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Publications

Publications by BIO

2019

Wearable sensor networks for human gait

Authors
Da Silva, JM; Derogarian, F; Ferreira, JC; Tavares, VG;

Publication
Wearable Technologies and Wireless Body Sensor Networks for Healthcare

Abstract
A new wearable data capture system for gait analysis is being developed. It consists of a pantyhose with embedded conductive yarns interconnecting customized sensing electronic devices that capture inertial and electromyographic signals and send aggregated information to a personal computer through a wireless link. The use of conductive yarns to build the myoelectric electrodes and the interconnections of the wired sensors network as well as the topology and functionality of the sensor modules are presented. © The Institution of Engineering and Technology 2017.

2019

DR|GRADUATE: uncertainty-aware deep learning-based diabetic retinopathy grading in eye fundus images

Authors
Araújo, T; Aresta, G; Mendonça, L; Penas, S; Maia, C; Carneiro, A; Mendonça, AM; Campilho, A;

Publication
CoRR

Abstract

2019

Transitioning from recruit to officer: An investigation of how stress appraisal and coping influence work engagement

Authors
Rodrigues, S; Sinval, J; Queiros, C; Maroco, J; Kaiseler, M;

Publication
INTERNATIONAL JOURNAL OF SELECTION AND ASSESSMENT

Abstract
This study investigated stress, coping, and work engagement among Portuguese police officers while undergoing academy training and then 1 year later, when on duty. It was hypothesized that stress appraisal and coping preferences predicted engagement. Additionally, in order to test a full cross-lagged prediction model, it was hypothesized that stress, coping, and engagement in recruits predicted these variables later when working as police officers. Structural equation modeling was used to test the research hypotheses. Results suggest that coping and stress appraisals do not seem to be strong predictors of work engagement among recruits and police officers on duty. With the exception of self-blame, that seems to be a strong predictor of work engagement among police officers on duty. These results highlight the need to investigate other potential variables such as working conditions that may better explain work engagement. Considering the positive influence of engagement on health, wellbeing, and performance of police recruits and officers future applied and theoretical implications are discussed.

2019

O-MedAL: Online Active Deep Learning for Medical Image Analysis

Authors
Smailagic, A; Costa, P; Gaudio, A; Khandelwal, K; Mirshekari, M; Fagert, J; Walawalkar, D; Xu, S; Galdran, A; Zhang, P; Campilho, A; Noh, HY;

Publication
CoRR

Abstract

2019

Non-invasive imaging techniques and assessment of carotid vasa vasorum neovascularization: Promises and pitfalls

Authors
Pereira, T; Betriu, A; Alves, R;

Publication
Trends in Cardiovascular Medicine

Abstract

2019

LNDb: A Lung Nodule Database on Computed Tomography

Authors
Pedrosa, J; Aresta, G; Ferreira, C; Rodrigues, M; Leitão, P; Carvalho, AS; Rebelo, J; Negrão, E; Ramos, I; Cunha, A; Campilho, A;

Publication
CoRR

Abstract

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