Inês Sousa

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 28

Top Topics

Decision Support

Patient Monitoring

Inertial Sensors

Top Venues

PervasiveHealth

Publications

Ricardo Santos, Bruno Ribeiro, Inês Sousa, Jorge Santos, Federico Guede-Fernández, Pedro Dias, André V. Carreiro, Hugo Gamboa, Pedro Coelho, José Fragata, Ana Londral
Predicting post-discharge complications in cardiothoracic surgery: A clinical decision support system to optimize remote patient monitoring resources. Int. J. Medical Informatics 182 (2024)
Bruno Ribeiro, Isabel Curioso, Ricardo Santos, Federico Guede Fernández, Pedro Coelho, Jorge Santos, José Fragata, Ana Londral, Inês Sousa
Unravelling Heterogeneity: A Hybrid Machine Learning Approach to Predict Post-discharge Complications in Cardiothoracic Surgery. EPIA (2) (2023)
Ricardo Santos, Bruno Ribeiro, Pedro Dias, Isabel Curioso, Pedro Madeira, Federico Guede Fernández, Jorge Santos, Pedro Coelho, Inês Sousa, Ana Londral
A Risk Prediction Framework to Optimize Remote Patient Monitoring Following Cardiothoracic Surgery. ECML/PKDD (7) (2023)
Vânia Guimarães, Inês Sousa, Miguel Velhote Correia
Detection of Foot Motions for Interaction With Exergames Using Shoe-Mounted Inertial Sensors. IEEE Trans. Hum. Mach. Syst. 53 (5) (2023)
Inês Oliveira e Silva, Carlos Soares, Inês Sousa, Rayid Ghani
Systematic Analysis of the Impact of Label Noise Correction on ML Fairness. AI (2) (2023)
Pedro Matias, João Costa, André V. Carreiro, Hugo Gamboa, Inês Sousa, Pedro Gómez, Joana Sousa, Nuno Neuparth, Pedro Carreiro-Martins, Filipe Soares
Clinically Relevant Sound-Based Features in COVID-19 Identification: Robustness Assessment With a Data-Centric Machine Learning Pipeline. IEEE Access 10 (2022)
Vânia Guimarães, Inês Sousa, Miguel Velhote Correia
A Deep Learning Approach for Foot Trajectory Estimation in Gait Analysis Using Inertial Sensors. Sensors 21 (22) (2021)
Vânia Guimarães, Inês Sousa, Miguel Velhote Correia
Orientation-Invariant Spatio-Temporal Gait Analysis Using Foot-Worn Inertial Sensors. Sensors 21 (11) (2021)
Vânia Guimarães, Inês Sousa, Miguel V. Correia
Gait events detection from heel and toe trajectories: comparison of methods using multiple datasets. MeMeA (2021)
Joana Silva, Inês Sousa, Jaime S. Cardoso
Fusion of Clinical, Self-Reported, and Multisensor Data for Predicting Falls. IEEE J. Biomed. Health Informatics 24 (1) (2020)
Joana Silva, Diana Gomes, Inês Sousa
Technological Solution for Pervasive Fall Risk Assessment. pHealth (2020)
Ana Pereira, Duarte Folgado, Francisco Nunes, João Almeida, Inês Sousa
Using Inertial Sensors to Evaluate Exercise Correctness in Electromyography-based Home Rehabilitation Systems. MeMeA (2019)
Joana Silva, Diana Gomes, Francisco Nunes, Dinis Moreira, José Alves, Ana Pereira, Inês Sousa
Position-independent Physical Activity Monitoring: Development and Comparison with Market Devices. MeMeA (2019)
Diana Gomes, João Mendes-Moreira, Inês Sousa, Joana Silva
Eating and Drinking Recognition in Free-Living Conditions for Triggering Smart Reminders. Sensors 19 (12) (2019)
Diana Gomes, Inês Sousa
Real-Time Drink Trigger Detection in Free-living Conditions Using Inertial Sensors. Sensors 19 (9) (2019)
Ana Pereira, Duarte Folgado, Ricardo Cotrim, Inês Sousa
Physiotherapy Exercises Evaluation using a Combined Approach based on sEMG and Wearable Inertial Sensors. BIOSIGNALS (2019)
Vânia Guimarães, Inês Sousa, Miguel V. Correia
Detection and classification of multidirectional steps for motor-cognitive training in older adults using shoe-mounted inertial sensors. EMBC (2019)
José Alves, Joana Silva, Eduardo Grifo, Carlos Resende, Inês Sousa
