Personalized machine learning prediction of next-day migraine persistence using digital headache diary data.

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Title: Personalized machine learning prediction of next-day migraine persistence using digital headache diary data.
Authors: Tsai YH; Institute of Medical Science and Technology, National Sun Yat-sen University, Kaohsiung, Taiwan., Chiou CL; Institute of Medical Science and Technology, National Sun Yat-sen University, Kaohsiung, Taiwan., Lee JJ; Department of Neurology, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan.; College of Medicine, Chang Gung University, Taoyuan, Taiwan.; Department of Information Management, National Sun Yat-sen University, Kaohsiung, Taiwan., Yang CM; Department of Neurology, Chi Mei Medical Center, Tainan, Taiwan.; School of Medicine, College of Medicine, National Sun Yat-sen University, Kaohsiung, Taiwan.; School of Medicine, Chung Shan Medical University, Taichung, Taiwan., Lin KC; Department of Neurology, Chi Mei Medical Center, Tainan, Taiwan., Cheng TJ; Department of Neurology, Chi Mei Medical Center, Tainan, Taiwan., Su JH; Department of Computer Science and Information Engineering, National University of Kaohsiung, Kaohsiung, Taiwan., Chuang CH; Institute of Medical Science and Technology, National Sun Yat-sen University, Kaohsiung, Taiwan.
Source: Headache [Headache] 2026 Jul 15. Date of Electronic Publication: 2026 Jul 15.
Publication Type: Journal Article
Journal Info: Publisher: Wiley Country of Publication: United States NLM ID: 2985091R Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1526-4610 (Electronic) Linking ISSN: 00178748 NLM ISO Abbreviation: Headache Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Tsai+YH%22">Tsai YH</searchLink>; Institute of Medical Science and Technology, National Sun Yat-sen University, Kaohsiung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chiou+CL%22">Chiou CL</searchLink>; Institute of Medical Science and Technology, National Sun Yat-sen University, Kaohsiung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lee+JJ%22">Lee JJ</searchLink>; Department of Neurology, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan.; College of Medicine, Chang Gung University, Taoyuan, Taiwan.; Department of Information Management, National Sun Yat-sen University, Kaohsiung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Yang+CM%22">Yang CM</searchLink>; Department of Neurology, Chi Mei Medical Center, Tainan, Taiwan.; School of Medicine, College of Medicine, National Sun Yat-sen University, Kaohsiung, Taiwan.; School of Medicine, Chung Shan Medical University, Taichung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lin+KC%22">Lin KC</searchLink>; Department of Neurology, Chi Mei Medical Center, Tainan, Taiwan.<br /><searchLink fieldCode="AU" term="%22Cheng+TJ%22">Cheng TJ</searchLink>; Department of Neurology, Chi Mei Medical Center, Tainan, Taiwan.<br /><searchLink fieldCode="AU" term="%22Su+JH%22">Su JH</searchLink>; Department of Computer Science and Information Engineering, National University of Kaohsiung, Kaohsiung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chuang+CH%22">Chuang CH</searchLink>; Institute of Medical Science and Technology, National Sun Yat-sen University, Kaohsiung, Taiwan.
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        Value: 10.1111/head.70178
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              Text: 2026 Jul 15
              Type: published
              Y: 2026
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