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Deep learning for carotid Doppler spectra classification.

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Title: Deep learning for carotid Doppler spectra classification.
Authors: Bhikha C; Manufacturing Cluster, Council for Scientific and Industrial Research (CSIR), Pretoria, South Africa. CBhikha@csir.co.za., Dhuness K; Manufacturing Cluster, Council for Scientific and Industrial Research (CSIR), Pretoria, South Africa., Mennen M; Division of Cardiology, Department of Medicine, University of Cape Town and University of Cape Town/South African Medical Research Council Extramural Unit On Intersection of Noncommunicable Diseases and Infectious Diseases, Cape Town, South Africa., Jamieson-Luff N; Division of Cardiology, Department of Medicine, University of Cape Town and University of Cape Town/South African Medical Research Council Extramural Unit On Intersection of Noncommunicable Diseases and Infectious Diseases, Cape Town, South Africa., Ntusi NAB; Division of Cardiology, Department of Medicine, University of Cape Town and University of Cape Town/South African Medical Research Council Extramural Unit On Intersection of Noncommunicable Diseases and Infectious Diseases, Cape Town, South Africa., Wheatley R; Manufacturing Cluster, Council for Scientific and Industrial Research (CSIR), Pretoria, South Africa.
Source: Medical & biological engineering & computing [Med Biol Eng Comput] 2026 Jun; Vol. 64 (6), pp. 2133-2147. Date of Electronic Publication: 2026 Apr 14.
Publication Type: Journal Article
Journal Info: Publisher: Springer Country of Publication: United States NLM ID: 7704869 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1741-0444 (Electronic) Linking ISSN: 01400118 NLM ISO Abbreviation: Med Biol Eng Comput Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Deep learning for carotid Doppler spectra classification.
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  Data: <searchLink fieldCode="AU" term="%22Bhikha+C%22">Bhikha C</searchLink>; Manufacturing Cluster, Council for Scientific and Industrial Research (CSIR), Pretoria, South Africa. CBhikha@csir.co.za.<br /><searchLink fieldCode="AU" term="%22Dhuness+K%22">Dhuness K</searchLink>; Manufacturing Cluster, Council for Scientific and Industrial Research (CSIR), Pretoria, South Africa.<br /><searchLink fieldCode="AU" term="%22Mennen+M%22">Mennen M</searchLink>; Division of Cardiology, Department of Medicine, University of Cape Town and University of Cape Town/South African Medical Research Council Extramural Unit On Intersection of Noncommunicable Diseases and Infectious Diseases, Cape Town, South Africa.<br /><searchLink fieldCode="AU" term="%22Jamieson-Luff+N%22">Jamieson-Luff N</searchLink>; Division of Cardiology, Department of Medicine, University of Cape Town and University of Cape Town/South African Medical Research Council Extramural Unit On Intersection of Noncommunicable Diseases and Infectious Diseases, Cape Town, South Africa.<br /><searchLink fieldCode="AU" term="%22Ntusi+NAB%22">Ntusi NAB</searchLink>; Division of Cardiology, Department of Medicine, University of Cape Town and University of Cape Town/South African Medical Research Council Extramural Unit On Intersection of Noncommunicable Diseases and Infectious Diseases, Cape Town, South Africa.<br /><searchLink fieldCode="AU" term="%22Wheatley+R%22">Wheatley R</searchLink>; Manufacturing Cluster, Council for Scientific and Industrial Research (CSIR), Pretoria, South Africa.
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  Data: <searchLink fieldCode="JN" term="%227704869%22">Medical & biological engineering & computing</searchLink> [Med Biol Eng Comput] 2026 Jun; Vol. 64 (6), pp. 2133-2147. <i>Date of Electronic Publication: </i>2026 Apr 14.
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        Value: 10.1007/s11517-026-03569-1
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        Text: English
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              Text: 2026 Jun
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