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المؤلفون: Sonia Arrasate, Kepa B. Uribe, Unai Galicia-Garcia, Shifa Jebari-Benslaiman, Helena Ostolaza, César Martín, Fernando Civeira, Humberto González-Díaz, Ana Cenarro, José Angel Fernández-Higuero, Asier Larrea-Sebal, Asier Benito-Vicente
المصدر: JACC: Basic to Translational Science
مصطلحات موضوعية: LNN, linear neural networks, Disease, Cascade screening, Familial hypercholesterolemia, Biology, Machine learning, computer.software_genre, FH, familial hypercholesterolemia, LDL, low-density lipoprotein, machine learning software, medicine, Missense mutation, pathogenicity, EGS, expert-guided selection, ML, machine learning, Gene, AUROC, area under the receiver operating curve, familial hypercholesterolemia, business.industry, nutritional and metabolic diseases, LDL receptor, ESEA, Excel Solver Evolutionary algorithm, prediction, ANN, artificial neural network, Pathogenicity, medicine.disease, LDLr, low-density lipoprotein receptor, UTR, untranslated region, RBF, radial basis function, MLb-LDLr, machine-learning–based low-density lipoprotein receptor software, lipids (amino acids, peptides, and proteins), Artificial intelligence, Preclinical Research, MLP, multilayer perceptron, Cardiology and Cardiovascular Medicine, business, computer, LDA, linear discriminant analysis
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المؤلفون: Larrea-Sebal, A., Benito-Vicente, A., Fernandez-Higuero, J.A., Jebari-Benslaiman, S., Galicia-Garcia, U., Uribe, K.B., Cenarro, A., Ostolaza, H., Civeira, F., Arrasate, S., González-Díaz, H., Martín, C.
المساهمون: Eusko Jaurlaritza, Universidad del País Vasco, Fundación Biofísica Bizkaia
المصدر: Zaguán. Repositorio Digital de la Universidad de Zaragoza
instnameمصطلحات موضوعية: Machine learning software, AUROC, area under the receiver operating curve, Familial hypercholesterolemia, nutritional and metabolic diseases, LDL receptor, LNN, linear neural networks, ESEA, Excel Solver Evolutionary algorithm, ANN, artificial neural network, FH, familial hypercholesterolemia, LDLr, low-density lipoprotein receptor, UTR, untranslated region, RBF, radial basis function, MLb-LDLr, machine-learning–based low-density lipoprotein receptor software, LDL, low-density lipoprotein, Pathogenicity, lipids (amino acids, peptides, and proteins), EGS, expert-guided selection, ML, machine learning, MLP, multilayer perceptron, Prediction, LDA, linear discriminant analysis
وصف الملف: application/pdf
URL الوصول: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::938db6c0fcc9b6a2969af7a8865bdab6
http://hdl.handle.net/10261/311418 -
3مورد إلكتروني
مصطلحات الفهرس: ANN, artificial neural network, AUROC, area under the receiver operating curve, EGS, expert-guided selection, ESEA, Excel Solver Evolutionary algorithm, FH, familial hypercholesterolemia, LDA, linear discriminant analysis, LDL receptor, LDL, low-density lipoprotein, LDLr, low-density lipoprotein receptor, LNN, linear neural networks, ML, machine learning, MLP, multilayer perceptron, MLb-LDLr, machine-learning–based low-density lipoprotein receptor software, RBF, radial basis function, UTR, untranslated region, Familial hypercholesterolemia, Machine learning software, Pathogenicity, Prediction, artículo
URL:
http://hdl.handle.net/10261/311418 https://api.elsevier.com/content/abstract/scopus_id/85118822550 https://doi.org/10.1016/j.jacbts.2021.08.009
Publisher's versionhttps://doi.org/10.1016/j.jacbts.2021.08.009
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4دورية أكاديمية
المؤلفون: Larrea-Sebal A; Fundación Biofísica Bizkaia, Leioa, Spain.; Instituto Biofisika (UPV/EHU, CSIC), University of the Basque Country, Leioa, Spain., Benito-Vicente A; Instituto Biofisika (UPV/EHU, CSIC), University of the Basque Country, Leioa, Spain.; Department of Biochemistry and Molecular Biology, University of the Basque Country, Leioa, Spain., Fernandez-Higuero JA; Department of Biochemistry and Molecular Biology, University of the Basque Country, Leioa, Spain., Jebari-Benslaiman S; Instituto Biofisika (UPV/EHU, CSIC), University of the Basque Country, Leioa, Spain.; Department of Biochemistry and Molecular Biology, University of the Basque Country, Leioa, Spain., Galicia-Garcia U; Fundación Biofísica Bizkaia, Leioa, Spain.; Instituto Biofisika (UPV/EHU, CSIC), University of the Basque Country, Leioa, Spain., Uribe KB; Center for Cooperative Research in Biomaterials (CIC biomaGUNE), Basque Research and Technology Alliance (BRTA), Donostia San Sebastián, Spain., Cenarro A; Lipid Unit, Hospital Universitario Miguel Servet, IIS Aragon, CIBERCV, Universidad de Zaragoza, Spain., Ostolaza H; Instituto Biofisika (UPV/EHU, CSIC), University of the Basque Country, Leioa, Spain.; Department of Biochemistry and Molecular Biology, University of the Basque Country, Leioa, Spain., Civeira F; Lipid Unit, Hospital Universitario Miguel Servet, IIS Aragon, CIBERCV, Universidad de Zaragoza, Spain., Arrasate S; Department of Organic and Inorganic Chemistry, University of Basque Country UPV/EHU, Leioa, Spain., González-Díaz H; Instituto Biofisika (UPV/EHU, CSIC), University of the Basque Country, Leioa, Spain.; IKERBASQUE, Basque Foundation for Science, Bilbao, Spain., Martín C; Instituto Biofisika (UPV/EHU, CSIC), University of the Basque Country, Leioa, Spain.; Department of Biochemistry and Molecular Biology, University of the Basque Country, Leioa, Spain.
المصدر: JACC. Basic to translational science [JACC Basic Transl Sci] 2021 Nov 22; Vol. 6 (11), pp. 815-827. Date of Electronic Publication: 2021 Nov 22 (Print Publication: 2021).
نوع المنشور: Journal Article
بيانات الدورية: Publisher: Elsevier on behalf of the American College of Cardiology Foundation Country of Publication: United States NLM ID: 101677259 Publication Model: eCollection Cited Medium: Internet ISSN: 2452-302X (Electronic) Linking ISSN: 2452302X NLM ISO Abbreviation: JACC Basic Transl Sci Subsets: PubMed not MEDLINE