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Automated screening of congestive heart failure using variational mode decomposition and texture features extracted from ultrasound images
U. Raghavendra
*
, U. Rajendra Acharya
,
Anjan Gudigar
, Ranjan Shetty
,
N. Krishnananda
,
Umesh Pai
,
Jyothi Samanth
, Chaithra Nayak
*
Corresponding author for this work
Department of Instrumentation and Control Engineering, Manipal Institute of Technology, Manipal
Manipal Institute of Technology, Manipal
Department of Cardiovascular Technology, Manipal College of Health Professions, Manipal
Manipal College of Health Professions, Manipal
Research output
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Contribution to journal
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Article
›
peer-review
31
Citations (Scopus)
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INIS
accuracy
14%
assessments
14%
blood
14%
chest
14%
decomposition
100%
electrocardiograms
28%
failures
14%
heart failure
100%
humans
14%
images
100%
kernels
14%
optimization
14%
organs
14%
particles
14%
patients
14%
screening
100%
sensitivity
14%
specificity
14%
surfaces
14%
symptoms
14%
texture
100%
variational methods
100%
vectors
14%
x radiation
14%
Medicine and Dentistry
Chest Radiograph
12%
Clinical Examination
12%
Clinician
12%
Congestive Heart Failure
100%
Dilated Cardiomyopathy
50%
Echocardiography
25%
Electrocardiogram
25%
Left Ventricle
12%
Screening
12%
Sensitivity and Specificity
12%
Systolic Function
12%