Cargando…

Stacking Ensemble-Based Intelligent Machine Learning Model for Predicting Post-COVID-19 Complications

The recent outbreak of novel coronavirus disease (COVID-19) has resulted in healthcare crises across the globe. Moreover, the persistent and prolonged complications of post-COVID-19 or long COVID are also putting extreme pressure on hospital authorities due to the constrained healthcare resources. O...

Descripción completa

Detalles Bibliográficos
Autores principales:	Gupta, Aditya, Jain, Vibha, Singh, Amritpal
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Ohmsha 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8669670/ https://www.ncbi.nlm.nih.gov/pubmed/34924675 http://dx.doi.org/10.1007/s00354-021-00144-0

Ejemplares similares

Prediction Framework on Early Urine Infection in IoT–Fog Environment Using XGBoost Ensemble Model
por: Gupta, Aditya, et al.
Publicado: (2023)

Stacked ensemble machine learning for porosity and absolute permeability prediction of carbonate rock plugs
por: Kalule, Ramanzani, et al.
Publicado: (2023)

A Stacking Ensemble Learning Framework for Genomic Prediction
por: Liang, Mang, et al.
Publicado: (2021)

StackBRAF: A Large-Scale Stacking Ensemble Learning for BRAF Affinity Prediction
por: Syahid, Nur Fadhilah, et al.
Publicado: (2023)

An R package for ensemble learning stacking
por: Nukui, Taichi, et al.
Publicado: (2023)

Evaluation of the Nallasamy formula: a stacking ensemble machine learning method for refraction prediction in cataract surgery
por: Li, Tingyang, et al.
Publicado: (2023)

An Intelligent Healthcare Cyber Physical Framework for Encephalitis Diagnosis Based on Information Fusion and Soft-Computing Techniques
por: Gupta, Aditya, et al.
Publicado: (2022)

A stacking ensemble classifier-based machine learning model for classifying pollution sources on photovoltaic panels
por: Khan, Prince Waqas, et al.
Publicado: (2023)

Stacking ensemble learning model to predict 6-month mortality in ischemic stroke patients
por: Hwangbo, Lee, et al.
Publicado: (2022)

Ensemble of machine learning algorithms using the stacked generalization approach to estimate the warfarin dose
por: Ma, Zhiyuan, et al.
Publicado: (2018)

Mortality prediction in ICU Using a Stacked Ensemble Model
por: Ren, Na, et al.
Publicado: (2022)

Explainable prediction of daily hospitalizations for cerebrovascular disease using stacked ensemble learning
por: Lu, Xiaoya, et al.
Publicado: (2023)

A Non-Invasive Interpretable Diagnosis of Melanoma Skin Cancer Using Deep Learning and Ensemble Stacking of Machine Learning Models
por: Alfi, Iftiaz A., et al.
Publicado: (2022)

A hybrid stacked ensemble and Kernel SHAP-based model for intelligent cardiotocography classification and interpretability
por: Feng, Junyuan, et al.
Publicado: (2023)

An Empirical Model to Predict the Diabetic Positive Using Stacked Ensemble Approach
por: R., Sivashankari, et al.
Publicado: (2022)

“Stealing fire or stacking knowledge” by machine intelligence to model link prediction in complex networks
por: Muscoloni, Alessandro, et al.
Publicado: (2022)

Machine Learning-Based Ensemble Model for Zika Virus T-Cell Epitope Prediction
por: Bukhari, Syed Nisar Hussain, et al.
Publicado: (2021)

Author Correction: Stacking ensemble learning model to predict 6-month mortality in ischemic stroke patients
por: Hwangbo, Lee, et al.
Publicado: (2022)

Rumen Fermentation Parameters Prediction Model for Dairy Cows Using a Stacking Ensemble Learning Method
por: Wang, Yuxuan, et al.
Publicado: (2023)

SE-stacking: Improving user purchase behavior prediction by information fusion and ensemble learning
por: Xu, Jing, et al.
Publicado: (2020)

Link Prediction in Complex Networks Using Recursive Feature Elimination and Stacking Ensemble Learning
por: Wang, Tao, et al.
Publicado: (2022)

Computational prediction and interpretation of druggable proteins using a stacked ensemble-learning framework
por: Charoenkwan, Phasit, et al.
Publicado: (2022)

Ensemble machine learning modeling for the prediction of artemisinin resistance in malaria
por: Ford, Colby T., et al.
Publicado: (2020)

Early Prediction of Diabetes Using an Ensemble of Machine Learning Models
por: Dutta, Aishwariya, et al.
Publicado: (2022)

Stack-VTP: prediction of vesicle transport proteins based on stacked ensemble classifier and evolutionary information
por: Chen, Yu, et al.
Publicado: (2023)

Prediction of the Critical Temperature of Superconductors Based on Two-Layer Feature Selection and the Optuna-Stacking Ensemble Learning Model
por: Yu, Jiahao, et al.
Publicado: (2023)

6mA-StackingCV: an improved stacking ensemble model for predicting DNA N6-methyladenine site
por: Huang, Guohua, et al.
Publicado: (2023)

StackEPI: identification of cell line-specific enhancer–promoter interactions based on stacking ensemble learning
por: Fan, Yongxian, et al.
Publicado: (2022)

Hybrid stacked ensemble combined with genetic algorithms for diabetes prediction
por: Abdollahi, Jafar, et al.
Publicado: (2022)

STALLION: a stacking-based ensemble learning framework for prokaryotic lysine acetylation site prediction
por: Basith, Shaherin, et al.
Publicado: (2021)

SCORPION is a stacking-based ensemble learning framework for accurate prediction of phage virion proteins
por: Ahmad, Saeed, et al.
Publicado: (2022)

Heart Failure Emergency Readmission Prediction Using Stacking Machine Learning Model
por: Rahman, Md. Sohanur, et al.
Publicado: (2023)

A stacking ensemble machine learning model to predict alpha-1 antitrypsin deficiency-associated liver disease clinical outcomes based on UK Biobank data
por: Meng, Linxi, et al.
Publicado: (2022)

Evaluation of stacked ensemble model performance to predict clinical outcomes: A COVID-19 study
por: Kablan, Rianne, et al.
Publicado: (2023)

MFDroid: A Stacking Ensemble Learning Framework for Android Malware Detection
por: Wang, Xusheng, et al.
Publicado: (2022)

Application of artificial intelligence ensemble learning model in early prediction of atrial fibrillation
por: Wu, Cai, et al.
Publicado: (2021)

Artificial Intelligence-Based Ensemble Learning Model for Prediction of Hepatitis C Disease
por: Edeh, Michael Onyema, et al.
Publicado: (2022)

Applying an Improved Stacking Ensemble Model to Predict the Mortality of ICU Patients with Heart Failure
por: Chiu, Chih-Chou, et al.
Publicado: (2022)

A greedy stacking algorithm for model ensembling and domain weighting
por: Kurz, Christoph F., et al.
Publicado: (2020)

Pediatric pneumonia diagnosis using stacked ensemble learning on multi-model deep CNN architectures
por: Arun Prakash, J, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_10li40li4bigsahdih3eern199