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IT Former Collaborator

... Mariana Lima Lourinho Teixeira de Abreu

PhD Student

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

7Papers in Journals
  • 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
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
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