high accuracy
[용어속성] Term
Comparison of deep learning with regression analysis in creating predictive models for SARS-CoV-2 outcomes
Research Article
[키워드] 95% CI
95% confidence interval
acute respiratory syndrome
Admission
Analysis
ANN
artificial intelligence
AUROC
benefit
can be used
complex
condition
coronavirus
COVID-19
Cox model
Cox regression
Cox regression model
creating
dataset
death
deep
deep learning
develop
Electronic health record
greater
healthcare
high accuracy
hospital
knowledge
Laboratory
Logistic regression
London
machine learning
machine learning algorithm
management
Model
operator
outcome
Patient
Predictive model
profile
prognostic
prognostic model
Prognostication
regression analysis
resources
Result
SARS-CoV-2
significantly
survival
susceptible
the patient
variety
were assessed
[DOI] 10.1186/s12911-020-01316-6 PMC 바로가기 [Article Type] Research Article
[DOI] 10.1186/s12911-020-01316-6 PMC 바로가기 [Article Type] Research Article
Comparison of deep learning with regression analysis in creating predictive models for SARS-CoV-2 outcomes
Research Article
Published on
Journal: BMC Medical Informatics and Decision Making [Category] Coronavirus, COVID-19, SARS,
Journal: BMC Medical Informatics and Decision Making [Category] Coronavirus, COVID-19, SARS,
[키워드] 95% CI
95% confidence interval
acute respiratory syndrome
Admission
Analysis
ANN
artificial intelligence
AUROC
benefit
can be used
complex
condition
coronavirus
COVID-19
Cox model
Cox regression
Cox regression model
creating
dataset
death
deep
deep learning
develop
Electronic health record
greater
healthcare
high accuracy
hospital
knowledge
Laboratory
Logistic regression
London
machine learning
machine learning algorithm
management
Model
operator
outcome
Patient
Predictive model
profile
prognostic
prognostic model
Prognostication
regression analysis
resources
Result
SARS-CoV-2
significantly
survival
susceptible
the patient
variety
were assessed
[DOI] 10.1186/s12911-020-01316-6 PMC 바로가기 [Article Type] Research Article
[DOI] 10.1186/s12911-020-01316-6 PMC 바로가기 [Article Type] Research Article
Applications of CMOS Devices for the Diagnosis and Control of Infectious Diseases
Review
[키워드] acute respiratory syndrome
application
Biomedical research
CMOS
CMOS technology
Community
complementary
Control
coronavirus disease
COVID-19
Device
Diagnosis
Disease diagnosis
Diseases
Ebola
Emerging infectious disease
Factor
feature
Health
high accuracy
infectious agent
Infectious disease
influenza A
lab-on-chip
MERS
Middle East
mitigate
Mortality
offer
optical
outbreak
platform
point-of-care
problem
Rapid
researcher
Symptom
syndrome
[DOI] 10.3390/mi11111003 PMC 바로가기 [Article Type] Review
[DOI] 10.3390/mi11111003 PMC 바로가기 [Article Type] Review
Predictive Models of Mortality for Hospitalized Patients With COVID-19: Retrospective Cohort Study
Original Paper
[키워드] Accuracy
Admission
age
average
Blood
caused
China
Classifier
Cohort
composed
coronavirus
country
COVID-19
COVID-19 infection
demographics
demonstrated
develop
died
disease
drastic
help
high accuracy
High-sensitivity C-reactive protein
hospital
Hospital stay
hospitalized patient
hospitals
indicated
Infection
Laboratory
laboratory data
lactate dehydrogenase
Logistic regression
lymphocyte
machine
machine learning
measure
men
Metrics
Model
Mortality
multicenter
novel coronavirus SARS-CoV-2
objective
outcome
Patient
patients
patients who survived
patients with COVID-19
performed
predict
predicted
Predictive modeling
Previous studies
progression
Randomly
resource
Result
Retrospective study
risk
SARS-CoV-2
Severity of infection
significantly lower
Spread
study cohort
Support
support vector machine
the disease
the mean
validation cohort
validation cohorts
variable
with COVID-19
women
Wuhan
Wuhan, China
