Predictive Modeling in Biomedical Data Mining and Analysis 1st edition

Predictive Modeling in Biomedical Data Mining and Analysis 1st edition – Ebook Instant Download/Delivery ISBN(s): 9780323998642,032399864X,9780323914451, 0323914454

Product details:

• ISBN 10: 0323914454
• ISBN 13: 9780323914451
• Author: Sudipta Roy, Lalit Mohan Goyal , Valentina Emilia Balas , Basant Agarwal, Mamta Mittal

Predictive Modeling in Biomedical Data Mining and Analysis presents major technical advancements and research findings in the field of machine learning in biomedical image and data analysis. The book examines recent technologies and studies in preclinical and clinical practice in computational intelligence. The authors present leading-edge research in the science of processing, analyzing and utilizing all aspects of advanced computational machine learning in biomedical image and data analysis. As the application of machine learning is spreading to a variety of biomedical problems, including automatic image segmentation, image classification, disease classification, fundamental biological processes, and treatments, this is an ideal reference.

Table contents:

1: Data mining with deep learning in biomedical data

Abstract

1: Introduction

2: Role of deep learning techniques in epileptic seizure detection

3: Proposed method of seizure detection

4: Results and discussion

5: Conclusions

References

2: Applications of supervised machine learning techniques with the goal of medical analysis and prediction: A case study of breast cancer

Abstract

1: Introduction

2: A brief literature survey

3: Dataset and modus operandi

4: Data visualization

5: Feature selection and dimensionality reduction

6: Experimental results and discussions

7: Conclusions

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