AIMC Topic: Big Data

Clear Filters Showing 591 to 600 of 645 articles

Quadruple Decision Making for Parkinson's Disease Patients: Combining Expert Opinion, Patient Preferences, Scientific Evidence, and Big Data Approaches to Reach Precision Medicine.

Journal of Parkinson's disease Jan 1, 2020
Clinical decision making for Parkinson's disease patients is supported by a combination of three distinct information resources: best available scientific evidence, professional expertise, and the personal needs and preferences of patients. All three...
Humans Machine Learning Precision Medicine Evidence-Based Medicine Models, Organizational Patient Preference Clinical Decision-Making Big Data Parkinson Disease Decision Making, Shared
View on PubMed DOI

Scaling tree-based automated machine learning to biomedical big data with a feature set selector.

Bioinformatics (Oxford, England) Jan 1, 2020
MOTIVATION: Automated machine learning (AutoML) systems are helpful data science assistants designed to scan data for novel features, select appropriate supervised learning models and optimize their parameters. For this purpose, Tree-based Pipeline O...
Machine Learning Depressive Disorder, Major Computational Biology Software Humans Big Data Computer Simulation Genome
View on PubMed DOI

Imputation Strategy for Reliable Regional MRI Morphological Measurements.

Neuroinformatics Jan 1, 2020
Regional morphological analysis represents a crucial step in most neuroimaging studies. Results from brain segmentation techniques are intrinsically prone to certain degrees of variability, mainly as results of suboptimal segmentation. To reduce this...
Brain Female Young Adult Humans Machine Learning Child Male Algorithms Magnetic Resonance Imaging Big Data Neuroimaging Adolescent
View on PubMed DOI

Application of Big Data and Artificial Intelligence technologies to dementia prevention research: an opportunity for low-and-middle-income countries.

Journal of global health Dec 1, 2019
Developing Countries Biomedical Research Humans Big Data Artificial Intelligence Dementia
View on PubMed DOI

Artificial intelligence in the diagnosis of cardiovascular disease.

Revista da Associacao Medica Brasileira (1992) Dec 1, 2019
Artificial intelligence (AI) is a field of computer science that aims to mimic human thought processes. AI techniques have been applied in cardiovascular medicine to explore novel genotypes and phenotypes in existing diseases, improve the quality of ...
Supervised Machine Learning Humans Cardiovascular Diseases Artificial Intelligence Big Data Algorithms Unsupervised Machine Learning Precision Medicine
View on PubMed DOI

Medical Big Data Is Not Yet Available: Why We Need Realism Rather than Exaggeration.

Endocrinology and metabolism (Seoul, Korea) Dec 1, 2019
Most people are now familiar with the concepts of big data, deep learning, machine learning, and artificial intelligence (AI) and have a vague expectation that AI using medical big data can be used to improve the quality of medical care. However, the...
Humans Artificial Intelligence Machine Learning Big Data Quality of Health Care Medical Informatics
View on PubMed DOI

Deep Learning on Big, Sparse, Behavioral Data.

Big data Dec 1, 2019
The outstanding performance of deep learning (DL) for computer vision and natural language processing has fueled increased interest in applying these algorithms more broadly in both research and practice. This study investigates the application of DL...
Big Data Natural Language Processing Humans Neural Networks, Computer Deep Learning
View on PubMed DOI

The scientific events that shaped the decade.

Nature Dec 1, 2019
Environmental Policy Social Change Climate Change Gene Editing Conservation of Energy Resources Humans Bias Gravitation Artificial Intelligence Big Data CRISPR-Cas Systems Physics Female Genomics Microbiota Infant, Newborn
View on PubMed DOI

Coding and classifying GP data: the POLAR project.

BMJ health & care informatics Nov 1, 2019
BACKGROUND: Data, particularly 'big' data are increasingly being used for research in health. Using data from electronic medical records optimally requires coded data, but not all systems produce coded data.
General Practice Natural Language Processing Systematized Nomenclature of Medicine Humans Electronic Health Records Big Data Australia
View on PubMed DOI

[Urolithiasis research-big data and artificial intelligence : How we can use the new structures of the medical informatics initiative of the Federal Ministry of Education and Research].

Der Urologe. Ausg. A Nov 1, 2019
BACKGROUND: The digital transformation of society has a tremendous impact on both medicine and healthcare. The generation and processing of continuously growing amounts of digital data can be used to facilitate new approaches in research, particularl...
Urolithiasis Big Data Humans Medical Informatics Artificial Intelligence Germany
View on PubMed DOI
Popular Topics
Recent Journals