Mariana Lima Lourinho Teixeira de Abreu

Mariana Abreu

Academic position:	PhD Student
Joining date:	01-01-2019
Roles in IT:	PhD Student
Thematic Line:	Information and Data Sciences
Group:	Pattern and Image Analysis – Lx

Email: Send Email
Address: IT – Lisboa
Instituto Superior Técnico - Torre Norte - Piso 10
Av. Rovisco Pais, 1
1049 - 001 Lisboa
Tel: +351 21 841 84 54
Fax: +351 21 841 84 72

http://www.cienciavitae.pt/FF1F-BCE1-43AD

22-03-2024

LAMPSY and Sympathia Technologies finalists of Lab2Market @Técnico

Among the five standout teams selected for this year's "Lab2Market" finale, there are two finalists from the Pattern and Image Analysis Lab Group at Instituto de Telecomunicações.

01-08-2023

Vicente Garção won the “Best E.Project by Santander” at the E.Awards@Técnico 2023

The work “LAMPSY” developed by Vicente Garção, a Ph.D. student hosted by IT, was distinguished with the “Best E.Project by Santander” (grand prize) at E.Awards@Técnico 2023.

27-04-2023

Mariana Abreu and Patrícia Bota will be showcasing their research on Girls ICT Day

Ph.D. researchers Mariana Abreu and Patrícia Bota will be talking about biosignals at STEM Labs.

10-04-2023

Out now IT NEWS nr. 105

The 105th issue of our newsletter is out, bringing you all of IT's March highlights. Click to find out more!

16-08-2022

Students work on epileptic seizures wins “Best Poster by Accenture” on the E.Awards 2022

The work “Invisock” was distinguished with the “Best Poster by Accenture” within a total of 19 projects at E.Awards 2022.

Scientific Achievements

Thesis Information

A Multimodal Approach for Epileptic Seizures Assessment and Prediction, Instituto Superior Técnico, PhD Student, Mariana Lima Lourinho Teixeira de Abreu, Supervisor: A. L. N. Fred, Co-supervisor: H. Silva, jan-2019 - dez-2024

Publications

7Papers in Journals

Early Access

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., No., pp. -, September, 2024 | BibTex

Published

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 (Switzerland), 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

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 Member Profile