Predictive modeling in biomedical data mining and analysis. (2022)
- Record Type:
- Book
- Title:
- Predictive modeling in biomedical data mining and analysis. (2022)
- Main Title:
- Predictive modeling in biomedical data mining and analysis
- Further Information:
- Note: Edited by Sudipta Roy, Lalit Mohan Goyal, Valentina Emilia Balas, Basant Agarwal, Mamta Mittal.
- Editors:
- Roy, Sudipta
Goyal, Lalit Mohan
Balas, Valentina Emilia
Agarwal, Basant
Ph. D, Mittal, Mamta - Contents:
- 1. Data mining with deep learning in biomedical data 2. Applications of supervised machine learning techniques with the goal of medical analysis and prediction: a case study of breast cancer 3. Medical decision support system using data mining 4. Role of AI techniques in enhancing multi-modality medical image fusion results 5. A comparative performance analysis of backpropagation training optimizers to estimate clinical gait mechanics 6. High-performance medicine in cognitive impairment: Brain-computer interfacing for prodromal Alzheimer’s disease 7. Machine learning in healthcare: Brain tumor classifications by gradient and XG boosting models 8. Biofeedback method for human-computer interaction to improve elder caring: Eye gaze tracking 9. Blood screening parameters prediction for preliminary analysis using neural networks 10. Classification of hypertension using the improved unsupervised learning technique and image processing 11. Biomedical data visualization and clinical decision-making in rodents using a multi-usage wireless brain stimulator using novel embedded design 12. LSTM neural network-based classification of sensory signals for healthy and unhealthy gait assessment 13. Addressing challenges and roadblocks in iomedical data using data-driven machine learning 14. Multibjective evolutionary algorithm based on decomposition for feature selection in medical diagnosis 15. Machine learning techniques in healthcare informatics: Showcasing prediction of type 2 diabetes1. Data mining with deep learning in biomedical data 2. Applications of supervised machine learning techniques with the goal of medical analysis and prediction: a case study of breast cancer 3. Medical decision support system using data mining 4. Role of AI techniques in enhancing multi-modality medical image fusion results 5. A comparative performance analysis of backpropagation training optimizers to estimate clinical gait mechanics 6. High-performance medicine in cognitive impairment: Brain-computer interfacing for prodromal Alzheimer’s disease 7. Machine learning in healthcare: Brain tumor classifications by gradient and XG boosting models 8. Biofeedback method for human-computer interaction to improve elder caring: Eye gaze tracking 9. Blood screening parameters prediction for preliminary analysis using neural networks 10. Classification of hypertension using the improved unsupervised learning technique and image processing 11. Biomedical data visualization and clinical decision-making in rodents using a multi-usage wireless brain stimulator using novel embedded design 12. LSTM neural network-based classification of sensory signals for healthy and unhealthy gait assessment 13. Addressing challenges and roadblocks in iomedical data using data-driven machine learning 14. Multibjective evolutionary algorithm based on decomposition for feature selection in medical diagnosis 15. Machine learning techniques in healthcare informatics: Showcasing prediction of type 2 diabetes mellitus disease using lifestyle data … (more)
- Publisher Details:
- Amsterdam : Academic Press
- Publication Date:
- 2022
- Extent:
- 1 online resource
- Subjects:
- 610.285
Medical informatics -- Data processing
Biomedical engineering -- Data processing
Data mining - Languages:
- English
- ISBNs:
- 9780323914451
- Related ISBNs:
- 9780323998642
- Notes:
- Note: Description based on CIP data; resource not viewed.
- Access Rights:
- 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).
- Access Usage:
- Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.712826
- Ingest File:
- 14_023.xml