Detailed Human Activity Recognition based on Multiple HMM. - Mariana Abreu; Marília Barandas; Ricardo Leonardo; Hugo Gamboa (BIOSIGNALS, 2019)

Morphological autoencoders for apnea detection in respiratory gating radiotherapy. - Mariana Abreu; Ana Fred; João Valente; Chen Wang; Hugo Plácido da Silva (Comput. Methods Programs Biomed., 2020)

TSFEL: Time Series Feature Extraction Library. - Marília Barandas; Duarte Folgado; Letícia Fernandes; Sara Santos; Mariana Abreu; Patrícia J. Bota; Hui Liu 035; Tanja Schultz; Hugo Gamboa (SoftwareX, 2020)

Automatic Detection of Tonic-Clonic and Myoclonic Epileptic Seizures Using Prefrontal Electroencephalography (EEG). - Ana Sofia Carmo; Mariana Abreu; Hugo Plácido da Silva; Ana Luísa Nobre Fred (CBMS, 2021)

EpiBOX: An Automated Platform for Long-Term Biosignal Collection. - Ana Sofia Carmo; Mariana Abreu; Ana Luísa Nobre Fred; Hugo Plácido da Silva (Frontiers Neuroinformatics, 2022)

Data Augmentation, Multimodality, Subject and Activity Specificity Improve Wearable Electrocardiogram Denoising with Autoencoders. - João Areias Saraiva; Mariana Abreu; Ana Sofia Carmo; Ana Fred; Hugo Plácido da Silva (BIOSIGNALS, 2023)

ScientISST MOVE: Annotated Multimodal Naturalistic Dataset Recorded During Everyday Life Activities Using Wearable Devices. - João Areias Saraiva; Mariana Abreu; Ana Sofia Carmo; Hugo Plácido da Silva; Ana Fred (Zenodo, 2023)

ScientISST MOVE: Activity-annotated Multimodal1 Biosignals acquired from multiple Wearable Devices. - João Areias Saraiva; Mariana Abreu; Ana Sofia Carmo; Hugo Plácido da Silva; Ana Fred (Zenodo, 2023)

ScientISST MOVE: Annotated Wearable Multimodal Biosignals recorded during Everyday Life Activities in Naturalistic Environments. - João Areias Saraiva; Mariana Abreu; Ana Sofia Carmo; Hugo Plácido da Silva; Ana Fred (Zenodo, 2023)

Lampsy: An Invisible Real-Time Epilepsy Video Monitoring and Automatic Seizure Detection Device. - Vicente M. Garção; Mariana Abreu; Francisca Sá; Ana Rita Peralta; Carla Bentes; Ana Fred; Hugo Plácido da Silva (IEEE Access, 2025)