المؤلفون: Kai Zhou, Yaoting Sun, Lu Li, Zelin Zang, Jing Wang, Jun Li, Junbo Liang, Fangfei Zhang, Qiushi Zhang, Weigang Ge, Hao Chen, Xindong Sun, Liang Yue, Xiaomai Wu, Bo Shen, Jiaqin Xu, Hongguo Zhu, Shiyong Chen, Hai Yang, Shigao Huang, Minfei Peng, Dongqing Lv, Chao Zhang, Haihong Zhao, Luxiao Hong, Zhehan Zhou, Haixiao Chen, Xuejun Dong, Chunyu Tu, Minghui Li, Yi Zhu, Baofu Chen, Stan Z. Li, Tiannan Guo

المصدر: Computational and Structural Biotechnology Journal, Vol 19, Iss , Pp 3640-3649 (2021)

مصطلحات موضوعية: COVID-19, SARS-CoV-2, Severity prediction, Machine learning, Routine clinical test, Longitudinal dynamics, Biotechnology, TP248.13-248.65

وصف الملف: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2001037021002609; https://doaj.org/toc/2001-0370

URL الوصول: https://doaj.org/article/1126124f90cd475e8b355f704bd6ff9c

المؤلفون: Shigao Huang, Xindong Sun, Chunyu Tu, Haihong Zhao, Xuejun Dong, Baofu Chen, Lu Li, Hai Yang, Xiaomai Wu, Liang Yue, Bo Shen, Fangfei Zhang, Minfei Peng, Dongqing Lv, Luxiao Hong, Stan Z. Li, Tiannan Guo, Shiyong Chen, Hongguo Zhu, Qiushi Zhang, Zelin Zang, Chao Zhang, Yaoting Sun, Jing Wang, Yi Zhu, Jiaqin Xu, Zhehan Zhou, Junbo Liang, Weigang Ge, Jun Li, Hao Chen, Minghui Li, Haixiao Chen, Kai Zhou

المصدر: Computational and Structural Biotechnology Journal, Vol 19, Iss, Pp 3640-3649 (2021)
Computational and Structural Biotechnology Journal

مصطلحات موضوعية: Declaration, LOESS, locally estimated scatterplot smoothing, AST, aspartate aminotransferase, Research purpose, computer.software_genre, Biochemistry, AUC, area under the curve, 0302 clinical medicine, Informed consent, Structural Biology, SHAP, SHapley Additive exPlanations, GA, genetic algorithm, Medicine, Severity prediction, Predictive dynamics, TT, thrombin time, 0303 health sciences, LDH, lactate dehydrogenase, eGFR, estimated glomerular filtration rate, ROC, receiver operating characteristics, Subject (documents), Predictive value, PCT, procalcitonin, CT, computed tomography, Test (assessment), Computer Science Applications, NPV, negative predictive value, GGT, gamma glutamyl transpeptidase, 030220 oncology & carcinogenesis, Cohort, CRP, C-reactive protein, LOS, length of stay, Biotechnology, NETs, neutrophil extracellular traps, LAC, lactate, medicine.medical_specialty, Coronavirus disease 2019 (COVID-19), Biophysics, Feature selection, Machine learning, Article, Mg, magnesium, 03 medical and health sciences, Text mining, Routine clinical test, Genetics, APTT, activated partial thromboplastin time, Normal range, ComputingMethodologies_COMPUTERGRAPHICS, 030304 developmental biology, HIS, hospital information system, ESR, erythrocyte sedimentation rate, SVM, support vector machine, SARS-CoV-2, business.industry, Disease progression, BASO#, basophil counts, COVID-19, Retrospective cohort study, CFDA, China Food and Drug Administration, PPV, positive predictive value, RT-PCR, reverse transcriptase -polymerase chain reaction, Family medicine, SaO2, oxygen saturation, ABG, arterial blood gas, Longitudinal dynamics, Artificial intelligence, business, computer, CK, creatine kinase, Medical ethics, TP248.13-248.65

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::49252b86402de34f8cca7a5cb747c752
https://doi.org/10.1016/j.csbj.2021.06.022

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