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Fully automated three-dimensional deep learning-based magnetic resonance imaging segmentation of brain cavities in epilepsy surgery.

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Title: Fully automated three-dimensional deep learning-based magnetic resonance imaging segmentation of brain cavities in epilepsy surgery.
Authors: Casseb RF; Neuroimaging Laboratory, Universidade Estadual de Campinas, Campinas, São Paulo, Brazil., de Campos BM; Neuroimaging Laboratory, Universidade Estadual de Campinas, Campinas, São Paulo, Brazil., Loos WS; Advanced Imaging and Artificial Intelligence Lab, University of Calgary, Calgary, Alberta, Canada., Barbosa MER; Neuroimaging Laboratory, Universidade Estadual de Campinas, Campinas, São Paulo, Brazil.; School of Medical Sciences, Pontifical Catholic University of Campinas, Campinas, São Paulo, Brazil., Alvim MKM; Neuroimaging Laboratory, Universidade Estadual de Campinas, Campinas, São Paulo, Brazil., Paulino GCL; Neuroimaging Laboratory, Universidade Estadual de Campinas, Campinas, São Paulo, Brazil., Ghizoni E; Neuroimaging Laboratory, Universidade Estadual de Campinas, Campinas, São Paulo, Brazil., Pucci F; Department of Neurology, Cleveland Clinic Foundation, Cleveland, Ohio, USA., Worrell S; Department of Neurology, Cleveland Clinic Foundation, Cleveland, Ohio, USA., Yassuda CL; Neuroimaging Laboratory, Universidade Estadual de Campinas, Campinas, São Paulo, Brazil., de Souza RM; Advanced Imaging and Artificial Intelligence Lab, University of Calgary, Calgary, Alberta, Canada., Jehi L; Department of Neurology, Cleveland Clinic Foundation, Cleveland, Ohio, USA., Cendes F; Neuroimaging Laboratory, Universidade Estadual de Campinas, Campinas, São Paulo, Brazil.
Source: Epilepsia [Epilepsia] 2026 Jun 12. Date of Electronic Publication: 2026 Jun 12.
Publication Type: Journal Article
Journal Info: Publisher: Blackwell Science Country of Publication: United States NLM ID: 2983306R Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1528-1167 (Electronic) Linking ISSN: 00139580 NLM ISO Abbreviation: Epilepsia Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Fully automated three-dimensional deep learning-based magnetic resonance imaging segmentation of brain cavities in epilepsy surgery.
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  Data: <searchLink fieldCode="AU" term="%22Casseb+RF%22">Casseb RF</searchLink>; Neuroimaging Laboratory, Universidade Estadual de Campinas, Campinas, São Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22de+Campos+BM%22">de Campos BM</searchLink>; Neuroimaging Laboratory, Universidade Estadual de Campinas, Campinas, São Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Loos+WS%22">Loos WS</searchLink>; Advanced Imaging and Artificial Intelligence Lab, University of Calgary, Calgary, Alberta, Canada.<br /><searchLink fieldCode="AU" term="%22Barbosa+MER%22">Barbosa MER</searchLink>; Neuroimaging Laboratory, Universidade Estadual de Campinas, Campinas, São Paulo, Brazil.; School of Medical Sciences, Pontifical Catholic University of Campinas, Campinas, São Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Alvim+MKM%22">Alvim MKM</searchLink>; Neuroimaging Laboratory, Universidade Estadual de Campinas, Campinas, São Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Paulino+GCL%22">Paulino GCL</searchLink>; Neuroimaging Laboratory, Universidade Estadual de Campinas, Campinas, São Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Ghizoni+E%22">Ghizoni E</searchLink>; Neuroimaging Laboratory, Universidade Estadual de Campinas, Campinas, São Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Pucci+F%22">Pucci F</searchLink>; Department of Neurology, Cleveland Clinic Foundation, Cleveland, Ohio, USA.<br /><searchLink fieldCode="AU" term="%22Worrell+S%22">Worrell S</searchLink>; Department of Neurology, Cleveland Clinic Foundation, Cleveland, Ohio, USA.<br /><searchLink fieldCode="AU" term="%22Yassuda+CL%22">Yassuda CL</searchLink>; Neuroimaging Laboratory, Universidade Estadual de Campinas, Campinas, São Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22de+Souza+RM%22">de Souza RM</searchLink>; Advanced Imaging and Artificial Intelligence Lab, University of Calgary, Calgary, Alberta, Canada.<br /><searchLink fieldCode="AU" term="%22Jehi+L%22">Jehi L</searchLink>; Department of Neurology, Cleveland Clinic Foundation, Cleveland, Ohio, USA.<br /><searchLink fieldCode="AU" term="%22Cendes+F%22">Cendes F</searchLink>; Neuroimaging Laboratory, Universidade Estadual de Campinas, Campinas, São Paulo, Brazil.
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  Data: <searchLink fieldCode="JN" term="%222983306R%22">Epilepsia</searchLink> [Epilepsia] 2026 Jun 12. <i>Date of Electronic Publication: </i>2026 Jun 12.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Blackwell+Science%22">Blackwell Science </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>2983306R <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1528-1167 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2200139580%22">00139580 </searchLink><i>NLM ISO Abbreviation: </i>Epilepsia <i>Subsets: </i>MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42284022
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        Value: 10.1002/epi.70296
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        Text: English
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              Text: 2026 Jun 12
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