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Pipeline evaluation of a state-of-the-art AI algorithm for detection of focal cortical dysplasia: insights into potential failure sources.

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Title: Pipeline evaluation of a state-of-the-art AI algorithm for detection of focal cortical dysplasia: insights into potential failure sources.
Authors: Esmeraldo MA; Pediatric Radiology, Department of Radiology, Stanford University School of Medicine, Stanford, CA, USA., Chambers S; Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria., Kravutske Y; Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria., Reis EP; Pediatric Radiology, Department of Radiology, Stanford University School of Medicine, Stanford, CA, USA., Kasprian G; Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria., Geraldo AF; Pediatric Radiology, Department of Radiology, Stanford University School of Medicine, Stanford, CA, USA., Gatidis S; Pediatric Radiology, Department of Radiology, Stanford University School of Medicine, Stanford, CA, USA., Soares BP; Pediatric Radiology, Department of Radiology, Stanford University School of Medicine, Stanford, CA, USA. bpsoares@stanford.edu.
Source: Brain informatics [Brain Inform] 2026 Apr 03; Vol. 13 (1). Date of Electronic Publication: 2026 Apr 03.
Publication Type: Journal Article
Journal Info: Publisher: Springer Country of Publication: Germany NLM ID: 101673751 Publication Model: Electronic Cited Medium: Print ISSN: 2198-4018 (Print) Linking ISSN: 21984026 NLM ISO Abbreviation: Brain Inform Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Esmeraldo+MA%22">Esmeraldo MA</searchLink>; Pediatric Radiology, Department of Radiology, Stanford University School of Medicine, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Chambers+S%22">Chambers S</searchLink>; Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria.<br /><searchLink fieldCode="AU" term="%22Kravutske+Y%22">Kravutske Y</searchLink>; Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria.<br /><searchLink fieldCode="AU" term="%22Reis+EP%22">Reis EP</searchLink>; Pediatric Radiology, Department of Radiology, Stanford University School of Medicine, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Kasprian+G%22">Kasprian G</searchLink>; Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria.<br /><searchLink fieldCode="AU" term="%22Geraldo+AF%22">Geraldo AF</searchLink>; Pediatric Radiology, Department of Radiology, Stanford University School of Medicine, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Gatidis+S%22">Gatidis S</searchLink>; Pediatric Radiology, Department of Radiology, Stanford University School of Medicine, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Soares+BP%22">Soares BP</searchLink>; Pediatric Radiology, Department of Radiology, Stanford University School of Medicine, Stanford, CA, USA. bpsoares@stanford.edu.
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  Data: <searchLink fieldCode="JN" term="%22101673751%22">Brain informatics</searchLink> [Brain Inform] 2026 Apr 03; Vol. 13 (1). <i>Date of Electronic Publication: </i>2026 Apr 03.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer%22">Springer </searchLink><i>Country of Publication: </i>Germany <i>NLM ID: </i>101673751 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Print <i>ISSN: </i>2198-4018 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2221984026%22">21984026 </searchLink><i>NLM ISO Abbreviation: </i>Brain Inform <i>Subsets: </i>PubMed not MEDLINE
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              Text: 2026 Apr 03
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