Automatic diagnosis of pneumonia using backward elimination method based SVM and its hardware implementation
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Imaging Systems and Technology"
DOI: 10.1002/ima.22694
Abstract: In this paper, an efficient automatic diagnosis system for pneumonia classification is developed using extracted textural features obtained from appropriate wavelet transformation. For feature extraction and analysis in the classification of pneumonia, different wavelet families… read more here.
Keywords: based svm; hardware; classification; automatic diagnosis ... See more keywords
Interpretable deep learning for automatic diagnosis of 12-lead electrocardiogram
Sign Up to like & getrecommendations! Published in 2021 at "iScience"
DOI: 10.1016/j.isci.2021.102373
Abstract: Summary Electrocardiogram (ECG) is a widely used reliable, non-invasive approach for cardiovascular disease diagnosis. With the rapid growth of ECG examinations and the insufficiency of cardiologists, accurate and automatic diagnosis of ECG signals has become… read more here.
Keywords: diagnosis; deep learning; interpretable deep; automatic diagnosis ... See more keywords
Multitarget Reaction Programmable Automatic Diagnosis and Treatment Logic Device.
Sign Up to like & getrecommendations! Published in 2021 at "ACS nano"
DOI: 10.1021/acsnano.1c07307
Abstract: Accurate diagnosis and precise and effective treatment are currently the two magic weapons for dealing with cancer. However, a single marker is often associated with multiple cellular events, which is not conducive to accurate diagnosis,… read more here.
Keywords: system; treatment logic; diagnosis; diagnosis treatment ... See more keywords
Automatic Diagnosis With Efficient Medical Case Searching Based on Evolving Graphs
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DOI: 10.1109/access.2018.2871769
Abstract: The clinical data are often multimodal and consist of both structured data and unstructured data. The modeling of clinical data has become a very important and challenging problem in healthcare big data analytics. Most existing… read more here.
Keywords: diagnosis; evolving graphs; method; graph ... See more keywords
3-D CNN-Based Multichannel Contrastive Learning for Alzheimer’s Disease Automatic Diagnosis
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2022.3162265
Abstract: Alzheimer’s disease (AD) is a common progressive neurodegenerative disease in the elderly. Mild cognitive impairment (MCI) is the symptomatic predementia stage of AD. Accurately distinguishing AD and MCI patients from normal people is the first… read more here.
Keywords: disease; alzheimer disease; diagnosis; multichannel contrastive ... See more keywords
Automatic Diagnosis of Diabetic Retinopathy from Fundus Images Using Neuro-Evolutionary Algorithms
Sign Up to like & getrecommendations! Published in 2022 at "Studies in health technology and informatics"
DOI: 10.3233/shti220166
Abstract: Due to the presence of high glucose levels, diabetes mellitus (DM) is a widespread disease that can damage blood vessels in the retina and lead to loss of the visual system. To combat this disease,… read more here.
Keywords: diagnosis; retinopathy fundus; diagnosis diabetic; automatic diagnosis ... See more keywords