Big Data Begin in Psychiatry.
Sign Up to like & getrecommendations! Published in 2020 at "JAMA psychiatry"
DOI: 10.1001/jamapsychiatry.2020.0954
Abstract: The last 40 years of JAMA Psychiatry are reviewed as a celebration of its achievements. The focus of this article is on the evolution of big data as reflected in key journal articles. The review… read more here.
Keywords: big data; jama psychiatry; data begin; psychiatry ... See more keywords
Review of radiomics and radiogenomics and big data in radiation oncology
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Applied Clinical Medical Physics"
DOI: 10.1002/acm2.12955
Abstract: Medical big data science research such as radiomics has soared in recent years and found many potential applications in medical physics. In contrast to the tremendous interests in these exciting new directions, comprehensive learning materials… read more here.
Keywords: big data; radiomics radiogenomics; physics; radiation oncology ... See more keywords
Research on self‐learning system with “Internet + Education” innovative talents education mode under big data background
Sign Up to like & getrecommendations! Published in 2022 at "Computer Applications in Engineering Education"
DOI: 10.1002/cae.22525
Abstract: In the “Internet + Education” mode, a big data analysis of innovative talents education model is conducted to improve the quantitative evaluation ability of innovative talent education and training, and the “Internet + Education” innovative talent education model under… read more here.
Keywords: big data; education; internet education; model ... See more keywords
Already ENLIGHT‐TENed? Equipping young immunologists with a combination of research‐related and transferrable competencies
Sign Up to like & getrecommendations! Published in 2018 at "European Journal of Immunology"
DOI: 10.1002/eji.201870145
Abstract: ENLIGHT-TEN is an EU MarieSklodowska-Curie Action (MSCA) project that aims to provide PhD students with cross-disciplinary training in T cell immunology and big data analysis (http://www.enlight-ten.eu/). The constant advent of novel technologies generating ever larger… read more here.
Keywords: big data; research; enlight tened; immunology big ... See more keywords
Big Data: The good, the bad and the ugly
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Cancer"
DOI: 10.1002/ijc.33466
Abstract: Although we are reflecting about machine ethics, learn how to live with machines and realize how easy it is to fool deep neural networks, we better do not forget about the more mundane problems associated… read more here.
Keywords: seq; data sets; quality; big data ... See more keywords
Big Data for Small People: How Novel Data Collection Can Improve Pediatric Transplantation Outcomes
Sign Up to like & getrecommendations! Published in 2021 at "Liver Transplantation"
DOI: 10.1002/lt.26385
Abstract: Kanneganti et al merged UNOS and PHIS data to perform the first assessment of center-level variation in acute rejection and biliary tract complications in the first year following pediatric liver transplantation (1). By combining these… read more here.
Keywords: big data; pediatric liver; small people; liver transplantation ... See more keywords
Generating Proteomic Big Data for Precision Medicine
Sign Up to like & getrecommendations! Published in 2020 at "PROTEOMICS"
DOI: 10.1002/pmic.201900358
Abstract: Here, the authors reason that the complexity of medical problems and proteome science might be tackled effectively with deep learning (DL) technology. However, deployment of DL for proteomics data requires the acquisition of data sets… read more here.
Keywords: medicine; big data; precision medicine; proteomic big ... See more keywords
Exploiting Interdisciplinary Research Design for Temporally Complex Big Data: Discussion of a Case‐Study Using on Heterogenous Bibliographic Big Data
Sign Up to like & getrecommendations! Published in 2022 at "Proceedings of the Association for Information Science and Technology"
DOI: 10.1002/pra2.631
Abstract: Artificial Intelligence (AI) methods are valued for their ability to predict outcomes from dynamically complex data. Despite this virtue, AI is widely criticized as a “black box” i.e., lacking mechanistic explanations to accompany predictions. We… read more here.
Keywords: bibliographic big; big data; temporally complex; interdisciplinary research ... See more keywords
Big data analytics for security and criminal investigations
Sign Up to like & getrecommendations! Published in 2017 at "Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery"
DOI: 10.1002/widm.1208
Abstract: Applications of various data analytics technologies to security and criminal investigation during the past three decades have demonstrated the inception, growth, and maturation of criminal analytics. We first identify five cutting‐edge data mining technologies such… read more here.
Keywords: big data; data analytics; security criminal; criminal investigations ... See more keywords
Themes in data mining, big data, and crime analytics
Sign Up to like & getrecommendations! Published in 2022 at "Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery"
DOI: 10.1002/widm.1432
Abstract: This article examines the impact of new AI‐related technologies in data mining and big data on important research questions in crime analytics. Because the field is so broad, the review focuses on a selection of… read more here.
Keywords: crime; big data; mining big; crime analytics ... See more keywords
Big Data Cohort Extraction for Personalized Statin Treatment and Machine Learning.
Sign Up to like & getrecommendations! Published in 2019 at "Methods in molecular biology"
DOI: 10.1007/978-1-4939-9089-4_14
Abstract: The creation of big clinical data cohorts for machine learning and data analysis require a number of steps from the beginning to successful completion. Similar to data set preprocessing in other fields, there is an… read more here.
Keywords: machine; big data; machine learning; treatment ... See more keywords