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A morphology-based feature set for automated Amyotrophic Lateral Sclerosis diag...
Antunes, Margarida; Folgado, Duarte; Barandas, Marília; Carreiro, André; Quintão, Carla; de Carvalho, Mamede; Gamboa, HugoThis work was supported by national funds from FCT Foundation for Science and Technology, Portugal , I.P. through the protect HomeSenseALS: Home-based monitoring of functional disability in amyotrophic lateral sclerosis with mobile sensing with reference and research unit UIDB/FIS/04559/2020 (LIBPhys-UNL). Publisher Copyright: © 2022; Amyotrophic Lateral Sclerosis (ALS) is a fast-progressing disease with no cur...
Addressing the Curse of Missing Data in Clinical Contexts
Curioso, Isabel; Santos, Ricardo; Ribeiro, Bruno; Carreiro, André; Coelho, Pedro; Fragata, José; Gamboa, HugoFunding Information: This work was done under the project “CardioFollow.AI: An intelligent system to improve patients’ safety and remote surveillance in follow-up for cardiothoracic surgery”. Publisher Copyright: © 2023 The Author(s); Clinical data are essential in the medical domain. However, their heterogeneous nature leads to many data quality problems, notably missing values, which undermine the performance...
An infrastructure-free magnetic-based indoor positioning system with deep learning
Fernandes, Letícia; Barandas, Marília; Folgado, Duarte; Leonardo, Ricardo; Santos, Ricardo; Carreiro, André; Gamboa, HugoPOCI-01-0247-FEDER-033479; Infrastructure-free Indoor Positioning Systems (IPS) are becoming popular due to their scalability and a wide range of applications. Such systems often rely on deployed Wi-Fi networks. However, their usability may be compromised, either due to scanning restrictions from recent Android versions or the proliferation of 5G technology. This raises the need for new infrastructure-free IPS ...