Cargando…

Establishment of a differential diagnosis method and an online prediction platform for AOSD and sepsis based on gradient boosting decision trees algorithm

OBJECTIVE: The differential diagnosis between adult-onset Still’s disease (AOSD) and sepsis has always been a challenge. In this study, a machine learning model for differential diagnosis of AOSD and sepsis was developed and an online platform was developed to facilitate the clinical application of...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zhou, Dongmei, Xie, Jingzhi, Wang, Jiarui, Zong, Juan, Fang, Quanquan, Luo, Fei, Zhang, Ting, Ma, Hua, Cao, Lina, Yin, Hanqiu, Yin, Songlou, Li, Shuyan
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2023
Materias:	Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10652592/ https://www.ncbi.nlm.nih.gov/pubmed/37974244 http://dx.doi.org/10.1186/s13075-023-03207-3

Ejemplares similares

Efficacy and Safety of 22-Oxa-Calcitriol in Patients with Rheumatoid Arthritis: A Phase II Trial
por: Li, Chaohong, et al.
Publicado: (2018)

Ferritin-induced NETs lead to cytokine storm in AOSD
por: Onuora, Sarah
Publicado: (2023)

4. A case of AOSD with acute hepatitis during pregnancy
por: Hadavi, Shahryar, et al.
Publicado: (2017)

4. A case of AOSD with acute hepatitis during pregnancy
por: Hadavi, Shahryar, et al.
Publicado: (2017)

Predicting in-hospital mortality in ICU patients with sepsis using gradient boosting decision tree
por: Li, Ke, et al.
Publicado: (2021)

Urban and individual correlates of subjective well-being in China: An application of gradient boosting decision trees
por: Huang, Xiaoyan, et al.
Publicado: (2023)

(18)F-FDG PET/CT Associates With Disease Activity and Clinical Recurrence of AOSD Patients
por: Li, Xian, et al.
Publicado: (2021)

Waist circumference prediction for epidemiological research using gradient boosted trees
por: Zhou, Weihong, et al.
Publicado: (2021)

Identification of cyclin protein using gradient boost decision tree algorithm
por: Zulfiqar, Hasan, et al.
Publicado: (2021)

Feature Importance in Gradient Boosting Trees with Cross-Validation Feature Selection
por: Adler, Afek Ilay, et al.
Publicado: (2022)

Modeling Tick Populations: An Ecological Test Case for Gradient Boosted Trees
por: Manley, William, et al.
Publicado: (2023)

Adult-Onset Still’s Disease (AOSD) Associated With Collagenous Colitis (CC) and Basedow’s Disease: A Case Report
por: Stiuliuc, Alina, et al.
Publicado: (2023)

Classification of Data from Electronic Nose Using Gradient Tree Boosting Algorithm
por: Luo, Yuan, et al.
Publicado: (2017)

Gradient tree boosting and network propagation for the identification of pan-cancer survival networks
por: Thedinga, Kristina, et al.
Publicado: (2022)

Gradient boosting decision-tree-based algorithm with neuroimaging for personalized treatment in depression
por: Ali, Farzana Z., et al.
Publicado: (2022)

Computer-aided diagnosis of lung nodule using gradient tree boosting and Bayesian optimization
por: Nishio, Mizuho, et al.
Publicado: (2018)

Predictive modeling of Pseudomonas syringae virulence on bean using gradient boosted decision trees
por: Almeida, Renan N. D., et al.
Publicado: (2022)

ACP-GBDT: An improved anticancer peptide identification method with gradient boosting decision tree
por: Li, Yanjuan, et al.
Publicado: (2023)

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

PredRSA: a gradient boosted regression trees approach for predicting protein solvent accessibility
por: Fan, Chao, et al.
Publicado: (2016)

PredPRBA: Prediction of Protein-RNA Binding Affinity Using Gradient Boosted Regression Trees
por: Deng, Lei, et al.
Publicado: (2019)

Accurate prediction of functional effects for variants by combining gradient tree boosting with optimal neighborhood properties
por: Pan, Yuliang, et al.
Publicado: (2017)

Gradient Boosting Decision Tree-Based Method for Predicting Interactions Between Target Genes and Drugs
por: Xuan, Ping, et al.
Publicado: (2019)

Large-Scale Gastric Cancer Susceptibility Gene Identification Based on Gradient Boosting Decision Tree
por: Chen, Qing, et al.
Publicado: (2022)

Artificial Flora Algorithm-Based Feature Selection with Gradient Boosted Tree Model for Diabetes Classification
por: P, Nagaraj, et al.
Publicado: (2021)

Gradient Boosting Decision Tree Algorithm for the Prediction of Postoperative Intraocular Lens Position in Cataract Surgery
por: Li, Tingyang, et al.
Publicado: (2020)

Predicting Parkinson disease related genes based on PyFeat and gradient boosted decision tree
por: Helmy, Marwa, et al.
Publicado: (2022)

Prediction of Length of Hospital Stay of COVID-19 Patients Using Gradient Boosting Decision Tree
por: Askari, GholamReza, et al.
Publicado: (2022)

Epilepsy Seizures Prediction Based on Nonlinear Features of EEG Signal and Gradient Boosting Decision Tree
por: Xu, Xin, et al.
Publicado: (2022)

IL-22 inhibits bleomycin-induced pulmonary fibrosis in association with inhibition of IL-17A in mice
por: Qu, Ziye, et al.
Publicado: (2022)

Smart City Mobility Application—Gradient Boosting Trees for Mobility Prediction and Analysis Based on Crowdsourced Data
por: Semanjski, Ivana, et al.
Publicado: (2015)

A gradient tree boosting and network propagation derived pan-cancer survival network of the tumor microenvironment
por: Thedinga, Kristina, et al.
Publicado: (2021)

Risk stratification for COVID-19 hospitalization: a multivariable model based on gradient-boosting decision trees
por: Gutierrez, Jahir M., et al.
Publicado: (2021)

Gradient boosted trees with individual explanations: An alternative to logistic regression for viability prediction in the first trimester of pregnancy
por: Vaulet, Thibaut, et al.
Publicado: (2022)

Identifying Key Factors Associated with Green Justice in Accessibility: A Gradient Boosting Decision Tree Analysis
por: Du, Sainan, et al.
Publicado: (2022)

Diagnosis of acute myeloid leukaemia on microarray gene expression data using categorical gradient boosted trees
por: Angelakis, Athanasios, et al.
Publicado: (2023)

Derivation and validation of four patient clusters in Still’s disease, results from GIRRCS AOSD-study group and AIDA Network Still Disease Registry
por: Ruscitti, Piero, et al.
Publicado: (2023)

Multi-scale encoding of amino acid sequences for predicting protein interactions using gradient boosting decision tree
por: Zhou, Chang, et al.
Publicado: (2017)

A Hyperspectral Image Classification Approach Based on Feature Fusion and Multi-Layered Gradient Boosting Decision Trees
por: Xu, Shenyuan, et al.
Publicado: (2020)

Inclusion of genetic variants in an ensemble of gradient boosting decision trees does not improve the prediction of citalopram treatment response
por: Shumake, Jason, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_c6o60abv2t2bbfoj0b040e8egr