,

Handbook of Decision Support Systems for Neurological Disorders

Specificaties
Paperback, blz. | Engels
Elsevier Science | 2021
ISBN13: 9780128222713
Rubricering
Elsevier Science e druk, 2021 9780128222713
€ 178,60
Levertijd ongeveer 9 werkdagen
Gratis verzonden

Samenvatting

Handbook of Decision Support Systems for Neurological Disorders provides readers with complete coverage of advanced computer-aided diagnosis systems for neurological disorders. While computer-aided decision support systems for different medical imaging modalities are available, this is the first book to solely concentrate on decision support systems for neurological disorders. Due to the increase in the prevalence of diseases such as Alzheimer, Parkinson’s and Dementia, this book will have significant importance in the medical field. Topics discussed include recent computational approaches, different types of neurological disorders, deep convolution neural networks, generative adversarial networks, auto encoders, recurrent neural networks, and modified/hybrid artificial neural networks.

Specificaties

ISBN13:9780128222713
Taal:Engels
Bindwijze:Paperback

Inhoudsopgave

1.A review of deep learning-based disease detection in Alzheimer’s patients<br>2. Brain tissue segmentation to detect schizophrenia in gray matter using MR images<br>3. Detection of small tumors of the brain using medical imaging<br>4. Fuzzy logic-based hybrid knowledge systems for the detection and diagnosis of childhood autism<br>5. Artificial intelligence for risk prediction of Alzheimer’s disease: a new promise for community health screening in the<br>older aged<br>6. Cost-effective assistive device for motor neuron disease <br>7. EEG signal-based human emotion detection using an artificial neural network<br>8. Multiview decision tree-based segmentation of tumors in MR brain medical images<br>9. Multiclass SVM coupled with optimization techniques for<br>segmentation and classification of medical images<br>10. Brain tissues segmentation in magnetic resonance imaging for the diagnosis of brain disorders using a convolutional neural network<br>11. Fine motor skills and cognitive development using virtual reality-based games in children<br>12. A CAD software application as a decision support system for ischemic stroke detection in the posterior fossa<br>13. Optimization-based multilevel threshold image segmentation for identifying ischemic stroke lesion in brain MR images<br>14. A study of machine learning algorithms used for detecting cognitive disorders associated with dyslexia<br>15. A Critical Analysis and Review of Assistive Technology: Advancements, Laws, and Impact on Improving the Rehabilitation of Dysarthric Patients<br>16. A comparative study on the application of machine learning<br>algorithms for neurodegenerative disease prediction
€ 178,60
Levertijd ongeveer 9 werkdagen
Gratis verzonden

Rubrieken

    Personen

      Trefwoorden

        Handbook of Decision Support Systems for Neurological Disorders