, , , , , e.a.

Cognitive and Soft Computing Techniques for the Analysis of Healthcare Data

Specificaties
Paperback, blz. | Engels
Elsevier Science | e druk, 2022
ISBN13: 9780323857512
Rubricering
Elsevier Science e druk, 2022 9780323857512
Onderdeel van serie Intelligent Data-Centric Systems
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

Cognitive and Soft Computing Techniques for the Analysis of Healthcare Data discusses the insight of data processing applications in various domains through soft computing techniques and enormous advancements in the field.

The book focuses on the cross-disciplinary mechanisms and ground-breaking research ideas on novel techniques and data processing approaches in handling structured and unstructured healthcare data. It also gives insight into various information-processing models and many memories associated with it while processing the information for forecasting future trends and decision making.

This book is an excellent resource for researchers and professionals who work in the Healthcare Industry, Data Science, and Machine learning.

Specificaties

ISBN13:9780323857512
Taal:Engels
Bindwijze:Paperback

Inhoudsopgave

<p>Section 1: Cognitive Technology for processing of Healthcare data <br>1. Cognitive technology in personalized Medicine/healthcare solutions<br>2. Cognitive technology for blend of personalized healthcare information with scientific data for better clinical risk analysis and healthcare innovation<br>3. Healthcare data encryption, data processing for the data acquired from smart sensors and approaches</p> <p>Section 2: Artificial Intelligence Approaches for Healthcare Industry<br>4. Artificial Neural Networks based approaches for computer-aided disease diagnosis and treatment<br>5. AI and Deep Learning for processing the huge amount of patient centric data that assists in clinical decisions<br>6. Pattern Recognition and Computer vision approaches for handling healthcare data<br>7. Applications of Recurrent Neural Networks, Generative Neural Networks, Ensemble methods, Weakly Trained Approaches towards Data associated with healthcare solutions</p> <p>Section 3: Evolutionary Algorithms for Healthcare Data Analysis<br>8. Optimization inspired by biological evolution for high dimensional data for forecasting of illness in advance like Cancer, Heart disease, Brain tumors<br>9. Swarm Intelligence and Evolutionary Algorithms in processing the Healthcare Data<br>10. Recent advancements in evolutionary algorithms for handling the information related to healthcare industry</p> <p>Section4: Computational Intelligence and soft computing models in processing the data related to healthcare industry<br>11. Natural computing and Unsupervised Learning Methods in healthcare data-centric operations<br>12. Soft Computing and Machine Learning Techniques for healthcare data analytics<br>13. Probabilistic approaches for minimizing the healthcare diagnosis cost through data-centric operations<br>14. Computational Intelligence in Human-machine interface (HMI) e.g. ECG, EEG, EMG, PCG and predictive data analysis</p>

Rubrieken

    Personen

      Trefwoorden

        Cognitive and Soft Computing Techniques for the Analysis of Healthcare Data