AIMC Topic: Big Data

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Clinical Research Informatics: Contributions from 2022.

Yearbook of medical informatics Dec 26, 2023
OBJECTIVES: To summarize key contributions to current research in the field of Clinical Research Informatics (CRI) and to select best papers published in 2022.
Big Data Medical Informatics Humans Artificial Intelligence Peer Review Electronic Health Records
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A Machine Learning Analysis of Big Metabolomics Data for Classifying Depression: Model Development and Validation.

Biological psychiatry Dec 22, 2023
BACKGROUND: Many metabolomics studies of depression have been performed, but these have been limited by their scale. A comprehensive in silico analysis of global metabolite levels in large populations could provide robust insights into the pathologic...
Biomarkers Female Humans Machine Learning Male Middle Aged Aged Adult Depression Metabolomics Depressive Disorder Big Data
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Elderly and visually impaired indoor activity monitoring based on Wi-Fi and Deep Hybrid convolutional neural network.

Scientific reports Dec 18, 2023
A drop in physical activity and a deterioration in the capacity to undertake daily life activities are both connected with ageing and have negative effects on physical and mental health. An Elderly and Visually Impaired Human Activity Monitoring (EV-...
Big Data Aged Aging Humans Neural Networks, Computer Artificial Intelligence Algorithms
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The Role of a Smart Health Ecosystem in Transforming the Management of Chronic Health Conditions.

Journal of medical Internet research Dec 18, 2023
The effective management of chronic conditions requires an approach that promotes a shift in care from the clinic to the home, improves the efficiency of health care systems, and benefits all users irrespective of their needs and preferences. Digital...
Humans Big Data Chronic Disease Ambulatory Care Facilities Artificial Intelligence Ecosystem
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DATA GOVERNANCE in digital surgery.

Cirugia espanola Nov 30, 2023
Technological and computer advances have led to a "new era" of Surgery called Digital Surgery. In it, the management of information is the key. The development of Artificial Intelligence requires "Big Data" to create its algorithms. The use of digita...
Surgery, Computer-Assisted Informed Consent Artificial Intelligence Big Data Humans
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Exploration of street space architectural color measurement based on street view big data and deep learning-A case study of Jiefang North Road Street in Tianjin.

PloS one Nov 30, 2023
Urban space architectural color is the first feature to be perceived in a complex vision beyond shape, texture and material, and plays an important role in the expression of urban territory, humanity and style. However, because of the difficulty of c...
Big Data Deep Learning Cluster Analysis Surveys and Questionnaires
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How is Big Data reshaping preclinical aging research?

Lab animal Nov 28, 2023
The exponential scientific and technological progress during the past 30 years has favored the comprehensive characterization of aging processes with their multivariate nature, leading to the advent of Big Data in preclinical aging research. Spanning...
Models, Animal Artificial Intelligence Big Data Geroscience Animals Computational Biology
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Big data and artificial intelligence in cancer research.

Trends in cancer Nov 15, 2023
The field of oncology has witnessed an extraordinary surge in the application of big data and artificial intelligence (AI). AI development has made multiscale and multimodal data fusion and analysis possible. A new era of extracting information from ...
Humans Artificial Intelligence Big Data Forecasting Neoplasms
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From cancer big data to treatment: Artificial intelligence in cancer research.

The journal of gene medicine Nov 8, 2023
In recent years, developing the idea of "cancer big data" has emerged as a result of the significant expansion of various fields such as clinical research, genomics, proteomics and public health records. Advances in omics technologies are making a si...
Neoplasms Big Data Genomics Proteomics Artificial Intelligence Machine Learning Humans
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Healthcare Big Data in Hong Kong: Development and Implementation of Artificial Intelligence-Enhanced Predictive Models for Risk Stratification.

Current problems in cardiology Oct 21, 2023
Routinely collected electronic health records (EHRs) data contain a vast amount of valuable information for conducting epidemiological studies. With the right tools, we can gain insights into disease processes and development, identify the best treat...
Brugada Syndrome Humans Artificial Intelligence Big Data Hong Kong Delivery of Health Care Risk Assessment
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