AIMC Topic:
Software

Clear Filters Showing 1851 to 1860 of 3488 articles

Machine learning model combining features from algorithms with different analytical methodologies to detect laboratory-event-related adverse drug reaction signals.

PloS one Nov 21, 2018
BACKGROUND: The importance of identifying and evaluating adverse drug reactions (ADRs) has been widely recognized. Many studies have developed algorithms for ADR signal detection using electronic health record (EHR) data. In this study, we propose a ...
Laboratories Machine Learning Software Drug-Related Side Effects and Adverse Reactions
View on PubMed DOI

Machine learning in critical care: state-of-the-art and a sepsis case study.

Biomedical engineering online Nov 20, 2018
BACKGROUND: Like other scientific fields, such as cosmology, high-energy physics, or even the life sciences, medicine and healthcare face the challenge of an extremely quick transformation into data-driven sciences. This challenge entails the dauntin...
Data Analysis Computer Graphics Prospective Studies Prognosis Critical Care Expert Systems Artificial Intelligence Sepsis Intensive Care Units Humans Medical Informatics Probability Machine Learning Reproducibility of Results Software
View on PubMed DOI

Deepbinner: Demultiplexing barcoded Oxford Nanopore reads with deep convolutional neural networks.

PLoS computational biology Nov 20, 2018
Multiplexing, the simultaneous sequencing of multiple barcoded DNA samples on a single flow cell, has made Oxford Nanopore sequencing cost-effective for small genomes. However, it depends on the ability to sort the resulting sequencing reads by barco...
Nanopores Electronic Data Processing Gene Library Genome Reproducibility of Results Bacteria Computational Biology High-Throughput Nucleotide Sequencing DNA Barcoding, Taxonomic DNA Nanotechnology Neural Networks, Computer Software Algorithms
View on PubMed DOI

Motion artifact recognition and quantification in coronary CT angiography using convolutional neural networks.

Medical image analysis Nov 15, 2018
Excellent image quality is a primary prerequisite for diagnostic non-invasive coronary CT angiography. Artifacts due to cardiac motion may interfere with detection and diagnosis of coronary artery disease and render subsequent treatment decisions mor...
Computed Tomography Angiography Humans Cardiac-Gated Imaging Techniques Coronary Angiography Neural Networks, Computer Supervised Machine Learning Motion Software Artifacts Algorithms
View on PubMed DOI

An open-source k-mer based machine learning tool for fast and accurate subtyping of HIV-1 genomes.

PloS one Nov 14, 2018
For many disease-causing virus species, global diversity is clustered into a taxonomy of subtypes with clinical significance. In particular, the classification of infections among the subtypes of human immunodeficiency virus type 1 (HIV-1) is a routi...
Machine Learning Time Factors Genome, Viral Software Genomics HIV-1
View on PubMed DOI

CIBS: A biomedical text summarizer using topic-based sentence clustering.

Journal of biomedical informatics Nov 13, 2018
Automatic text summarizers can reduce the time required to read lengthy text documents by extracting the most important parts. Multi-document summarizers should produce a summary that covers the main topics of multiple related input texts to diminish...
Image Processing, Computer-Assisted Cluster Analysis Natural Language Processing Pattern Recognition, Automated Unified Medical Language System Data Mining Semantics Software Algorithms
View on PubMed DOI

Applying machine learning to continuously monitored physiological data.

Journal of clinical monitoring and computing Nov 11, 2018
The use of machine learning (ML) in healthcare has enormous potential for improving disease detection, clinical decision support, and workflow efficiencies. In this commentary, we review published and potential applications for the use of ML for moni...
Software Algorithms Databases, Factual Intensive Care Units Humans Machine Learning Clinical Alarms Sepsis Electronic Health Records Expert Systems Decision Support Systems, Clinical Adult Wavelet Analysis Monitoring, Physiologic Randomized Controlled Trials as Topic Respiration, Artificial Atrial Fibrillation Delirium Critical Care Arrhythmias, Cardiac
View on PubMed DOI

Two New Heuristic Methods for Protein Model Quality Assessment.

IEEE/ACM transactions on computational biology and bioinformatics Nov 9, 2018
Protein tertiary structure prediction is an important open challenge in bioinformatics and requires effective methods to accurately evaluate the quality of protein 3-D models generated computationally. Many quality assessment (QA) methods have been p...
Proteins Models, Molecular Protein Structure, Tertiary Software Algorithms Computational Biology Computer Heuristics
View on PubMed DOI

A deep learning approach to automate refinement of somatic variant calling from cancer sequencing data.

Nature genetics Nov 5, 2018
Cancer genomic analysis requires accurate identification of somatic variants in sequencing data. Manual review to refine somatic variant calls is required as a final step after automated processing. However, manual variant refinement is time-consumin...
Algorithms Computer Simulation Reproducibility of Results Neoplasms Deep Learning Humans Mutation DNA Mutational Analysis Polymorphism, Single Nucleotide Software High-Throughput Nucleotide Sequencing Electronic Data Processing Sequence Analysis, DNA
View on PubMed DOI

The Role of the FDA in Ensuring the Safety and Efficacy of Artificial Intelligence Software and Devices.

Journal of the American College of Radiology : JACR Oct 30, 2018
Device Approval Patient Safety Artificial Intelligence Product Surveillance, Postmarketing United States Software Humans United States Food and Drug Administration
View on PubMed DOI
Popular Topics
Recent Journals