Mining Biomedical Text, Images and Visual Features for Information Retrieval
Editat de Sujata Dash, Subhendu Kumar Pani, Wellington Pinheiro Dos Santos, Jake Y Chenen Limba Engleză Paperback – 20 noi 2024
- Describes many biomedical imaging techniques to detect diseases at the cellular level i.e., image segmentation, classification, or image indexing using a variety of computational intelligence and image processing approaches
- Discusses how data mining techniques can be used for noise diminution and filtering MRI, EEG, MEG, fMRI, fNIRS, and PET Images
- Presents text mining techniques used for clinical documents in the areas of medicine and Biomedical NLP Systems
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Specificații
ISBN-13: 9780443154522
ISBN-10: 044315452X
Pagini: 668
Dimensiuni: 191 x 235 mm
Greutate: 0.45 kg
Editura: ELSEVIER SCIENCE
ISBN-10: 044315452X
Pagini: 668
Dimensiuni: 191 x 235 mm
Greutate: 0.45 kg
Editura: ELSEVIER SCIENCE
Cuprins
Part I: IoT for Biomedical and Health Informatics
1. Introduction to IoT and Health Informatics
2. IoT system architectures in healthcare
3. Computational Intelligence in IoT Healthcare
4. Data Privacy in IoT E-health
5. IoT big data analytics in the healthcare industry.
6. Methodical IoT Based Information System in Healthcare Industry.
7. IoT for Smart Healthcare monitoring System
Part II: Computational Intelligence for Medical Image Processing
8. Computational Intelligence approaches in Biomedical image Processing
9. Distributed 3-D Medical Image Registration Using Intelligent Agents
10. Image Segmentation and Parameterization for Automatic Diagnostics
11. Computational Intelligence on Medical Imaging with Artificial Neural Networks
12. Evolutionary Computing and Its Use in Medical Imaging
13. Image Informatics for Clinical and Preclinical Biomedical Analysis
14. Topic Extractions (in Psychology)
15. Deep Learning in Medical Image Analysis
16. Automatic Segmentation of Multiple Organs on CT Images by Using Deep Learning Approaches
17. Medical Image Synthesis using Deep Learning
18. Medical Image Mining Using Data Mining Techniques
19. Biomedical Image Characterization and Radio genomics Using Machine Learning Techniques
Part III: Biomedical Natural Language Processing
20. Medical Ontology for text Categorization System
21. Biomedical terminologies resources for Information Retrieval
22. Image retrieval and Linguistic Indexing
23. Translation of Biomedical terms Using inferring rewriting rules
24. Lexical Analysis of Biomedical Ontologies
25. Word Sense Disambiguation in biomedical applications
26. Domain Specific Semantic Categories in Biomedical applications
1. Introduction to IoT and Health Informatics
2. IoT system architectures in healthcare
3. Computational Intelligence in IoT Healthcare
4. Data Privacy in IoT E-health
5. IoT big data analytics in the healthcare industry.
6. Methodical IoT Based Information System in Healthcare Industry.
7. IoT for Smart Healthcare monitoring System
Part II: Computational Intelligence for Medical Image Processing
8. Computational Intelligence approaches in Biomedical image Processing
9. Distributed 3-D Medical Image Registration Using Intelligent Agents
10. Image Segmentation and Parameterization for Automatic Diagnostics
11. Computational Intelligence on Medical Imaging with Artificial Neural Networks
12. Evolutionary Computing and Its Use in Medical Imaging
13. Image Informatics for Clinical and Preclinical Biomedical Analysis
14. Topic Extractions (in Psychology)
15. Deep Learning in Medical Image Analysis
16. Automatic Segmentation of Multiple Organs on CT Images by Using Deep Learning Approaches
17. Medical Image Synthesis using Deep Learning
18. Medical Image Mining Using Data Mining Techniques
19. Biomedical Image Characterization and Radio genomics Using Machine Learning Techniques
Part III: Biomedical Natural Language Processing
20. Medical Ontology for text Categorization System
21. Biomedical terminologies resources for Information Retrieval
22. Image retrieval and Linguistic Indexing
23. Translation of Biomedical terms Using inferring rewriting rules
24. Lexical Analysis of Biomedical Ontologies
25. Word Sense Disambiguation in biomedical applications
26. Domain Specific Semantic Categories in Biomedical applications