Big Data Analytics Advances in Health Intelligence, Public Health, and Evidence-Based Precision Medicine

Author(s):  
Asoke K. Talukder
2018 ◽  
Vol Volume-2 (Issue-4) ◽  
pp. 440-444
Author(s):  
Aravind G ◽  
Varun K ◽  
Manjunath C R | Soumya K N ◽  

2019 ◽  
Vol 23 (5) ◽  
pp. 2063-2079 ◽  
Author(s):  
Andreas S. Panayides ◽  
Marios S. Pattichis ◽  
Stephanos Leandrou ◽  
Costas Pitris ◽  
Anastasia Constantinidou ◽  
...  

Author(s):  
Chien-Lung Chan ◽  
Chi-Chang Chang

Unlike most daily decisions, medical decision making often has substantial consequences and trade-offs. Recently, big data analytics techniques such as statistical analysis, data mining, machine learning and deep learning can be applied to construct innovative decision models. With complex decision making, it can be difficult to comprehend and compare the benefits and risks of all available options to make a decision. For these reasons, this Special Issue focuses on the use of big data analytics and forms of public health decision making based on the decision model, spanning from theory to practice. A total of 64 submissions were carefully blind peer reviewed by at least two referees and, finally, 23 papers were selected for this Special Issue.


2021 ◽  
pp. 85-102
Author(s):  
Stephen D. John

This chapter develops schematic remarks on different aspects of the ethics of risk. First, it outlines some problems in the ethics of chance, paying particular attention to the prevention paradox. It turns to the ethics of certainty, sketching ongoing debates over the precautionary principle in public health policy and how they relate to the evidence-based medicine movement. It also explains emerging issues around concepts of risk and precaution in epidemiology that are linked to the rise of Big Data analytics. The chapter addresses problems concerning the uses of research findings by policymakers rather than their generation by epidemiologists. It points out how problems of chance and certainty complicate the task of balancing between individual interests and the collective good.


2018 ◽  
Vol 39 ◽  
pp. 68-77 ◽  
Author(s):  
Marco Anisetti ◽  
Claudio Ardagna ◽  
Valerio Bellandi ◽  
Marco Cremonini ◽  
Fulvio Frati ◽  
...  

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