Wearable Embedded Intelligence for Detection of Falls Independently of on-Body Location. Sensors 19 (11) (2019)
Joana Silva, Dinis Moreira, João Madureira, Eduardo Pereira, André Dias, Inês Sousa
A Technological Solution for Supporting Fall Prevention Exercises at the Physiotherapy Clinic. MeMeA (2018)
Joana Silva, Inês Sousa, Jaime S. Cardoso
Transfer learning approach for fall detection with the FARSEEING real-world dataset and simulated falls. EMBC (2018)
Ana Pereira, Vânia Guimarães, Inês Sousa
Joint angles tracking for rehabilitation at home using inertial sensors: a feasibility study. PervasiveHealth (2017)
Joana Silva, João Madureira, Cláudia Tonelo, Daniela Baltazar, Catarina Silva, Anabela Martins, Carlos Alcobia, Inês Sousa
Comparing Machine Learning Approaches for Fall Risk Assessment. BIOSIGNALS (2017)
João Costa, Inês Sousa, Filipe Soares
Smartphone-Based Decision Support System for Elimination of Pathology-Free Images in Diabetic Retinopathy Screening. HealthyIoT (2016)
Anabela C. Alves, Arminda Manuela Gonçalves, José Moniz Fernandes, Ismael Vaz, Senhorinha Teixeira, Inês Sousa, J. Jorge Pereira, Sónia Dória-Nóbrega
Combined Tools for Surgical Case Packages Contents and Cost Optimization: A Preliminary Study. CENTERIS/ProjMAN/HCist (2016)
Raquel Menezes, Helena Piairo, Pilar García-Soidán, Inês Sousa
concentration data through geostatistical tools. Stat. Methods Appl. 25 (1) (2016)
Joana Silva, Inês Sousa
Instrumented timed up and go: Fall risk assessment based on inertial wearable sensors. MeMeA (2016)
Joana Pinto, João Jorge, Inês Sousa, Pedro Vilela, Patrícia Figueiredo
Fourier modeling of the BOLD response to a breath-hold task: Optimization and reproducibility. NeuroImage 135 (2016)
Susana Carneiro, Joana Silva, João Madureira, Dinis Moreira, Vânia Guimarães, António Santos, Inês Sousa
Inertial sensors for assessment of joint angles. REHAB (2016)
António Santos, Vânia Guimarães, Nuno Matos, João Cevada, Carlos Ferreira, Inês Sousa
Multi-sensor exercise-based interactive games for fall prevention and rehabilitation. PervasiveHealth (2015)
Carlos Ferreira, João Madureira, Inês Sousa
Protocol for Simulation of Falls in Watersports Activities. CICSyN (2015)
Susana Carneiro, Joana Silva, Bruno Aguiar, Tiago Rocha, Inês Sousa, Tiago Montanha, Jose Ribeiro
Accelerometer-based methods for energy expenditure using the smartphone. MeMeA (2015)
Bruno Aguiar, Tiago Rocha, Joana Silva, Inês Sousa
Accelerometer-based fall detection for smartphones. MeMeA (2014)
Inês Sousa, Pedro Vilela, Patrícia Figueiredo
Reproducibility of hypocapnic cerebrovascular reactivity measurements using BOLD fMRI in combination with a paced deep breathing task. NeuroImage 98 (2014)
Carlos Ferreira, Vânia Guimarães, António Santos, Inês Sousa
Gamification of stroke rehabilitation exercises using a smartphone. PervasiveHealth (2014)
Bruno Aguiar, Joana Silva, Tiago Rocha, Susana Carneiro, Inês Sousa
Monitoring physical activity and energy expenditure with smartphones. BHI (2014)
Vânia Guimarães, David Ribeiro, Luís Rosado, Inês Sousa
A smartphone-based fall risk assessment tool: Testing Ankle Flexibility, Gait and Voluntary Stepping. MeMeA (2014)
Nuno Santos, João Miguel Sanches, Inês Sousa, Patrícia Figueiredo
Optimal Sampling and Estimation in PASL Perfusion Imaging. IEEE Trans. Biomed. Eng. 58 (11) (2011)
Catarina Runa Miranda, Filipe Soares, Inês Sousa, Filipe Janela, Mário Forjaz Secca
Multifractal analysis of blood oxygen level dependent functional magnetic resonance imaging. ISSPIT (2011)
João M. Sanches, Inês Sousa, Patrícia Figueiredo
Bayesian fisher information criterion for sampling optimization in ASL-MRI. ISBI (2010)