
Artificial Intelligence Based Cancer Nanomedicine: Diagnostics, Therapeutics and Bioethics
- English
- ePUB (mobile friendly)
- Available on iOS & Android
Artificial Intelligence Based Cancer Nanomedicine: Diagnostics, Therapeutics and Bioethics
About this book
Nanomedicine is evolving with novel drug formulations devised for multifunctional approaches towards diagnostics ad therapeutics. Nanomedicine-based drug therapy is normally explored at a fixed dose. The drug action is time-dependent, dose-dependent and patient-specific. To overcome challenges of nanomedicine testing, artificial intelligence (AI) serves as a helping tool for optimizing the drug and dose parameters. Real time conversions between these two features enables upgradation of patient data acquisition and improved design of nanomaterials. In this scenario, AI-based pattern analysis and algorithms models can greatly improve accuracy of diagnostics and therapeutics. This book gives a comprehensive explanation of the role of machine learning and artificial intelligence in cancer nanomedicine. It presents 10 chapters that cover multiple dimensions of the subject. These dimensions are:
- The need of AI and ML in designing new cancer drugs
- Application of AI in cancer drug design
- AI-based drug delivery models for cancer drugs
- Diagnostic applications of AI
- Intelligent nanosensors for biomarker profiling
- Predictive models for metastatic cancer
- Cancer nanotheranostics
- Ethics of AI in medicine Contributions have been made by 16 researchers who are experts in pharmacology and drug design. The contents of the book bridge knowledge gaps between the fields of biomedical engineering, pharmacology and clinical medicine, with a focus on cancer treatment. The book serves as a reference for scholars learning about cancer diagnostics and therapeutics. Biomedical engineers who are involved in healthcare projects will also find the concepts and techniques highlighted in the book informative for understanding modern computer-based approaches used to solve clinical problems.
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Information
Table of contents
- Welcome
- Table of Content
- Title
- BENTHAM SCIENCE PUBLISHERS LTD.
- FOREWORD
- PREFACE
- List of Contributors
- The Need for Artificial Intelligence in Cancer Nanomedicine
- Application of Artificial Intelligence for Designing Cancer Nanomedicine
- Artificial Intelligence and its Application in Cancer Nanomedicine
- Artificial Intelligence-based Diagnostic Design for Precision Cancer Nanomedicine
- Artificial Intelligence-based Nanosensors to Compose the Patient's Cancer Biomarker Profile
- Artificial Intelligence as a Putative Tool for Newer Drug Development Approach in Cancer Nanomedicine
- Artificial Intelligence-Enabled Model for Predicting the Metastatic Potential of Cancer Cells
- Artificial Intelligence for Cancer Nanotheranostics
- Ethical Dimensions of Using Artificial Intelligence in Healthcare