle function and helps to classify the severity of several muscular disorders. Ultrasound is a patient friendly, fast and cheap method…