View in EDS

Electroencephalography-Based Machine Learning Models for Predicting Ketogenic Diet Outcomes in Pediatric Drug-Resistant Epilepsy.

Saved in:
Bibliographic Details
Title: Electroencephalography-Based Machine Learning Models for Predicting Ketogenic Diet Outcomes in Pediatric Drug-Resistant Epilepsy.
Authors: Hung PL; Division of Pediatric Neurology, Department of Pediatrics, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan; Rare Childhood Neurologic Disease Center, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan., Chen JP; Department of Psychiatry, Beitou Branch, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan., Lin TP; Department of Electrical Engineering, National Central University, Taoyuan, Taiwan., Hsieh TY; Division of Pediatric Neurology, Department of Pediatrics, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan; Rare Childhood Neurologic Disease Center, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan., Chen YF; Division of Pediatric Neurology, Department of Pediatrics, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan; Rare Childhood Neurologic Disease Center, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan., Su TY; Division of Pediatric Neurology, Department of Pediatrics, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan; Rare Childhood Neurologic Disease Center, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan., Peng SJ; In-Service Master Program in Artificial Intelligence in Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan; Clinical Big Data Research Center, Taipei Medical University Hospital, Taipei Medical University, Taipei, Taiwan. Electronic address: sjpeng2019@tmu.edu.tw.
Source: Pediatric neurology [Pediatr Neurol] 2026 May; Vol. 178, pp. 130-137. Date of Electronic Publication: 2026 Feb 19.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Science Publishing Country of Publication: United States NLM ID: 8508183 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-5150 (Electronic) Linking ISSN: 08878994 NLM ISO Abbreviation: Pediatr Neurol Subsets: MEDLINE
Database: MEDLINE Ultimate
FullText Text:
  Availability: 0
Header DbId: mdl
DbLabel: MEDLINE Ultimate
An: 41825260
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Electroencephalography-Based Machine Learning Models for Predicting Ketogenic Diet Outcomes in Pediatric Drug-Resistant Epilepsy.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Hung+PL%22">Hung PL</searchLink>; Division of Pediatric Neurology, Department of Pediatrics, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan; Rare Childhood Neurologic Disease Center, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chen+JP%22">Chen JP</searchLink>; Department of Psychiatry, Beitou Branch, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lin+TP%22">Lin TP</searchLink>; Department of Electrical Engineering, National Central University, Taoyuan, Taiwan.<br /><searchLink fieldCode="AU" term="%22Hsieh+TY%22">Hsieh TY</searchLink>; Division of Pediatric Neurology, Department of Pediatrics, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan; Rare Childhood Neurologic Disease Center, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chen+YF%22">Chen YF</searchLink>; Division of Pediatric Neurology, Department of Pediatrics, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan; Rare Childhood Neurologic Disease Center, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Su+TY%22">Su TY</searchLink>; Division of Pediatric Neurology, Department of Pediatrics, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan; Rare Childhood Neurologic Disease Center, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Peng+SJ%22">Peng SJ</searchLink>; In-Service Master Program in Artificial Intelligence in Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan; Clinical Big Data Research Center, Taipei Medical University Hospital, Taipei Medical University, Taipei, Taiwan. Electronic address: sjpeng2019@tmu.edu.tw.
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%228508183%22">Pediatric neurology</searchLink> [Pediatr Neurol] 2026 May; Vol. 178, pp. 130-137. <i>Date of Electronic Publication: </i>2026 Feb 19.
– Name: TypePub
  Label: Publication Type
  Group: TypPub
  Data: Journal Article
– Name: TitleSource
  Label: Journal Info
  Group: Src
  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier+Science+Publishing%22">Elsevier Science Publishing </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>8508183 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1873-5150 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2208878994%22">08878994 </searchLink><i>NLM ISO Abbreviation: </i>Pediatr Neurol <i>Subsets: </i>MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41825260
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1016/j.pediatrneurol.2026.02.013
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        StartPage: 130
    Titles:
      – TitleFull: Electroencephalography-Based Machine Learning Models for Predicting Ketogenic Diet Outcomes in Pediatric Drug-Resistant Epilepsy.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Hung PL
      – PersonEntity:
          Name:
            NameFull: Chen JP
      – PersonEntity:
          Name:
            NameFull: Lin TP
      – PersonEntity:
          Name:
            NameFull: Hsieh TY
      – PersonEntity:
          Name:
            NameFull: Chen YF
      – PersonEntity:
          Name:
            NameFull: Su TY
      – PersonEntity:
          Name:
            NameFull: Peng SJ
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 05
              Text: 2026 May
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-electronic
              Value: 1873-5150
          Numbering:
            – Type: volume
              Value: 178
          Titles:
            – TitleFull: Pediatric neurology
              Type: main
ResultId 1