Mariana Lima Lourinho Teixeira de Abreu

Mariana Abreu

Former IT academic position:	External Author
Joining/Leaving IT dates:	01-01-2019 / 31-12-2024
Roles held in IT:	PhD Student
Former IT thematic line:	Information and Data Sciences
Group:	Pattern and Image Analysis – Lx

Scientific Achievements

Publications

8Papers in Journals

V. Garção, M. Abreu, F. Sá, A. Peralta, C. Bentes, A. L. N. Fred, H. Silva, Lampsy: An Invisible Real-Time Epilepsy Video Monitoring and Automatic Seizure Detection Device, IEEE Access, Vol. 13, No., pp. 96018 - 96030, 2025 | BibTex
A.S. Carmo, M. Abreu, M. Baptista, M. Carvalho, M. Carvalho, A. Peralta, A. L. N. Fred, C. Bentes, H. Silva, Automated algorithms for seizure forecast: a systematic review and meta-analysis, Journal of Neurology, Vol. 271, No. 10, pp. 6573 - 6587, September, 2024 | BibTex
M. Abreu, A.S. Carmo, A. Peralta, F. Sá, H. Silva, C. Bentes, A. L. N. Fred, PreEpiSeizures: description and outcomes of physiological data acquisition using wearable devices during video-EEG monitoring in people with epilepsy, Frontiers in Physiology, Vol. 14, No. 1248899, pp. n.a. - n.a., October, 2023,
| Abstract | BibTex
V. Garção, M. Abreu, A. Peralta, C. Bentes, A. L. N. Fred, H. Silva, A novel approach to automatic seizure detection using computer vision and independent component analysis, Epilepsia, Vol. 64, No. 9, pp. 2472 - 2483, September, 2023,
| Abstract | Full text (PDF 3 MBs) | BibTex
L. Montenegro, M. Abreu, A. L. N. Fred, J. Machado, Human-Assisted vs. Deep Learning Feature Extraction: An Evaluation of ECG Features Extraction Methods for Arrhythmia Classification Using Machine Learning, Applied Sciences, Vol. 12, No. 15, pp. 7404 - 7404, July, 2022 | BibTex
A.S. Carmo, M. Abreu, H. Silva, A. L. N. Fred, EpiBOX: An Automated Platform for Long-Term Biosignal Collection, Frontiers in Neuroinformatics, Vol. 16, No. 837278, pp. 1 - 11, May, 2022 | BibTex
M. Abreu, A.S. Carmo, A. Franco, S. Parreira, B. Vidal, M. Costa, A. Peralta, H. Silva, C. Bentes, A. L. N. Fred, Mobile Applications for Epilepsy: Where Are We? Where Should We Go? A Systematic Review, signals, Vol. 3, No. 1, pp. 40 - 65, February, 2022,
| Abstract | BibTex
M. Abreu, A. L. N. Fred, J. Valente, C. Wang, H. Silva, Morphological Autoencoders for Apnea Detection in Respiratory Gating Radiotherapy, Computer Methods and Programs in Biomedicine, Vol. COMM, No. 105675, pp. 105675 - 105675, July, 2020,
| Abstract | BibTex

5Papers in Conferences

V. Garção, M. Abreu, A. Peralta, F. Sá, C. Bentes, A. L. N. Fred, H. Silva, LAMPSY - Affordable Seizure Detection On Edge Devices, ILAE 15th European Epilepsy Congress EEC, Rome, Italy, September, 2024,
| Abstract | BibTex
V. Garção, M. Abreu, F. Sá, A. Peralta, C. Bentes, A. L. N. Fred, H. Silva, LAMPSY - A Novel Epilepsy Video Monitoring And Seizure Detection Device, ILAE MOBILE HEALTH AND DIGITAL TECHNOLOGY IN EPILEPSY MHDTEPILEPSY, Lausanne, Switzerland, October, 2023,
| Abstract | BibTex
V. Garção, M. Abreu, H. Silva, A. L. N. Fred, C. Bentes, LAMPSY - um aparelho inovador para a deteção de crises epilépticas por vídeo, Encontro Nacional de Epileptologia ENE, Lisboa, Portugal, March, 2023 | BibTex
J. Saraiva, M. Abreu, A.S. Carmo, A. L. N. Fred, H. Silva, Data augmentation, multimodality, subject and activity specificity improve wearable electrocardiogram denoising with autoencoders, International Joint Conference on Biomedical Engineering Systems and Technologies BIOSTEC, Lisbon, Portugal, Vol., pp. 133 - 145, February, 2023 | BibTex
A.S. Carmo, M. Abreu, H. Silva, A. L. N. Fred, Single-channel EEG for seizure-specific automatic seizure detection, IEEE International Symp. on Computer-Based Medical Systems - CBMS, Conference online, June, 2021 | BibTex

Patents

3Patents

H. Silva, A. L. N. Fred, V. Garção, R. Silva, A. Baltazar, G. Pata, A. Azeitona, M. Abreu, Unobstrusive method and device for seizure detection, EP23727704, EPO, Pending, 17-05-2022,
| Abstract
H. Silva, A. L. N. Fred, V. Garção, R. Silva, A. Baltazar, G. Pata, A. Azeitona, M. Abreu, Unobstrusive method and device for seizure detection, US18866545, National, Pending, 17-05-2022, United States,
| Abstract
H. Silva, A. L. N. Fred, V. Garção, R. Silva, A. Baltazar, G. Pata, A. Azeitona, M. Abreu, Dispositivo e Método Discreto Para Deteção de Crises Epiléticas, PT117985, National, Granted, 17-05-2022, Portugal,
| Abstract

Other Scientific Achievements

2Short Courses and Seminars

H. Silva, A. L. N. Fred, M. Abreu, P. Bota, Biomedical devices, systems, and applications, Portugal, 07-2020
H. Silva, M. Abreu, P. Bota, Introduction to Biomedical Instrumentation and Data Science, Portugal, Leiria, 02-2020

IT Former Collaborator

Mariana Abreu

Scientific Achievements