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Freezing of gait (FoG) is identified as a sudden and brief episode of movement cessation despite the intention to continue walking. It is one of the most disabling symptoms of Parkinson's disease (PD) and often leads to falls and injuries. Many computer-aided FoG detection methods have been proposed to use data collected from unimodal sources, such as motion sensors, pressure sensors, and video cameras. However, there are limited efforts of multimodal-based methods to maximize the value of all the information collected from different modalities in clinical assessments and improve the FoG ...

In progressing the use of big data in health systems, standardised nomenclature is required to enable data pooling and analyses. In many radiotherapy planning systems and their data archives, target volumes (TV) and organ-at-risk (OAR) structure nomenclature has not been standardised. Machine learning (ML) has been utilised to standardise volumes nomenclature in retrospective datasets. However, only subsets of the structures have been targeted. Within this paper, we proposed a new approach for standardising all the structures nomenclature by using multi-modal artificial neural networks. A coho...

HANGZHOU, China, June 29, 2022 /PRNewswire/ -- STAR.VISION AEROSPACE GROUP LIMITED, a Chinese space technology innovator, has recently won the second place in the Multimodal Learning for Earth

Hangzhou, China--(Newsfile Corp. - June 28, 2022) - STAR.VISION from China won two runner-up prizes in the Multimodal Learning for Earth and Environment (MultiEarth 2022) Challenge on 19 June at the IEEE

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