AIMC Topic: Big Data
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Deep Learning in Cardiology.
IEEE reviews in biomedical engineering
Dec 10, 2018
The medical field is creating large amount of data that physicians are unable to decipher and use efficiently. Moreover, rule-based expert systems are inefficient in solving complicated medical tasks or for creating insights using big data. Deep lear...
Artificial Intelligence and Big Data in Public Health.
International journal of environmental research and public health
Dec 10, 2018
Artificial intelligence and automation are topics dominating global discussions on the future of professional employment, societal change, and economic performance. In this paper, we describe fundamental concepts underlying AI and Big Data and their ...
The European Federation of Organisations for Medical Physics (EFOMP) White Paper: Big data and deep learning in medical imaging and in relation to medical physics profession.
Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB)
Nov 16, 2018
Big data and deep learning will profoundly change various areas of professions and research in the future. This will also happen in medicine and medical imaging in particular. As medical physicists, we should pursue beyond the concept of technical qu...
Artificial Intelligence in Radiology: Current Technology and Future Directions.
Seminars in musculoskeletal radiology
Nov 6, 2018
Artificial intelligence (AI) has been heralded as the next big wave in the computing revolution and touted as a transformative technology for many industries including health care. In radiology, considerable excitement and anxiety are associated with...
Introduction to Machine Learning in Digital Healthcare Epidemiology.
Infection control and hospital epidemiology
Nov 5, 2018
To exploit the full potential of big routine data in healthcare and to efficiently communicate and collaborate with information technology specialists and data analysts, healthcare epidemiologists should have some knowledge of large-scale analysis te...
Artificial Intelligence for infectious disease Big Data Analytics.
Infection, disease & health
Nov 2, 2018
BACKGROUND: Since the beginning of the 21st century, the amount of data obtained from public health surveillance has increased dramatically due to the advancement of information and communications technology and the data collection systems now in pla...
Comparative Evaluation of Machine Learning Strategies for Analyzing Big Data in Psychiatry.
International journal of molecular sciences
Oct 29, 2018
The requirement of innovative big data analytics has become a critical success factor for research in biological psychiatry. Integrative analyses across distributed data resources are considered essential for untangling the biological complexity of m...
Big data and targeted machine learning in action to assist medical decision in the ICU.
Anaesthesia, critical care & pain medicine
Oct 16, 2018
Historically, personalised medicine has been synonymous with pharmacogenomics and oncology. We argue for a new framework for personalised medicine analytics that capitalises on more detailed patient-level data and leverages recent advances in causal ...
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