Cargando…

COVID Mortality Prediction with Machine Learning Methods: A Systematic Review and Critical Appraisal

More than a year has passed since the report of the first case of coronavirus disease 2019 (COVID), and increasing deaths continue to occur. Minimizing the time required for resource allocation and clinical decision making, such as triage, choice of ventilation modes and admission to the intensive c...

Descripción completa

Detalles Bibliográficos
Autores principales:	Bottino, Francesca, Tagliente, Emanuela, Pasquini, Luca, Napoli, Alberto Di, Lucignani, Martina, Figà-Talamanca, Lorenzo, Napolitano, Antonio
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Review
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8467935/ https://www.ncbi.nlm.nih.gov/pubmed/34575670 http://dx.doi.org/10.3390/jpm11090893

Ejemplares similares

Spatial Stability of Functional Networks: A Measure to Assess the Robustness of Graph-Theoretical Metrics to Spatial Errors Related to Brain Parcellation
por: Bottino, Francesca, et al.
Publicado: (2022)

AI and High-Grade Glioma for Diagnosis and Outcome Prediction: Do All Machine Learning Models Perform Equally Well?
por: Pasquini, Luca, et al.
Publicado: (2021)

Deep Learning Can Differentiate IDH-Mutant from IDH-Wild GBM
por: Pasquini, Luca, et al.
Publicado: (2021)

Early alterations of cortical thickness and gyrification in migraine without aura: a retrospective MRI study in pediatric patients
por: Guarnera, Alessia, et al.
Publicado: (2021)

In Vivo Brain GSH: MRS Methods and Clinical Applications
por: Bottino, Francesca, et al.
Publicado: (2021)

Magnetic resonance imaging based neurosurgical planning on hololens 2: A feasibility study in a paediatric hospital
por: Antonelli, Martina, et al.
Publicado: (2023)

A New Pattern of Brain and Cord Gadolinium Enhancement in Molybdenum Cofactor Deficiency: A Case Report
por: Lucignani, Giulia, et al.
Publicado: (2023)

Synthetic Post-Contrast Imaging through Artificial Intelligence: Clinical Applications of Virtual and Augmented Contrast Media
por: Pasquini, Luca, et al.
Publicado: (2022)

Harmonic Analysis and Group Representation
por: Figa-Talamanca, Alessandro
Publicado: (2011)

3D CT-Inclusive Deep-Learning Model to Predict Mortality, ICU Admittance, and Intubation in COVID-19 Patients
por: Di Napoli, Alberto, et al.
Publicado: (2022)

From Fetal to Neonatal Neuroimaging in TORCH Infections: A Pictorial Review
por: Lucignani, Giulia, et al.
Publicado: (2022)

Harmonic analysis and representation theory for groups acting on homogenous trees
por: Figá-Talamanca, Alessandro, et al.
Publicado: (1991)

Harmonic analysis for anisotropic random walks on homogeneous trees
por: Figa-Talamanca, Alessandro, et al.
Publicado: (1994)

Through the Newsfeed Glass: Rethinking Filter Bubbles and Echo Chambers
por: Figà Talamanca, Giacomo, et al.
Publicado: (2022)

Predictors of Evolution Into Multiple Sclerosis After a First Acute Demyelinating Syndrome in Children and Adolescents
por: Papetti, Laura, et al.
Publicado: (2019)

Machine Learning in Health Care: A Critical Appraisal of Challenges and Opportunities
por: Sendak, Mark, et al.
Publicado: (2019)

Critical Appraisal of a Machine Learning Paper: A Guide for the Neurologist
por: Vinny, Pulikottil W., et al.
Publicado: (2021)

Machine learning in vascular surgery: a systematic review and critical appraisal
por: Li, Ben, et al.
Publicado: (2022)

Robo-advisor acceptance: Do gender and generation matter?
por: Figà-Talamanca, Gianna, et al.
Publicado: (2022)

The Ketogenic Diet Increases In Vivo Glutathione Levels in Patients with Epilepsy
por: Napolitano, Antonio, et al.
Publicado: (2020)

Effect of tumor genetics, pathology, and location on fMRI of language reorganization in brain tumor patients
por: Pasquini, Luca, et al.
Publicado: (2023)

A Clinician's Guide to Artificial Intelligence: How to Critically Appraise Machine Learning Studies
por: Faes, Livia, et al.
Publicado: (2020)

Open-Source Clinical Machine Learning Models: Critical Appraisal of Feasibility, Advantages, and Challenges
por: Harish, Keerthi B, et al.
Publicado: (2022)

Strontium ranelate in postmenopausal osteoporosis treatment: a critical appraisal
por: Cesareo, Roberto, et al.
Publicado: (2010)

Machine learning models for predicting acute kidney injury: a systematic review and critical appraisal
por: Vagliano, Iacopo, et al.
Publicado: (2022)

Cryptococcal Meningitis and Post-Infectious Inflammatory Response Syndrome in a Patient With X-Linked Hyper IgM Syndrome: A Case Report and Review of the Literature
por: Romani, Lorenza, et al.
Publicado: (2021)

A Case Report of Pediatric Patient with Tuberous Sclerosis and Radiologically Isolated Syndrome
por: Sforza, Giorgia, et al.
Publicado: (2023)

Critical appraisal of lurasidone in the management of schizophrenia
por: Caccia, Silvio, et al.
Publicado: (2012)

Machine Learning–Based Short-Term Mortality Prediction Models for Patients With Cancer Using Electronic Health Record Data: Systematic Review and Critical Appraisal
por: Lu, Sheng-Chieh, et al.
Publicado: (2022)

Critical Appraisal of Anesthesiology Educational Research for 2017
por: Zisblatt, Lara, et al.
Publicado: (2019)

Critical Appraisal of the MTT Assay in the Presence of Rottlerin and Uncouplers
por: Maioli, Emanuela, et al.
Publicado: (2009)

Critical Appraisal --- The Response
por: Garg, Ritesh, et al.
Publicado: (2018)

Critical appraisal of the literature
por: FERREIRA, ÁLIDA ROSÁRIA SILVA, et al.
Publicado: (2021)

Cutaneous Infantile Haemangiomas with Intracranial and Intraspinal Involvement: A European Multicentre Experience and Review
por: DIOCIAIUTI, Andrea, et al.
Publicado: (2020)

A critical appraisal on AIT in childhood asthma
por: Ferrando, Matteo, et al.
Publicado: (2018)

The synthesis of scientific shreds of evidence: a critical appraisal on systematic review and meta-analysis methodology
por: Bertolaccini, Luca, et al.
Publicado: (2020)

A clinician’s guide to understanding and critically appraising machine learning studies: a checklist for Ruling Out Bias Using Standard Tools in Machine Learning (ROBUST-ML)
por: Al-Zaiti, Salah S, et al.
Publicado: (2022)

Single brain metastasis versus glioblastoma multiforme: a VOI-based multiparametric analysis for differential diagnosis
por: Romano, Andrea, et al.
Publicado: (2022)

Proton Pump Inhibitors and Fractures in Adults: A Critical Appraisal and Review of the Literature
por: Briganti, Silvia Irina, et al.
Publicado: (2021)

Effects of Opium Use on Cardiovascular Mortality: A Critical Appraisal of a Topic
por: MOEZI, Seyyed Ali, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_ek4nn8q10t9dofir2maqcah3c1