Cargando…

Efficient management strategy of COVID-19 patients based on cluster analysis and clinical decision tree classification

Early classification and risk assessment for COVID-19 patients are critical for improving their terminal prognosis, and preventing the patients deteriorate into severe or critical situation. We performed a retrospective study on 222 COVID-19 patients in Wuhan treated between January 23rd and Februar...

Descripción completa

Detalles Bibliográficos
Autores principales:	Li, Zhi, Wang, Ling, Huang, Lv-shuai, Zhang, Meng, Cai, Xianhua, Xu, Feng, Wu, Fei, Li, Honghua, Huang, Wencai, Zhou, Qunfang, Yao, Jing, Liang, Yong, Liu, Guoliang
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8100107/ https://www.ncbi.nlm.nih.gov/pubmed/33953307 http://dx.doi.org/10.1038/s41598-021-89187-3

Ejemplares similares

Decision tree methods: applications for classification and prediction
por: SONG, Yan-yan, et al.
Publicado: (2015)

Preprocessing of Tandem Mass Spectrometric Data Based on Decision Tree Classification
por: Zhang, Jing-Fen, et al.
Publicado: (2005)

Classification of genomic islands using decision trees and their ensemble algorithms
por: Che, Dongsheng, et al.
Publicado: (2010)

Decision trees: from efficient prediction to responsible AI
por: Blockeel, Hendrik, et al.
Publicado: (2023)

Early Detection of College Students' Psychological Problems Based on Decision Tree Model
por: Huang, Yunpeng, et al.
Publicado: (2022)

Efficient E-Mail Spam Detection Strategy Using Genetic Decision Tree Processing with NLP Features
por: Ismail, Safaa S. I., et al.
Publicado: (2022)

Traditional Chinese Medicine Constitution Discrimination Model Based on Metabolomics and Random Forest Decision Tree Algorithm
por: Huang, Chaodong, et al.
Publicado: (2022)

Construction of College Chinese Blended Teaching Mode Based on Decision Tree Classification Model in New Media Context
por: Huang, Pingge
Publicado: (2022)

Decision Tree of Occupational Lung Cancer Using Classification and Regression Analysis
por: Kim, Tae-Woo, et al.
Publicado: (2010)

Bayesian Decision Tree for the Classification of the Mode of Motion in Single-Molecule Trajectories
por: Türkcan, Silvan, et al.
Publicado: (2013)

OmniGA: Optimized Omnivariate Decision Trees for Generalizable Classification Models
por: Magana-Mora, Arturo, et al.
Publicado: (2017)

Combination of Topic Modelling and Decision Tree Classification for Tourist Destination Marketing
por: Christodoulou, Evripides, et al.
Publicado: (2020)

Classification of Biodegradable Substances Using Balanced Random Trees and Boosted C5.0 Decision Trees
por: Elsayad, Alaa M., et al.
Publicado: (2020)

Superiority of Classification Tree versus Cluster, Fuzzy and Discriminant Models in a Heartbeat Classification System
por: Krasteva, Vessela, et al.
Publicado: (2015)

Traditional Chinese medicine pharmacovigilance in signal detection: decision tree-based data classification
por: Wei, Jian-Xiang, et al.
Publicado: (2018)

Diagnosis of Ovarian Cancer Using Decision Tree Classification of Mass Spectral Data
por: Vlahou, Antonia, et al.
Publicado: (2003)

Motor Imagery EEG Classification Based on Decision Tree Framework and Riemannian Geometry
por: Guan, Shan, et al.
Publicado: (2019)

Disease Classification Based on Eye Movement Features With Decision Tree and Random Forest
por: Mao, Yuxing, et al.
Publicado: (2020)

Analysis of Decision Tree and K-Nearest Neighbor Algorithm in the Classification of Breast Cancer
por: Rajaguru, Harikumar, et al.
Publicado: (2019)

Accurate classification of secondary progression in multiple sclerosis using a decision tree
por: Ramanujam, Ryan, et al.
Publicado: (2020)

Molecular Decision Tree Algorithms Predict Individual Recurrence Pattern for Locally Advanced Nasopharyngeal Carcinoma
por: Cai, Hongmin, et al.
Publicado: (2019)

TreeCluster: Clustering biological sequences using phylogenetic trees
por: Balaban, Metin, et al.
Publicado: (2019)

A novel histopathological classification of implant periapical lesion: A systematic review and treatment decision tree
por: Gong, Jiaming, et al.
Publicado: (2022)

Classification of premalignant pancreatic cancer mass-spectrometry data using decision tree ensembles
por: Ge, Guangtao, et al.
Publicado: (2008)

Multivariate decision tree design for the classification of multi-jet topologies in $e^{+}e^{-}$ collisions
por: Mjahed, M
Publicado: (2002)

A novel decision tree classification based on post-pruning with Bayes minimum risk
por: Ahmed, Ahmed Mohamed, et al.
Publicado: (2018)

Exploratory Use of Decision Tree Analysis in Classification of Outcome in Hypoxic–Ischemic Brain Injury
por: Phan, Thanh G., et al.
Publicado: (2018)

Classification of Fatigued and Drunk Driving Based on Decision Tree Methods: A Simulator Study
por: Yao, Ying, et al.
Publicado: (2019)

Classification Based on Extraction Socket Buccal Bone Morphology and Related Treatment Decision Tree
por: Steigmann, Larissa, et al.
Publicado: (2022)

Classification and Recognition of Building Appearance Based on Optimized Gradient-Boosted Decision Tree Algorithm
por: Hu, Mengting, et al.
Publicado: (2023)

Classification and regression trees
por: Breiman, Leo, et al.
Publicado: (1984)

Classification and regression trees /
Publicado: (1984)

Central Sensitivity Is Associated with Poor Recovery of Pain: Prediction, Cluster, and Decision Tree Analyses
por: Shigetoh, Hayato, et al.
Publicado: (2020)

Recruitment decision Tree
por: Marcastel, Fabienne
Publicado: (2016)

Decision Tree Analysis of Traditional Risk Factors of Carotid Atherosclerosis and a Cutpoint-Based Prevention Strategy
por: Qin, Guangming, et al.
Publicado: (2014)

From the insight of glucose metabolism disorder: Oxygen therapy and blood glucose monitoring are crucial for quarantined COVID-19 patients
por: Li, Zhi, et al.
Publicado: (2020)

LPI-EnEDT: an ensemble framework with extra tree and decision tree classifiers for imbalanced lncRNA-protein interaction data classification
por: Peng, Lihong, et al.
Publicado: (2021)

A Modified Decision Tree Algorithm Based on Genetic Algorithm for Mobile User Classification Problem
por: Liu, Dong-sheng, et al.
Publicado: (2014)

Aneurysmal subarachnoid hemorrhage prognostic decision-making algorithm using classification and regression tree analysis
por: Lo, Benjamin W. Y., et al.
Publicado: (2016)

The Reliability of Classification of Terminal Nodes in GUIDE Decision Tree to Predict the Nonalcoholic Fatty Liver Disease
por: Birjandi, Mehdi, et al.
Publicado: (2016)

Cannot write session to /tmp/vufind_sessions/sess_984f7e6fghiesfgfrqq9282gil