Deep Learning in Personalization of Cardiovascular Stents.
Deep learning (DL) application has demonstrated its enormous potential in accomplishing biomedical tasks, such as vessel segmentation, brain visualization, and speech recognition. This review article has mainly covered recent advances in the principles of DL algorithms, existing DL software, and des...
| Publicado en: | Journal of Cardiovascular Pharmacology & Therapeutics Vol. 25; no. 2; pp. 110 - 121 |
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| Autores principales: | , , , |
| Formato: | review Journal Article |
| Publicado: |
Sage Publications Inc.
Mar2020
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=141474746&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 141474746 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 10742484 KZD jtl: Journal of Cardiovascular Pharmacology & Therapeutics issn: 10742484 maglogo: Y pubinfo: dt: Mar2020 vid: 25 iid: 2 pid: 344 pub: Sage Publications Inc. place: Thousand Oaks, California artinfo: ui: 141474746 141474746 NLM31554426 141474746 10.1177/1074248419878405 NLM31554426 141474746 ppf: 110 ppct: 11 formats: tig: atl: Deep Learning in Personalization of Cardiovascular Stents. aug: au: Lee, Yugyung Veerubhotla, Krishna Jeong, Myung Ho Lee, Chi H. affil: School of Computing and Engineering, University of Missouri-Kansas City, MO, USA sug: subj: Prosthesis Design Stents Coronary Arteriosclerosis Therapy Cardiovascular Care Equipment and Supplies Computer-Aided Design Software Cardiovascular Care Adverse Effects Predictive Value of Tests Coronary Arteriosclerosis Physiopathology Patient Selection Coronary Arteriosclerosis ab: Deep learning (DL) application has demonstrated its enormous potential in accomplishing biomedical tasks, such as vessel segmentation, brain visualization, and speech recognition. This review article has mainly covered recent advances in the principles of DL algorithms, existing DL software, and designing strategies of DL models. Latest progresses in cardiovascular devices, especially DL-based cardiovascular stent used for angioplasty, differential and advanced diagnostic means, and the treatment outcomes involved with coronary artery disease (CAD), are discussed. Also presented is DL-based discovery of new materials and future medical technologies that will facilitate the development of tailored and personalized treatment strategies by identifying and forecasting individual impending risks of cardiovascular diseases. pubtype: Academic Journal doctype: review Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
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