A Comparative Study of Signal Representations Methods and Deep Learning Architectures for PPG-Based Cuffless Blood Pressure Estimation.
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| Title: | A Comparative Study of Signal Representations Methods and Deep Learning Architectures for PPG-Based Cuffless Blood Pressure Estimation. |
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| Authors: | Zhang H; School of Electronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu 611731, China.; School of Life and Environmental Sciences, Guilin University of Electronic Technology, Guilin 541004, China., Hu X; School of Life and Environmental Sciences, Guilin University of Electronic Technology, Guilin 541004, China.; Ningbo Ming Sing Optical R&D Co., Ltd., Ningbo 315104, China., Zhang X; School of Life and Environmental Sciences, Guilin University of Electronic Technology, Guilin 541004, China., Chen Z; School of Life and Environmental Sciences, Guilin University of Electronic Technology, Guilin 541004, China.; Guangxi Key Laboratory of Metabolic Reprogramming and Intelligent Medical Engineering for Chronic Diseases, Guilin 541004, China., Liang Y; School of Life and Environmental Sciences, Guilin University of Electronic Technology, Guilin 541004, China.; Guangxi Key Laboratory of Metabolic Reprogramming and Intelligent Medical Engineering for Chronic Diseases, Guilin 541004, China., Wang G; The Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Health and Rehabilitation Science, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an 710049, China. |
| Source: | Sensors (Basel, Switzerland) [Sensors (Basel)] 2026 May 02; Vol. 26 (9). Date of Electronic Publication: 2026 May 02. |
| Publication Type: | Journal Article; Comparative Study |
| Journal Info: | Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 42122568 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: A Comparative Study of Signal Representations Methods and Deep Learning Architectures for PPG-Based Cuffless Blood Pressure Estimation. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Zhang+H%22">Zhang H</searchLink>; School of Electronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu 611731, China.; School of Life and Environmental Sciences, Guilin University of Electronic Technology, Guilin 541004, China.<br /><searchLink fieldCode="AU" term="%22Hu+X%22">Hu X</searchLink>; School of Life and Environmental Sciences, Guilin University of Electronic Technology, Guilin 541004, China.; Ningbo Ming Sing Optical R&D Co., Ltd., Ningbo 315104, China.<br /><searchLink fieldCode="AU" term="%22Zhang+X%22">Zhang X</searchLink>; School of Life and Environmental Sciences, Guilin University of Electronic Technology, Guilin 541004, China.<br /><searchLink fieldCode="AU" term="%22Chen+Z%22">Chen Z</searchLink>; School of Life and Environmental Sciences, Guilin University of Electronic Technology, Guilin 541004, China.; Guangxi Key Laboratory of Metabolic Reprogramming and Intelligent Medical Engineering for Chronic Diseases, Guilin 541004, China.<br /><searchLink fieldCode="AU" term="%22Liang+Y%22">Liang Y</searchLink>; School of Life and Environmental Sciences, Guilin University of Electronic Technology, Guilin 541004, China.; Guangxi Key Laboratory of Metabolic Reprogramming and Intelligent Medical Engineering for Chronic Diseases, Guilin 541004, China.<br /><searchLink fieldCode="AU" term="%22Wang+G%22">Wang G</searchLink>; The Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Health and Rehabilitation Science, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an 710049, China. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101204366%22">Sensors (Basel, Switzerland)</searchLink> [Sensors (Basel)] 2026 May 02; Vol. 26 (9). <i>Date of Electronic Publication: </i>2026 May 02. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Comparative Study – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22MDPI%22">MDPI </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101204366 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1424-8220 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2214248220%22">14248220 </searchLink><i>NLM ISO Abbreviation: </i>Sensors (Basel) <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42122568 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3390/s26092847 Languages: – Code: eng Text: English Titles: – TitleFull: A Comparative Study of Signal Representations Methods and Deep Learning Architectures for PPG-Based Cuffless Blood Pressure Estimation. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Zhang H – PersonEntity: Name: NameFull: Hu X – PersonEntity: Name: NameFull: Zhang X – PersonEntity: Name: NameFull: Chen Z – PersonEntity: Name: NameFull: Liang Y – PersonEntity: Name: NameFull: Wang G IsPartOfRelationships: – BibEntity: Dates: – D: 02 M: 05 Text: 2026 May 02 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 1424-8220 Numbering: – Type: volume Value: 26 – Type: issue Value: 9 Titles: – TitleFull: Sensors (Basel, Switzerland) Type: main |
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