Attention-Based UNet Deep Learning Model for Plaque Segmentation in Carotid Ultrasound for Stroke Risk Stratification: An Artificial Intelligence Paradigm.
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| Title: | Attention-Based UNet Deep Learning Model for Plaque Segmentation in Carotid Ultrasound for Stroke Risk Stratification: An Artificial Intelligence Paradigm. |
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| Authors: | Jain PK; School of Biomedical Engineering, Indian Institute of Technology (BHU), Varanasi 221005, India., Dubey A; School of Biomedical Engineering, Indian Institute of Technology (BHU), Varanasi 221005, India.; Department of Electronics and Communication, Shree Mata Vaishno Devi University, Jammu 182301, India., Saba L; Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), 09100 Cagliari, Italy., Khanna NN; Department of Cardiology, Indraprastha APOLLO Hospital, New Delhi 110076, India., Laird JR; Heart and Vascular Institute, Adventist Heath St. Helena, St. Helena, CA 94574, USA., Nicolaides A; Vascular Screening and Diagnostic Centre and University of Nicosia Medical School, Nicosia 2409, Cyprus., Fouda MM; Department of Electrical and Computer Engineering, Idaho State University, Pocatello, ID 83209, USA., Suri JS; Stroke Diagnostic and Monitoring Division, AtheroPoint™, Roseville, CA 95661, USA., Sharma N; Department of Electronics and Communication, Shree Mata Vaishno Devi University, Jammu 182301, India. |
| Source: | Journal of cardiovascular development and disease [J Cardiovasc Dev Dis] 2022 Sep 27; Vol. 9 (10). Date of Electronic Publication: 2022 Sep 27. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: MDPI AG Country of Publication: Switzerland NLM ID: 101651414 Publication Model: Electronic Cited Medium: Internet ISSN: 2308-3425 (Electronic) Linking ISSN: 23083425 NLM ISO Abbreviation: J Cardiovasc Dev Dis Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 36286278 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Attention-Based UNet Deep Learning Model for Plaque Segmentation in Carotid Ultrasound for Stroke Risk Stratification: An Artificial Intelligence Paradigm. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Jain+PK%22">Jain PK</searchLink>; School of Biomedical Engineering, Indian Institute of Technology (BHU), Varanasi 221005, India.<br /><searchLink fieldCode="AU" term="%22Dubey+A%22">Dubey A</searchLink>; School of Biomedical Engineering, Indian Institute of Technology (BHU), Varanasi 221005, India.; Department of Electronics and Communication, Shree Mata Vaishno Devi University, Jammu 182301, India.<br /><searchLink fieldCode="AU" term="%22Saba+L%22">Saba L</searchLink>; Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), 09100 Cagliari, Italy.<br /><searchLink fieldCode="AU" term="%22Khanna+NN%22">Khanna NN</searchLink>; Department of Cardiology, Indraprastha APOLLO Hospital, New Delhi 110076, India.<br /><searchLink fieldCode="AU" term="%22Laird+JR%22">Laird JR</searchLink>; Heart and Vascular Institute, Adventist Heath St. Helena, St. Helena, CA 94574, USA.<br /><searchLink fieldCode="AU" term="%22Nicolaides+A%22">Nicolaides A</searchLink>; Vascular Screening and Diagnostic Centre and University of Nicosia Medical School, Nicosia 2409, Cyprus.<br /><searchLink fieldCode="AU" term="%22Fouda+MM%22">Fouda MM</searchLink>; Department of Electrical and Computer Engineering, Idaho State University, Pocatello, ID 83209, USA.<br /><searchLink fieldCode="AU" term="%22Suri+JS%22">Suri JS</searchLink>; Stroke Diagnostic and Monitoring Division, AtheroPoint™, Roseville, CA 95661, USA.<br /><searchLink fieldCode="AU" term="%22Sharma+N%22">Sharma N</searchLink>; Department of Electronics and Communication, Shree Mata Vaishno Devi University, Jammu 182301, India. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101651414%22">Journal of cardiovascular development and disease</searchLink> [J Cardiovasc Dev Dis] 2022 Sep 27; Vol. 9 (10). <i>Date of Electronic Publication: </i>2022 Sep 27. – 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="%22MDPI+AG%22">MDPI AG </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101651414 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2308-3425 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2223083425%22">23083425 </searchLink><i>NLM ISO Abbreviation: </i>J Cardiovasc Dev Dis <i>Subsets: </i>PubMed not MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=36286278 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3390/jcdd9100326 Languages: – Code: eng Text: English Titles: – TitleFull: Attention-Based UNet Deep Learning Model for Plaque Segmentation in Carotid Ultrasound for Stroke Risk Stratification: An Artificial Intelligence Paradigm. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Jain PK – PersonEntity: Name: NameFull: Dubey A – PersonEntity: Name: NameFull: Saba L – PersonEntity: Name: NameFull: Khanna NN – PersonEntity: Name: NameFull: Laird JR – PersonEntity: Name: NameFull: Nicolaides A – PersonEntity: Name: NameFull: Fouda MM – PersonEntity: Name: NameFull: Suri JS – PersonEntity: Name: NameFull: Sharma N IsPartOfRelationships: – BibEntity: Dates: – D: 27 M: 09 Text: 2022 Sep 27 Type: published Y: 2022 Identifiers: – Type: issn-electronic Value: 2308-3425 Numbering: – Type: volume Value: 9 – Type: issue Value: 10 Titles: – TitleFull: Journal of cardiovascular development and disease Type: main |
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