[DOI] 10.2196/21788 PMC 바로가기 [Article Type] Original Paper
[DOI] 10.2196/21788 PMC 바로가기 [Article Type] Original Paper
Rapid Determination of SARS-CoV-2 antibodies using a bedside, point-of-Care, serological test
Research Article
[키워드] Bedside
chest imaging
complementary
COVID
COVID-19
death
Determination
Diagnosis
diagnostic
diagnostics
discharge
General population
high accuracy
IgG
IgM
IgM/IgG
immunological
infected patients
information
material
MONITOR
negative
onset of symptom
onset of symptoms
pandemic
Patient
patients hospitalized
positive
Practitioner
Rapid
Rapid test
remained
RT–PCR
SARS-CoV-2
SARS-CoV-2 antibody
SARS-COV-2 infection
sensitivity
sera
Seroconversion
Serological assay
serological test
serology
Social distancing measure
specificity
subsequent
symptom onset
tested
the SARS-CoV-2
value
Ventilation
[DOI] 10.1080/22221751.2020.1826892 PMC 바로가기 [Article Type] Research Article
[DOI] 10.1080/22221751.2020.1826892 PMC 바로가기 [Article Type] Research Article
Development of an antibody-dependent cellular cytotoxicity reporter assay for measuring anti-Middle East Respiratory Syndrome antibody bioactivity
Article
[키워드] ADCC
ADCC activity
addition
antibodies
antibody
antibody-dependent cellular cytotoxicity
antiviral antibody
Antiviral effect
Bioactivity
Biological techniques
cause
Cell
condition
coronavirus
demonstrated
development
Drug discovery
East
effector cells
expressing
high accuracy
in vivo
include
infections
Live virus
MERS
MERS-CoV
MERS-S
Middle East
Modification
N-glycosylation
neutralization activity
Neutralization assay
NFAT
pathogen
Precision
provide
pseudovirus
recent
reporter
reporter gene assay
required
respiratory
robust
target cell
the spike protein
therapeutic
Treatment
virulent
virus clearance
[DOI] 10.1038/s41598-020-73960-x PMC 바로가기 [Article Type] Article
[DOI] 10.1038/s41598-020-73960-x PMC 바로가기 [Article Type] Article
Clinical features of COVID-19 mortality: development and validation of a clinical prediction model
Research article
[키워드] affected
age
analysed
analyses
applied
assigned
AUC
caused
characteristic
Characteristics
clinical
Clinical data
clinical feature
clinical setting
Complication
Computational methods
Course
COVID-19
COVID-19 mortality
COVID-19 pandemic
database
dataset
datasets
death
develop
diagnosis of COVID-19
disease
External
feature
finding
funding
health system
high accuracy
identify
individual
initial
large cohort
management
Mortality
Mount Sinai
New York City
outcome
oxygen saturation
Patient
patient data
patients
patients with COVID-19
Population
predict
Predictive
Randomly
retrospective
System
test dataset
the disease
the patient
treated
USA
utility
validation study
warehouse
were used
[DOI] 10.1016/S2589-7500(20)30217-X [Article Type] Research article
[DOI] 10.1016/S2589-7500(20)30217-X [Article Type] Research article
IL-6–based mortality risk model for hospitalized patients with COVID-19
Research article
[키워드] age
albumin
Analysis
Biomarker
Biomarkers
C-reactive protein
can be used
clinical decision
Clinical deterioration
contributed
Coronavirus disease 2019
COVID-19
Cutoff
develop
diagnosed
died
discharged
distress
ferritin
fraction
global pandemic
high accuracy
hospital
Hospitalization
hospitalized patient
IL-6
IMPROVE
initial
lactate dehydrogenase
LDH
Lymphocyte count
monocyte
Mortality
mortality risk
mortality risk model
multivariable
neutrophil count
Neutrophil-to-lymphocyte ratio
nonsurvivor
objective
outcome
oxygen
oxygen saturation
Patient
patients with COVID-19
Peripheral blood
predict
Predictive
Predictive model
prospective cohort
Result
risk
risk stratification
sensitivity
severity
Spain
specificity
SpO2/FiO2
survivor
the disease
with COVID-19
[DOI] 10.1016/j.jaci.2020.07.009 [Article Type] Research article
[DOI] 10.1016/j.jaci.2020.07.009 [Article Type] Research article