Practice Management

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

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The Non-Coding RNA Ontology (NCRO): a comprehensive resource for the unification of non-coding RNA biology.

In recent years, sequencing technologies have enabled the identification of a wide range of non-coding RNAs (ncRNAs). Unfortunately, annotation and integration of ncRNA data has lagged behind their identification. Given the large quantity of information being obtained in this area, there emerges an urgent need to integrate what is being discovered by a broad range of relevant communities. To this ...

May 4 2016 27152146

Computer-based coding of free-text job descriptions to efficiently identify occupations in epidemiological studies.

BACKGROUND: Mapping job titles to standardised occupation classification (SOC) codes is an important step in identifying occupational risk factors in epidemiological studies. Because manual coding is time-consuming and has moderate reliability, we developed an algorithm called SOCcer (Standardized Occupation Coding for Computer-assisted Epidemiologic Research) to assign SOC-2010 codes based on fre...

Apr 21 2016 27102331
DanQ: a hybrid convolutional and recurrent deep neural network for quantifying the function of DNA sequences.

Modeling the properties and functions of DNA sequences is an important, but challenging task in the broad field of genomics. This task is particularly...

Apr 15 2016 27084946
REGene: a literature-based knowledgebase of animal regeneration that bridge tissue regeneration and cancer.

Regeneration is a common phenomenon across multiple animal phyla. Regeneration-related genes (REGs) are critical for fundamental cellular processes su...

Mar 15 2016 26975833
A method for modeling co-occurrence propensity of clinical codes with application to ICD-10-PCS auto-coding.

OBJECTIVE: Natural language processing methods for medical auto-coding, or automatic generation of medical billing codes from electronic health record...

Feb 17 2016 26911826
Detection of Shockable Ventricular Arrhythmia using Variational Mode Decomposition.

Ventricular tachycardia (VT) and ventricular fibrillation (VF) are shockable ventricular cardiac ailments. Detection of VT/VF is one of the important ...

Jan 21 2016 26798076
A neural-based vocoder implementation for evaluating cochlear implant coding strategies.

Most simulations of cochlear implant (CI) coding strategies rely on standard vocoders that are based on purely signal processing techniques. However, ...

Jan 14 2016 26775182
An Expanded Analysis of Pharmacogenetics Determinants of Efavirenz Response that Includes 3'-UTR Single Nucleotide Polymorphisms among Black South African HIV/AIDS Patients.

INTRODUCTION: Efavirenz (EFV) is a non-nucleoside reverse transcriptase inhibitor prescribed as part of first-line highly active antiretroviral therap...

Jan 7 2016 26779253
On fuzzy semantic similarity measure for DNA coding.

A coding measure scheme numerically translates the DNA sequence to a time domain signal for protein coding regions identification. A number of coding ...

Dec 31 2015 26773936
Why do some neurons in cortex respond to information in a selective manner? Insights from artificial neural networks.

Why do some neurons in hippocampus and cortex respond to information in a highly selective manner? It has been hypothesized that neurons in hippocampu...

Dec 24 2015 26722711
Computational identification of piRNA targets on mouse mRNAs.

MOTIVATION: PIWI-interacting RNAs (piRNAs) are a class of small non-coding RNAs that are highly abundant in the germline. One important role of piRNAs...

Dec 16 2015 26677964
Contrast coding in the electrosensory system: parallels with visual computation.

To identify and interact with moving objects, including other members of the same species, an animal's nervous system must correctly interpret pattern...

Nov 12 2015 26558527
Microarray expression profiling and gene ontology analysis of long non-coding RNAs in spontaneously hypertensive rats and their potential roles in the pathogenesis of hypertension.

Long non-coding RNAs (lncRNAs) have been demonstrated to be significant in numerous biological processes. Hypertension is a form of cardiovascular dis...

Nov 11 2015 26572900
[Comparison of ICD 10 and AIS with the Development of a Method for Automated Conversion].

BACKGROUND: Most of the current scores and outcome prediction calculations in traumatology are based on the Abbreviated Injury Scale (AIS). However, t...

Oct 15 2015 26468924
The transfer and transformation of collective network information in gene-matched networks.

Networks, such as the human society network, social and professional networks, and biological system networks, contain vast amounts of information. In...

Oct 9 2015 26450411
Putative cancer-initiating stem cells in cell culture models for molecular subtypes of clinical breast cancer.

Cancer-initiating stem cells (CISC) represent a minor subpopulation of heterogeneous breast cancer. CISC are responsible for the acquired resistance t...

Oct 6 2015 26788219
lncRScan-SVM: A Tool for Predicting Long Non-Coding RNAs Using Support Vector Machine.

Functional long non-coding RNAs (lncRNAs) have been bringing novel insight into biological study, however it is still not trivial to accurately distin...

Oct 5 2015 26437338
Human Rights Texts: Converting Human Rights Primary Source Documents into Data.

We introduce and make publicly available a large corpus of digitized primary source human rights documents which are published annually by monitoring ...

Sep 29 2015 26418817
A Framework for Identifying Genotypic Information from Clinical Records: Exploiting Integrated Ontology Structures to Transfer Annotations between ICD Codes and Gene Ontologies.

Although some methods are proposed for automatic ontology generation, none of them address the issue of integrating large-scale heterogeneous biomedic...

Sep 18 2015 26394433
SORTA: a system for ontology-based re-coding and technical annotation of biomedical phenotype data.

There is an urgent need to standardize the semantics of biomedical data values, such as phenotypes, to enable comparative and integrative analyses. Ho...

Sep 18 2015 26385205
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