AIMC Topic: Big Data

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Seeing the whole elephant: integrated advanced data analytics in support of RWE for the development and use of innovative pharmaceuticals.

Expert review of pharmacoeconomics & outcomes research Jan 18, 2024
INTRODUCTION: The 21 century has brought about significant technological advancement, allowing the collection of new types of data from the real world on an unprecedented scale. The healthcare industry will benefit immensely from this abundance of pa...
Humans Artificial Intelligence Data Science Outcome Assessment, Health Care Machine Learning Big Data
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Recent developments in machine learning modeling methods for hypertension treatment.

Hypertension research : official journal of the Japanese Society of Hypertension Jan 12, 2024
Hypertension is the leading cause of cardiovascular complications. This review focuses on the advancements in medical artificial intelligence (AI) models aimed at individualized treatment for hypertension, with particular emphasis on the approach to ...
Hypertension Blood Pressure Humans Artificial Intelligence Machine Learning Big Data
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Artificial intelligence (AI) or augmented intelligence? How big data and AI are transforming healthcare: Challenges and opportunities.

South African medical journal = Suid-Afrikaanse tydskrif vir geneeskunde Dec 31, 2023
The sanctity of the doctor-patient relationship is deeply embedded in tradition - the Hippocratic oath, medical ethics, professional codes of conduct, and legislation - all of which are being disrupted by big data and 'artificial' intelligence (AI). ...
Big Data South Africa Physician-Patient Relations Humans Intelligence Artificial Intelligence
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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.
Humans Big Data Artificial Intelligence Peer Review Medical Informatics 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...
Big Data Metabolomics Depressive Disorder Middle Aged Depression Adult Male Machine Learning Biomarkers Humans Female Aged
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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-...
Algorithms Aged Neural Networks, Computer Artificial Intelligence Aging Big Data Humans
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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 Artificial Intelligence Chronic Disease Ambulatory Care Facilities Ecosystem Big Data
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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...
Informed Consent Big Data Surgery, Computer-Assisted Humans Artificial Intelligence
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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 Cluster Analysis Deep Learning 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...
Artificial Intelligence Animals Big Data Geroscience Computational Biology Models, Animal
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