Analysis of medical modalities for improved diagnosis in modern healthcare. (2021)
- Record Type:
- Book
- Title:
- Analysis of medical modalities for improved diagnosis in modern healthcare. (2021)
- Main Title:
- Analysis of medical modalities for improved diagnosis in modern healthcare
- Further Information:
- Note: Edited by Varun Bajaj, G.R. Sinha.
- Editors:
- Bajaj, Varun
Sinha, G. R, 1975- - Contents:
- 1. Classification of Alertness and Drowsiness States using the Complex Wavelet Transform based Approach for EEG Records 1.1 Introduction 1.2 Methodology 1.3 Results and Discussion 1.4 Conclusion 2. Stochastic Event Synchrony based on a Modified Sparse Bump Modeling: Application to PTSD EEG Signals 2.1 Introduction 2.2 Sparse Bump Modeling 2.3 Stochastic Event Synchrony 2.4 Synchro-squeezed wavelet transform 2.5 Stochastic event synchrony based on a modified bump modelling; 2.6 Data description and preprocessing 2.7 Results 2.8 Conclusion 3. HealFavor: A Chatbot Application in Healthcare 3.1 Introduction 3.2 Theoretical Background 3.3 Data Preparation Methodology 3.4 Prototype System Architecture 3.5 Machine Translation 3.6 Evaluation 3.7 Conclusion 3.8 Future Works 4. Diagnosis of Neuromuscular Disorders using Machine Learning Techniques; 4.1 Introduction 4.2 Literature Review 4.3 EMG Signal Classification Framework 4.4 Results and Discussion 4.5 Conclusion 5. Prosthesis control using undersampled surface electromyographic signals; 5.1 Introduction 5.2 Myoelectric controlled prosthesis 5.3 sEMG signal recording in myoelectric prosthesis control 5.4 Conclusion and future scope 6. Title of chapter:Assessment and Diagnostic Methods for Coronavirus Disease 2019 (COVID-19) 6.1 Introduction 6.2 Clinical findings of COVID-19 6.3 Existing diagnostic tools 6.4 Current Screening tools for COVID-19 6.5 Capnogram features 6.6 "Proposed tools for early screening of COVID-19 using1. Classification of Alertness and Drowsiness States using the Complex Wavelet Transform based Approach for EEG Records 1.1 Introduction 1.2 Methodology 1.3 Results and Discussion 1.4 Conclusion 2. Stochastic Event Synchrony based on a Modified Sparse Bump Modeling: Application to PTSD EEG Signals 2.1 Introduction 2.2 Sparse Bump Modeling 2.3 Stochastic Event Synchrony 2.4 Synchro-squeezed wavelet transform 2.5 Stochastic event synchrony based on a modified bump modelling; 2.6 Data description and preprocessing 2.7 Results 2.8 Conclusion 3. HealFavor: A Chatbot Application in Healthcare 3.1 Introduction 3.2 Theoretical Background 3.3 Data Preparation Methodology 3.4 Prototype System Architecture 3.5 Machine Translation 3.6 Evaluation 3.7 Conclusion 3.8 Future Works 4. Diagnosis of Neuromuscular Disorders using Machine Learning Techniques; 4.1 Introduction 4.2 Literature Review 4.3 EMG Signal Classification Framework 4.4 Results and Discussion 4.5 Conclusion 5. Prosthesis control using undersampled surface electromyographic signals; 5.1 Introduction 5.2 Myoelectric controlled prosthesis 5.3 sEMG signal recording in myoelectric prosthesis control 5.4 Conclusion and future scope 6. Title of chapter:Assessment and Diagnostic Methods for Coronavirus Disease 2019 (COVID-19) 6.1 Introduction 6.2 Clinical findings of COVID-19 6.3 Existing diagnostic tools 6.4 Current Screening tools for COVID-19 6.5 Capnogram features 6.6 "Proposed tools for early screening of COVID-19 using respired CO2 features"; 6.7 Conclusion 7. Predictive Analysis of Breast Cancer using Infrared Images with Machine Learning Algorithms 7.1 Introduction 7.2 Methods & Materials 7.3 Classification using Machine Learning Models 7.4 Performance Evaluation Parameters 7.5 Classification Results & Analysis 7.6 Conclusion & Future Work 8. Histopathological Image Analysis and Classification Techniques for Breast Cancer Detection 8.1 Introduction 8.2 Methodology 8.3 Image Database 8.4 Performance Evaluation of CAD system 8.5 Results and Discussion 8.6 Conclusion 9. STUDY OF EMOTIONAL INTELLIGENCE & NEURO-FUZZY SYSTEM 9.1 Emotional Intelligence 9.2 Emotions and Cognitive Intelligent Systems (CIS) 9.3 Methods for Implementation of Emotional Intelligence 9.4 Artificial Neural Network and Fuzzy Inference System 9.5 The Integrated Neuro Fuzzy Approach 9.6 SUMMARY 10. ESSENTIAL STATISTICAL TOOLS FOR ANALYSIS OF BRAIN COMPUTER INTERFACE 10.1 Introduction to testing of hypothesis 10.2 Design of experiment 10.3 Completely Randomized Design 10.4 Randomized Block Design 10.5 Latin Square Design 10.6 Factorial Experiment 11. Brain Computer Interfaces: The basics, state of the … (more)
- Edition:
- 1st
- Publisher Details:
- Boca Raton : CRC Press
- Publication Date:
- 2021
- Extent:
- 1 online resource, illustrations (black and white)
- Subjects:
- 616.0754
Diagnostic imaging -- Technological innovations
Diagnostic imaging -- Data processing - Languages:
- English
- ISBNs:
- 9781000400236
9781000400229
9781003146810 - Related ISBNs:
- 9780367705367
- Notes:
- Note: Description based on CIP data; resource not viewed.
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- Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
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- Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
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- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.624257
- Ingest File:
- 05_032.xml