Practice Management

Latest AI and machine learning research in practice management for healthcare professionals.

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Annotating Diseases Using Human Phenotype Ontology Improves Prediction of Disease-Associated Long Non-coding RNAs.

Recently, many long non-coding RNAs (lncRNAs) have been identified and their biological function has...

May 2018 29758261
Efficient coding matters in the organization of the early visual system.

Individual areas in the brain are organized into a hierarchical network as a result of evolution. Pr...

May 2018 29870929
Using machine learning to identify patterns of lifetime health problems in decedents with autism spectrum disorder.

Very little is known about the health problems experienced by individuals with autism spectrum disor...

May 2018 29734508
Prediction of plant lncRNA by ensemble machine learning classifiers.

BACKGROUND: In plants, long non-protein coding RNAs are believed to have essential roles in developm...

May 2018 29720103
Automated ICD-9 Coding via A Deep Learning Approach.

ICD-9 (the Ninth Revision of International Classification of Diseases) is widely used to describe a ...

Mar 2018 29994157
Deep neural models for ICD-10 coding of death certificates and autopsy reports in free-text.

We address the assignment of ICD-10 codes for causes of death by analyzing free-text descriptions in...

Feb 2018 29496630
A border-ownership model based on computational electromagnetism.

The mathematical relation between a vector electric field and its corresponding scalar potential fie...

Jan 2018 29414533
Toward an Improvement of the Analysis of Neural Coding.

Machine learning and artificial intelligence have strong roots on principles of neural computation. ...

Jan 2018 29375359
PlaNC-TE: a comprehensive knowledgebase of non-coding RNAs and transposable elements in plants.

Transposable elements (TEs) play an essential role in the genetic variability of eukaryotic species....

Jan 2018 30101318
Improved ontology for eukaryotic single-exon coding sequences in biological databases.

Efficient extraction of knowledge from biological data requires the development of structured vocabu...

Jan 2018 30239665
Natural language processing of clinical notes for identification of critical limb ischemia.

BACKGROUND: Critical limb ischemia (CLI) is a complication of advanced peripheral artery disease (PA...

Dec 2017 29425639
STDP-based spiking deep convolutional neural networks for object recognition.

Previous studies have shown that spike-timing-dependent plasticity (STDP) can be used in spiking neu...

Dec 2017 29328958
Machine Learning for Precision Psychiatry: Opportunities and Challenges.

The nature of mental illness remains a conundrum. Traditional disease categories are increasingly su...

Dec 2017 29486863
A deep learning method for lincRNA detection using auto-encoder algorithm.

BACKGROUND: RNA sequencing technique (RNA-seq) enables scientists to develop novel data-driven metho...

Dec 2017 29244011
Classification of hospital admissions into emergency and elective care: a machine learning approach.

Rising admissions from emergency departments (EDs) to hospitals are a primary concern for many healt...

Nov 2017 29177993
Code-modulated visual evoked potentials using fast stimulus presentation and spatiotemporal beamformer decoding.

When encoding visual targets using various lagged versions of a pseudorandom binary sequence of lumi...

Nov 2017 29118386
Predictive Coding for Dynamic Visual Processing: Development of Functional Hierarchy in a Multiple Spatiotemporal Scales RNN Model.

This letter proposes a novel predictive coding type neural network model, the predictive multiple sp...

Oct 2017 29064785
A Support Vector Machine based method to distinguish long non-coding RNAs from protein coding transcripts.

BACKGROUND: In recent years, a rapidly increasing number of RNA transcripts has been generated by th...

Oct 2017 29047334
Artificial neural network coding of the child attachment interview using linguistic data.

Assessing attachment in adolescents is important due to relations between insecurity and psychopatho...

Sep 2017 28948864
Machine Learning Approaches on Diagnostic Term Encoding With the ICD for Clinical Documentation.

This work focuses on data mining applied to the clinical documentation domain. Diagnostic terms (DTs...

Aug 2017 28858819
Graph construction using adaptive Local Hybrid Coding scheme.

It is well known that dense coding with local bases (via Least Square coding schemes) can lead to la...

Aug 2017 28934641
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