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Machine Learning and AI for Healthcare: Big Data for Improved Health Outcomes
Machine Learning and AI for Healthcare: Big Data for Improved Health Outcomes

Explore the theory and practical applications of artificial intelligence (AI) and machine learning in healthcare. This book offers a guided tour of machine learning algorithms, architecture design, and applications of learning in healthcare and big data challenges.

You’ll discover the...

Data Mining in Bioinformatics (Advanced Information and Knowledge Processing)
Data Mining in Bioinformatics (Advanced Information and Knowledge Processing)
The aim of this book is to introduce the reader to some of the best techniques for data mining in bioinformatics in the hope that the reader will build on them to make new discoveries on his or her own. The book contains twelve chapters in four parts, namely, overview, sequence and structure alignment, biological...
Data Mining for Systems Biology: Methods and Protocols (Methods in Molecular Biology)
Data Mining for Systems Biology: Methods and Protocols (Methods in Molecular Biology)

The post-genomic revolution is witnessing the generation of petabytes of data annually, with deep implications ranging across evolutionary theory, developmental biology, agriculture, and disease processes. Data Mining for Systems Biology: Methods and Protocols, surveys and demonstrates the science and technology of converting...

Statistics for Bioengineering Sciences: With MATLAB and WinBUGS Support (Springer Texts in Statistics)
Statistics for Bioengineering Sciences: With MATLAB and WinBUGS Support (Springer Texts in Statistics)

Through its scope and depth of coverage, this book addresses the needs of the vibrant and rapidly growing engineering fields, bioengineering and biomedical engineering, while implementing software that engineers are familiar with.

The author integrates introductory statistics for engineers and  introductory...

Deep Learning: Practical Neural Networks with Java
Deep Learning: Practical Neural Networks with Java

Build and run intelligent applications by leveraging key Java machine learning libraries

About This Book

  • Develop a sound strategy to solve predictive modelling problems using the most popular machine learning Java libraries.
  • Explore a broad variety of data processing, machine learning,...
Neural Network Programming with Java
Neural Network Programming with Java

Create and unleash the power of neural networks by implementing professional Java code

About This Book

  • Learn to build amazing projects using neural networks including forecasting the weather and pattern recognition
  • Explore the Java multi-platform feature to run your personal neural...
Bioinformatics - From Genomes to Therapies
Bioinformatics - From Genomes to Therapies
"This treatise on bioinformatics is an excellent reference set to use as additional reading in advanced undergraduate and graduate courses..."
(ChemMedChem, October 2007)

Once again, Thomas Lengauer has succeeded in creating a comprehensive and immensely useful resource that meets even the high
...
Nutrition and Metabolism: Underlying Mechanisms and Clinical Consequences
Nutrition and Metabolism: Underlying Mechanisms and Clinical Consequences
"Nutrition and Metabolism: Underlying Mechanisms and Clinical Consequences" brings together internationally recognized experts to comprehensively review our current understanding of how nutrition interacts with the genetic substrate as well as environmental-exogenous factors, including physical activity or the lack thereof, to result in...
The Black Death (Great Historic Disasters)
The Black Death (Great Historic Disasters)
In 1346, Europe was hit by the worst natural disaster in its recorded history: the Black Death. Generally believed to be a combination of bubonic plague and two other plague strains, the Black Death ravaged the length and breadth of Europe from Sicily to Norway, from Ireland to Russia, for five terrible years. Scholars can...
Apoptosis, Cell Signaling, and Human Diseases: Molecular Mechanisms, Volume 1
Apoptosis, Cell Signaling, and Human Diseases: Molecular Mechanisms, Volume 1
The aim of Apoptosis, Cell Signaling, and Human Diseases: Molecular Mechanisms is to present recent developments in cell survival and apoptotic pathways and their involvement in human diseases, such as cancers and neurodegenerative disorders. This requires an integration of knowledge from several fields of research, including...
Stem Cells and Cancer Stem Cells, Vol. 1: Therapeutic Applications in Disease and Injury
Stem Cells and Cancer Stem Cells, Vol. 1: Therapeutic Applications in Disease and Injury

Difference between tissue specific stem cells and embryonic stem cells is explained. The advantages of the latter are included. The application of human pluripotent stem cells, mesenchymal stem cells, and hematopoietic stem cells in cancer therapy and tissue/organ regeneration is detailed. Role of neural cancer stem cells in brain tumors,...

Development of Aneurysms (Nature Conservancy Book)
Development of Aneurysms (Nature Conservancy Book)

The focus of the book, Development of Aneurysms, is a detailed discussion of the biology of aneurysms. Aneurysm formation is influenced by alterations in arterial wall protein synthesis, hemodynamic forces, arterial wall inflammation, and matrix protein degradation. The relationships of these forces provide a unified theory for the...

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