front cover of Demystifying Graph Data Science
Demystifying Graph Data Science
Graph algorithms, analytics methods, platforms, databases, and use cases
Pethuru Raj
The Institution of Engineering and Technology, 2022
With the growing maturity and stability of digitization and edge technologies, vast numbers of digital entities, connected devices, and microservices interact purposefully to create huge sets of poly-structured digital data. Corporations are continuously seeking fresh ways to use their data to drive business innovations and disruptions to bring in real digital transformation. Data science (DS) is proving to be the one-stop solution for simplifying the process of knowledge discovery and dissemination out of massive amounts of multi-structured data.
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front cover of Evolving Predictive Analytics in Healthcare
Evolving Predictive Analytics in Healthcare
New AI techniques for real-time interventions
Abhishek Kumar
The Institution of Engineering and Technology, 2022
A major use of practical predictive analytics in medicine has been in the diagnosis of current diseases, particularly through medical imaging. Now there is sufficient improvement in AI, IoT and data analytics to deal with real time problems with an increased focus on early prediction using machine learning and deep learning algorithms. With the power of artificial intelligence alongside the internet of 'medical' things, these algorithms can input the characteristics/data of their patients and get predictions of future diagnoses, classifications, treatment and costs.
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logo for The Institution of Engineering and Technology
Exploring Intelligent Healthcare with Quantum Computing
Abhishek Kumar
The Institution of Engineering and Technology, 2024
This edited book explores the field of quantum computing and machine learning for medical data processing. Topics such as security, transparency, data integrity, big data and applications in drug discovery, precision in diagnostics and precision medicine, are explored.
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