AIMC Topic: Big Data

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Improving realty management ability based on big data and artificial intelligence decision-making.

PloS one Aug 14, 2024
Realty management relies on data from previous successful and failed purchase and utilization outcomes. The cumulative data at different stages are used to improve utilization efficacy. The vital problem is selecting data for analyzing the value incr...
Algorithms Decision Making Big Data Humans Artificial Intelligence
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Family history of cancer and lung cancer: Utility of big data and artificial intelligence for exploring the role of genetic risk.

Lung cancer (Amsterdam, Netherlands) Aug 9, 2024
OBJECTIVES: Lung Cancer (LC) is a multifactorial disease for which the role of genetic susceptibility has become increasingly relevant. Our aim was to use artificial intelligence (AI) to analyze differences between patients with LC based on family hi...
Aged Adult Male Humans Female Lung Neoplasms Artificial Intelligence Risk Factors Middle Aged Big Data Genetic Predisposition to Disease Registries
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Big Data Analytics on Lung Cancer Diagnosis Framework With Deep Learning.

IEEE/ACM transactions on computational biology and bioinformatics Aug 8, 2024
As the segment of diseased tissue in PET images is time-consuming, laborious and low accuracy, this work proposes an automated framework for PET image screening, denoising and diseased tissue segmentation. First, taking into account the characteristi...
Neural Networks, Computer Algorithms Humans Image Processing, Computer-Assisted Lung Neoplasms Positron-Emission Tomography Deep Learning Big Data Image Interpretation, Computer-Assisted
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Deep Learning-Empowered Clinical Big Data Analytics in Healthcare Digital Twins.

IEEE/ACM transactions on computational biology and bioinformatics Aug 8, 2024
With the rapid development of information technology, great changes have taken place in the way of managing, analyzing, and using data in all walks of life. Using deep learning algorithm for data analysis in the field of medicine can improve the accu...
Sepsis Algorithms Humans Big Data Internet of Things Deep Learning
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An architecture for COVID-19 analysis and detection using big data, AI, and data architectures.

PloS one Aug 1, 2024
The COVID-19 epidemic is affecting individuals in many ways and continues to spread all over the world. Vaccines and traditional medical techniques are still being researched. In diagnosis and therapy, biological and digital technology is used to ove...
Blockchain SARS-CoV-2 Big Data Humans COVID-19 Artificial Intelligence Databases, Factual
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Special Issue: Big Scientific Data and Machine Learning in Science and Engineering.

Big data Jul 31, 2024
Big Data Science Engineering Humans Machine Learning
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MGLEP: Multimodal Graph Learning for Modeling Emerging Pandemics with Big Data.

Scientific reports Jul 16, 2024
Accurate forecasting and analysis of emerging pandemics play a crucial role in effective public health management and decision-making. Traditional approaches primarily rely on epidemiological data, overlooking other valuable sources of information th...
Humans Neural Networks, Computer Forecasting Pandemics Big Data COVID-19 Social Media
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Laboratory Preparation for Digital Medicine in Healthcare 4.0: An Investigation Into the Awareness and Applications of Big Data and Artificial Intelligence.

Annals of laboratory medicine Jul 2, 2024
BACKGROUND: Healthcare 4.0. refers to the integration of advanced technologies, such as artificial intelligence (AI) and big data analysis, into the healthcare sector. Recognizing the impact of Healthcare 4.0 technologies in laboratory medicine (LM),...
Big Data Middle Aged Surveys and Questionnaires Adult Humans Male Artificial Intelligence Republic of Korea Female Delivery of Health Care
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Revealing Comprehensive Food Functionalities and Mechanisms of Action through Machine Learning.

Journal of chemical information and modeling Jul 1, 2024
Foods possess a range of unexplored functionalities; however, fully identifying these functions through empirical means presents significant challenges. In this study, we have proposed an approach to comprehensively predict the functionalities of fo...
Food Humans Computer Simulation Big Data Machine Learning
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Patient-Specific, Mechanistic Models of Tumor Growth Incorporating Artificial Intelligence and Big Data.

Annual review of biomedical engineering Jun 20, 2024
Despite the remarkable advances in cancer diagnosis, treatment, and management over the past decade, malignant tumors remain a major public health problem. Further progress in combating cancer may be enabled by personalizing the delivery of therapies...
Humans Precision Medicine Models, Biological Neoplasms Patient-Specific Modeling Big Data Artificial Intelligence Computer Simulation
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