Título: | IMPROVING EPILEPSY LESION DETECTION USING ADVANCED TECHNIQUES OF ACQUISITION AND ANALYSIS OF MRI: A SYSTEMATIC REVIEW | ||||||||||||
Autor: |
LUCAS MACHADO LOUREIRO |
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Colaborador(es): |
JESUS LANDEIRA FERNANDEZ - Orientador EELCO VAN DUINKERKEN - Coorientador |
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Catalogação: | 05/MAI/2022 | Língua(s): | PORTUGUESE - BRAZIL |
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Tipo: | TEXT | Subtipo: | THESIS | ||||||||||
Notas: |
[pt] Todos os dados constantes dos documentos são de inteira responsabilidade de seus autores. Os dados utilizados nas descrições dos documentos estão em conformidade com os sistemas da administração da PUC-Rio. [en] All data contained in the documents are the sole responsibility of the authors. The data used in the descriptions of the documents are in conformity with the systems of the administration of PUC-Rio. |
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Referência(s): |
[pt] https://www.maxwell.vrac.puc-rio.br/projetosEspeciais/ETDs/consultas/conteudo.php?strSecao=resultado&nrSeq=58840&idi=1 [en] https://www.maxwell.vrac.puc-rio.br/projetosEspeciais/ETDs/consultas/conteudo.php?strSecao=resultado&nrSeq=58840&idi=2 |
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DOI: | https://doi.org/10.17771/PUCRio.acad.58840 | ||||||||||||
Resumo: | |||||||||||||
In approximately one third of patients with epilepsy, surgery is the only form
of intervention to diminish seizure burden or achieve seizure freedom. In patients
without a lesional focus on MRI, surgical intervention depends on other
investigative methods, not always readily accessible. Advanced MRI
postprocessing and acquisition methods may help with lesion localization in those
cases. The aim of this systematic review was to summarize the availability and
success rate of such MRI techniques. In accordance with the PRISMA guidelines,
using PubMED, Web of Science, PsycNET, and CENTRAL, a search for papers
was performed until the 12th of January of 2021. In total, the search returned 4,024
papers, of which 49 remained after revision. Twenty-five used a form of voxelbased morphometry, 14 used machine learning techniques, and 10 used advanced
MRI sequences not commonly part of the standard MRI-protocol. Only one paper
described a prospective study. The lesion detection rate greatly varied between
studies, with machine learning techniques showing a more consistent rate, all above
50 percent in MRI-negative groups. This could be particularly helpful in center where
other investigative methods, including PET, SPECT, MEG and stereo EEG are not
readily available.
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