Gynecology Meets Big Data in the Disruptive Innovation Medical Era: State-of-Art and Future Prospects

被引:12
|
作者
Khamisy-Farah, Rola [1 ]
Furstenau, Leonardo B. [2 ]
Kong, Jude Dzevela [3 ]
Wu, Jianhong [3 ]
Bragazzi, Nicola Luigi [3 ]
机构
[1] Bar Ilan Univ, Azrieli Fac Med, Clalit Hlth Serv, IL-13100 Safed, Israel
[2] Univ Fed Rio Grande do Sul, Dept Ind Engn, BR-90035190 Porto Alegre, RS, Brazil
[3] York Univ, Lab Ind & Appl Math LIAM, Dept Math & Stat, Toronto, ON M3J 1P3, Canada
关键词
big data; fast and smart data; disruptive innovation medical era; gynecology; FOUNDATION ENDOMETRIOSIS PHENOME; PHENOTYPE DATA-COLLECTION; OVARIAN-CANCER; INFORMATION; BIOMARKERS; PREGNANCY; INTERNET; PATIENT; STORAGE; HEALTH;
D O I
10.3390/ijerph18105058
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Tremendous scientific and technological achievements have been revolutionizing the current medical era, changing the way in which physicians practice their profession and deliver healthcare provisions. This is due to the convergence of various advancements related to digitalization and the use of information and communication technologies (ICTs)-ranging from the internet of things (IoT) and the internet of medical things (IoMT) to the fields of robotics, virtual and augmented reality, and massively parallel and cloud computing. Further progress has been made in the fields of addictive manufacturing and three-dimensional (3D) printing, sophisticated statistical tools such as big data visualization and analytics (BDVA) and artificial intelligence (AI), the use of mobile and smartphone applications (apps), remote monitoring and wearable sensors, and e-learning, among others. Within this new conceptual framework, big data represents a massive set of data characterized by different properties and features. These can be categorized both from a quantitative and qualitative standpoint, and include data generated from wet-lab and microarrays (molecular big data), databases and registries (clinical/computational big data), imaging techniques (such as radiomics, imaging big data) and web searches (the so-called infodemiology, digital big data). The present review aims to show how big and smart data can revolutionize gynecology by shedding light on female reproductive health, both in terms of physiology and pathophysiology. More specifically, they appear to have potential uses in the field of gynecology to increase its accuracy and precision, stratify patients, provide opportunities for personalized treatment options rather than delivering a package of "one-size-fits-it-all" healthcare management provisions, and enhance its effectiveness at each stage (health promotion, prevention, diagnosis, prognosis, and therapeutics).
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页数:13
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