Panic Attack Prediction for Patients With Panic Disorder via Machine Learning and Wearable Electrocardiography Monitoring: Model Development and Validation Study.
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| Title: | Panic Attack Prediction for Patients With Panic Disorder via Machine Learning and Wearable Electrocardiography Monitoring: Model Development and Validation Study. |
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| Authors: | Oh, Hayoung1 (AUTHOR) hyoh79@skku.edu, Do, Hunmin2 (AUTHOR), Maeng, Chaehyun3 (AUTHOR), Park, Jinsuk4 (AUTHOR), Yoon, Taejun5 (AUTHOR), Kim, Jihwan6 (AUTHOR), Hwang, Hyeran7 (AUTHOR), Choi, Seoin6 (AUTHOR), Huilin, Piao6 (AUTHOR) |
| Source: | Journal of Medical Internet Research. 2025, Vol. 27, p1-15. 15p. |
| Database: | Academic Search Ultimate |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: asn DbLabel: Academic Search Ultimate An: 190700831 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Panic Attack Prediction for Patients With Panic Disorder via Machine Learning and Wearable Electrocardiography Monitoring: Model Development and Validation Study. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Oh%2C+Hayoung%22">Oh, Hayoung</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> hyoh79@skku.edu</i><br /><searchLink fieldCode="AR" term="%22Do%2C+Hunmin%22">Do, Hunmin</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Maeng%2C+Chaehyun%22">Maeng, Chaehyun</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Park%2C+Jinsuk%22">Park, Jinsuk</searchLink><relatesTo>4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Yoon%2C+Taejun%22">Yoon, Taejun</searchLink><relatesTo>5</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Kim%2C+Jihwan%22">Kim, Jihwan</searchLink><relatesTo>6</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Hwang%2C+Hyeran%22">Hwang, Hyeran</searchLink><relatesTo>7</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Choi%2C+Seoin%22">Choi, Seoin</searchLink><relatesTo>6</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Huilin%2C+Piao%22">Huilin, Piao</searchLink><relatesTo>6</relatesTo> (AUTHOR) – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Journal+of+Medical+Internet+Research%22">Journal of Medical Internet Research</searchLink>. 2025, Vol. 27, p1-15. 15p. |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=190700831 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.2196/69045 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 15 StartPage: 1 Titles: – TitleFull: Panic Attack Prediction for Patients With Panic Disorder via Machine Learning and Wearable Electrocardiography Monitoring: Model Development and Validation Study. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Oh, Hayoung – PersonEntity: Name: NameFull: Do, Hunmin – PersonEntity: Name: NameFull: Maeng, Chaehyun – PersonEntity: Name: NameFull: Park, Jinsuk – PersonEntity: Name: NameFull: Yoon, Taejun – PersonEntity: Name: NameFull: Kim, Jihwan – PersonEntity: Name: NameFull: Hwang, Hyeran – PersonEntity: Name: NameFull: Choi, Seoin – PersonEntity: Name: NameFull: Huilin, Piao IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 01 Text: 2025 Type: published Y: 2025 Identifiers: – Type: issn-print Value: 14394456 Numbering: – Type: volume Value: 27 Titles: – TitleFull: Journal of Medical Internet Research Type: main |
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