4.6 Article

SMOTE-NC and gradient boosting imputation based random forest classifier for predicting severity level of covid-19 patients with blood samples

Related references

Note: Only part of the references are listed.
Article Computer Science, Information Systems

A new approach for classifying coronavirus COVID-19 based on its manifestation on chest X-rays using texture features and neural networks

Sergio Varela-Santos et al.

Summary: In this study, supervised learning models were used to conduct experiments in accurately classifying medical images of COVID-19 patients and other related lung diseases. The goal was to lay the groundwork for the future development of a system capable of automatically detecting the COVID-19 disease based on its manifestation on chest X-rays and computerized tomography images of the lungs.

INFORMATION SCIENCES (2021)

Article Automation & Control Systems

Finite-time dissipative control for time-delay Markov jump systems with conic-type non-linearities under guaranteed cost controller and quantiser

Xiang Zhang et al.

Summary: In this study, an asynchronous dissipative output feedback controller was designed for a class of conic-type non-linear time-delay Markov jump systems, utilizing a hidden Markov model to address non-synchronous issues and quantisers for controller design. By solving a set of linear matrix inequalities, the finite-time boundedness and strict dissipativity of closed-loop systems were ensured, along with meeting guaranteed cost-control performance. The correctness and feasibility of this approach were demonstrated through a given example.

IET CONTROL THEORY AND APPLICATIONS (2021)

Editorial Material Public, Environmental & Occupational Health

Identification of COVID-19 can be quicker through artificial intelligence framework using a mobile phone-based survey when cities and towns are under quarantine

Arni S. R. Srinivasa Rao et al.

INFECTION CONTROL AND HOSPITAL EPIDEMIOLOGY (2020)

Article Medicine, General & Internal

Clinical Characteristics of 138 Hospitalized Patients With 2019 Novel Coronavirus-Infected Pneumonia in Wuhan, China

Dawei Wang et al.

JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION (2020)

Review Virology

Coronavirus infections and immune responses

Geng Li et al.

JOURNAL OF MEDICAL VIROLOGY (2020)

Article Public, Environmental & Occupational Health

Rapid point-of-care testing for SARS-CoV-2 in a community screening setting shows low sensitivity

M. Doehla et al.

PUBLIC HEALTH (2020)

Article Biochemistry & Molecular Biology

Artificial intelligence-enabled rapid diagnosis of patients with COVID-19

Xueyan Mei et al.

NATURE MEDICINE (2020)

Editorial Material Medicine, General & Internal

Critical Supply Shortages - The Need for Ventilators and Personal Protective Equipment during the Covid-19 Pandemic

Megan L. Ranney et al.

NEW ENGLAND JOURNAL OF MEDICINE (2020)

Article Engineering, Multidisciplinary

A Deep Learning System to Screen Novel Coronavirus Disease 2019 Pneumonia

Xiaowei Xu et al.

ENGINEERING (2020)

Review Virology

Epidemiology and clinical features of COVID-19: A review of current literature

Juan A. Siordia

JOURNAL OF CLINICAL VIROLOGY (2020)

Article Mathematics, Interdisciplinary Applications

Prediction of epidemic trends in COVID-19 with logistic model and machine learning technics

Peipei Wang et al.

CHAOS SOLITONS & FRACTALS (2020)

Article Mathematics, Interdisciplinary Applications

Association between weather data and COVID-19 pandemic predicting mortality rate: Machine learning approaches

Zohair Malki et al.

CHAOS SOLITONS & FRACTALS (2020)

Article Automation & Control Systems

State and parameter joint estimation of linear stochastic systems in presence of faults andnon-Gaussiannoises

Vladimir Stojanovic et al.

INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL (2020)

Article Health Care Sciences & Services

Clinical Predictive Models for COVID-19: Systematic Study

Patrick Schwab et al.

JOURNAL OF MEDICAL INTERNET RESEARCH (2020)

Article Computer Science, Information Systems

Synthetic minority oversampling of vital statistics data with generative adversarial networks

Aki Koivu et al.

JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2020)

Article Mathematics, Interdisciplinary Applications

Comparison of deep learning approaches to predict COVID-19 infection

Talha Burak Alakus et al.

CHAOS SOLITONS & FRACTALS (2020)

Review Biochemistry & Molecular Biology

Applications of genome editing technology in the targeted therapy of human diseases: mechanisms, advances and prospects

Hongyi Li et al.

SIGNAL TRANSDUCTION AND TARGETED THERAPY (2020)

Correction Hematology

Hematologic parameters in patients with COVID-19 infection (vol 95, pg E131, 2020)

B. E. Fan et al.

AMERICAN JOURNAL OF HEMATOLOGY (2020)

Article Computer Science, Artificial Intelligence

An interpretable mortality prediction model for COVID-19 patients

Li Yan et al.

NATURE MACHINE INTELLIGENCE (2020)

Article Computer Science, Information Systems

Detecting Travel Modes Using Rule-Based Classification System and Gaussian Process Classifier

Guangnian Xiao et al.

IEEE ACCESS (2019)

Article Computer Science, Interdisciplinary Applications

Gradient boosting for high-dimensional prediction of rare events

Rok Blagus et al.

COMPUTATIONAL STATISTICS & DATA ANALYSIS (2017)

Proceedings Paper Computer Science, Artificial Intelligence

Performance Evaluation of Supervised Machine Learning Algorithms for Intrusion Detection

Manjula C. Belavagi et al.

TWELFTH INTERNATIONAL CONFERENCE ON COMMUNICATION NETWORKS, ICCN 2016 / TWELFTH INTERNATIONAL CONFERENCE ON DATA MINING AND WAREHOUSING, ICDMW 2016 / TWELFTH INTERNATIONAL CONFERENCE ON IMAGE AND SIGNAL PROCESSING, ICISP 2016 (2016)

Article Geography, Physical

An assessment of the effectiveness of a random forest classifier for land-cover classification

V. F. Rodriguez-Galiano et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2012)

Article Remote Sensing

Random forest classifier for remote sensing classification

M Pal

INTERNATIONAL JOURNAL OF REMOTE SENSING (2005)