[HTML][HTML] Automated machine learning: Review of the state-of-the-art and opportunities for healthcare

J Waring, C Lindvall, R Umeton - Artificial intelligence in medicine, 2020 - Elsevier
Objective This work aims to provide a review of the existing literature in the field of
automated machine learning (AutoML) to help healthcare professionals better utilize …

Innovations in genomics and big data analytics for personalized medicine and health care: A review

M Hassan, FM Awan, A Naz… - International journal of …, 2022 - mdpi.com
Big data in health care is a fast-growing field and a new paradigm that is transforming case-
based studies to large-scale, data-driven research. As big data is dependent on the …

European Resuscitation Council Guidelines 2021: Ethics of resuscitation and end of life decisions

SD Mentzelopoulos, K Couper, P Van de Voorde… - Resuscitation, 2021 - Elsevier
Abstract These European Resuscitation Council Ethics guidelines provide evidence-based
recommendations for the ethical, routine practice of resuscitation and end-of-life care of …

Integrated omics: tools, advances and future approaches

BB Misra, C Langefeld, M Olivier… - Journal of molecular …, 2019 - jme.bioscientifica.com
With the rapid adoption of high-throughput omic approaches to analyze biological samples
such as genomics, transcriptomics, proteomics, and metabolomics, each analysis can …

Concurrence of big data analytics and healthcare: A systematic review

N Mehta, A Pandit - International journal of medical informatics, 2018 - Elsevier
Abstract Background The application of Big Data analytics in healthcare has immense
potential for improving the quality of care, reducing waste and error, and reducing the cost of …

Benefits and challenges of Big Data in healthcare: an overview of the European initiatives

R Pastorino, C De Vito, G Migliara… - European journal of …, 2019 - academic.oup.com
Healthcare systems around the world are facing incredible challenges due to the ageing
population and the related disability, and the increasing use of technologies and citizen's …

Medical internet of things and big data in healthcare

DV Dimitrov - Healthcare informatics research, 2016 - synapse.koreamed.org
Objectives A number of technologies can reduce overall costs for the prevention or
management of chronic illnesses. These include devices that constantly monitor health …

Power analysis in health policy and systems research: a guide to research conceptualisation

SM Topp, M Schaaf, V Sriram, K Scott, SL Dalglish… - BMJ Global …, 2021 - gh.bmj.com
Power is a growing area of study for researchers and practitioners working in the field of
health policy and systems research (HPSR). Theoretical development and empirical …

A systematic review on healthcare analytics: application and theoretical perspective of data mining

MS Islam, MM Hasan, X Wang, HD Germack… - Healthcare, 2018 - mdpi.com
The growing healthcare industry is generating a large volume of useful data on patient
demographics, treatment plans, payment, and insurance coverage—attracting the attention …

[图书][B] Handbook of personality: Theory and research

OP John, RW Robins, LA Pervin - 2010 - books.google.com
This authoritative handbook is the reference of choice for researchers and students of
personality. Leading authorities describe the most important theoretical approaches in …