AIMC Topic: Datasets as Topic

Clear Filters Showing 761 to 770 of 1098 articles

Image processing and Quality Control for the first 10,000 brain imaging datasets from UK Biobank.

NeuroImage Oct 24, 2017
UK Biobank is a large-scale prospective epidemiological study with all data accessible to researchers worldwide. It is currently in the process of bringing back 100,000 of the original participants for brain, heart and body MRI, carotid ultrasound an...
United Kingdom Neuroimaging Humans Machine Learning Databases, Factual Brain Image Processing, Computer-Assisted Magnetic Resonance Imaging Quality Control Datasets as Topic
View on PubMed DOI

Supervised machine learning techniques to predict binding affinity. A study for cyclin-dependent kinase 2.

Biochemical and biophysical research communications Oct 7, 2017
Here we report the development of a machine-learning model to predict binding affinity based on the crystallographic structures of protein-ligand complexes. We used an ensemble of crystallographic structures (resolution better than 1.5 Å resolution) ...
Molecular Docking Simulation Drug Design Antineoplastic Agents ROC Curve Humans Datasets as Topic Protein Kinase Inhibitors Thermodynamics Cyclin-Dependent Kinase 2 Databases, Protein Supervised Machine Learning Ligands Inhibitory Concentration 50
View on PubMed DOI

Combination of minimum enclosing balls classifier with SVM in coal-rock recognition.

PloS one Sep 22, 2017
Top-coal caving technology is a productive and efficient method in modern mechanized coal mining, the study of coal-rock recognition is key to realizing automation in comprehensive mechanized coal mining. In this paper we propose a new discriminant a...
Vibration Discriminant Analysis Coal Acoustics Nonlinear Dynamics Datasets as Topic Pattern Recognition, Automated Statistics, Nonparametric Support Vector Machine Area Under Curve
View on PubMed DOI

The Ugly Truth About Ourselves and Our Robot Creations: The Problem of Bias and Social Inequity.

Science and engineering ethics Sep 21, 2017
Recently, there has been an upsurge of attention focused on bias and its impact on specialized artificial intelligence (AI) applications. Allegations of racism and sexism have permeated the conversation as stories surface about search engines deliver...
Automobiles Robotics Bias Datasets as Topic Female Male Social Justice Biomedical Technology Prejudice Racism Sexism Humans Artificial Intelligence Algorithms Learning
View on PubMed DOI

Multiple Cayley-Klein metric learning.

PloS one Sep 21, 2017
As a specific kind of non-Euclidean metric lies in projective space, Cayley-Klein metric has been recently introduced in metric learning to deal with the complex data distributions in computer vision tasks. In this paper, we extend the original Cayle...
Time Factors Image Processing, Computer-Assisted Internet Nonlinear Dynamics Humans Machine Learning Datasets as Topic Linear Models Face Pattern Recognition, Automated
View on PubMed DOI

Predicting clinical outcomes from large scale cancer genomic profiles with deep survival models.

Scientific reports Sep 15, 2017
Translating the vast data generated by genomic platforms into accurate predictions of clinical outcomes is a fundamental challenge in genomic medicine. Many prediction methods face limitations in learning from the high-dimensional profiles generated ...
Humans Neural Networks, Computer Software Prognosis Treatment Outcome Bayes Theorem Datasets as Topic Survival Neoplasms Deep Learning Genomics
View on PubMed DOI

Identification of autism spectrum disorder using deep learning and the ABIDE dataset.

NeuroImage. Clinical Aug 30, 2017
The goal of the present study was to apply deep learning algorithms to identify autism spectrum disorder (ASD) patients from large brain imaging dataset, based solely on the patients brain activation patterns. We investigated ASD patients brain imagi...
Adolescent Child Image Processing, Computer-Assisted Brain Mapping Datasets as Topic Rest Neural Pathways Adult Male Case-Control Studies Functional Neuroimaging Brain Female Young Adult Humans Neural Networks, Computer Machine Learning Autism Spectrum Disorder
View on PubMed DOI

Finding disagreement pathway signatures and constructing an ensemble model for cancer classification.

Scientific reports Aug 30, 2017
Cancer classification based on molecular level is a relatively routine research procedure with advances in high-throughput molecular profiling techniques. However, the number of genes typically far exceeds the number of the sample size in gene expres...
Humans Neoplasm Proteins Datasets as Topic Oligonucleotide Array Sequence Analysis Taxoids Atlases as Topic Anthracyclines Gene Regulatory Networks Gene Expression Regulation, Neoplastic Signal Transduction Support Vector Machine Neoplasms Antineoplastic Agents Gene Expression Profiling
View on PubMed DOI

Word2Vec inversion and traditional text classifiers for phenotyping lupus.

BMC medical informatics and decision making Aug 22, 2017
BACKGROUND: Identifying patients with certain clinical criteria based on manual chart review of doctors' notes is a daunting task given the massive amounts of text notes in the electronic health records (EHR). This task can be automated using text cl...
Datasets as Topic International Classification of Diseases Unified Medical Language System Electronic Health Records Natural Language Processing Bayes Theorem Lupus Erythematosus, Systemic Artificial Intelligence Machine Learning Algorithms Humans Neural Networks, Computer
View on PubMed DOI

Big data in forensic science and medicine.

Journal of forensic and legal medicine Aug 12, 2017
In less than a decade, big data in medicine has become quite a phenomenon and many biomedical disciplines got their own tribune on the topic. Perspectives and debates are flourishing while there is a lack for a consensual definition for big data. The...
Datasets as Topic Forensic Sciences Humans Periodicals as Topic Data Mining
View on PubMed DOI
Popular Topics
Recent Journals