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