Multimodal fusion networks play a pivotal role in leveraging diverse sources of information for enhanced machine learning applications in aerial imagery. However, current approaches often suffer from a bias towards certain modalities, diminishing the potential benefits of multimodal data. This paper addresses this issue by proposing a novel modality utilization-based training method for multimodal fusion networks.
View Article and Find Full Text PDFThe present study shows how posterior malleolus fractures (PMFs) and distal fibular fractures were fixed using the posterolateral approach with the patient in lateral decubitus position, not previously described in the literature. This technique has been used in 60 consecutive patients (42 women and 18 men; mean age 54.7; range 21-92 years), 33 of which presented as fracture dislocations from March, 2021 to December, 2023.
View Article and Find Full Text PDFObjective: To obtain insight in the spectrum of narcolepsy symptoms and associated burden in a large cohort of patients.
Methods: We used the Narcolepsy Monitor, a mobile app, to easily rate the presence and burden of 20 narcolepsy symptoms. Baseline measures were obtained and analyzed from 746 users aged between 18 and 75 years with a reported diagnosis of narcolepsy.