Practice Management

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

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RPITER: A Hierarchical Deep Learning Framework for ncRNA⁻Protein Interaction Prediction.

Non-coding RNAs (ncRNAs) play crucial roles in multiple fundamental biological processes, such as po...

Mar 2019 30832218
NCBoost classifies pathogenic non-coding variants in Mendelian diseases through supervised learning on purifying selection signals in humans.

State-of-the-art methods assessing pathogenic non-coding variants have mostly been characterized on ...

Feb 2019 30744685
Using computer-vision and machine learning to automate facial coding of positive and negative affect intensity.

Facial expressions are fundamental to interpersonal communication, including social interaction, and...

Feb 2019 30721270
[An online dynamic knowledge base in multiple languages on general medicine and primary care].

INTRODUCTION: The International Classification of Primary Care, Second version (ICPC-2) aligned with...

Feb 2019 31223358
Sparse coding of pathology slides compared to transfer learning with deep neural networks.

BACKGROUND: Histopathology images of tumor biopsies present unique challenges for applying machine l...

Dec 2018 30577746
Computer-Assisted Diagnostic Coding: Effectiveness of an NLP-based approach using SNOMED CT to ICD-10 mappings.

Computer-assisted (diagnostic) coding (CAC) aims to improve the operational productivity and accurac...

Dec 2018 30815123
Deleterious Non-Synonymous Single Nucleotide Polymorphism Predictions on Human Transcription Factors.

Transcription factors (TFs) are the major components of human gene regulation. In particular, they b...

Nov 2018 30475727
Gene Ontology-based function prediction of long non-coding RNAs using bi-random walk.

BACKGROUND: With the development of sequencing technology, more and more long non-coding RNAs (lncRN...

Nov 2018 30453964
Towards automated clinical coding.

BACKGROUND: Patients' encounters with healthcare services must undergo clinical coding. These codes ...

Oct 2018 30409346
Supporting biomedical ontology evolution by identifying outdated concepts and the required type of change.

The consistent evolution of ontologies is a major challenge for systems using semantically enriched ...

Sep 2018 30205172
Controlling Complexity of Cerebral Cortex Simulations-I: CxSystem, a Flexible Cortical Simulation Framework.

Simulation of the cerebral cortex requires a combination of extensive domain-specific knowledge and ...

Aug 2018 30148703
MCRiceRepGP: a framework for the identification of genes associated with sexual reproduction in rice.

Rice is an important cereal crop, being a staple food for over half of the world's population, and s...

Aug 2018 29979827
The computerized scoring algorithm for the autobiographical memory test: updates and extensions for analyzing memories of English-speaking adults.

The Autobiographical Memory Test (AMT) has been central in psychopathological studies of memory dysf...

Aug 2018 30081736
Delta activity encodes taste information in the human brain.

The categorization of food via sensing nutrients or toxins is crucial to the survival of any organis...

Jul 2018 30016677
Identification of 170 New Long Noncoding RNAs in .

Long noncoding RNAs (lncRNAs) are transcripts generally longer than 200 nucleotides with no or poor ...

Jul 2018 30112357
Augmenting Qualitative Text Analysis with Natural Language Processing: Methodological Study.

BACKGROUND: Qualitative research methods are increasingly being used across disciplines because of t...

Jun 2018 29959110
Fisher Discrimination Regularized Robust Coding Based on a Local Center for Tumor Classification.

Tumor classification is crucial to the clinical diagnosis and proper treatment of cancers. In recent...

Jun 2018 29904059
Benchmarking deep learning models on large healthcare datasets.

Deep learning models (aka Deep Neural Networks) have revolutionized many fields including computer v...

Jun 2018 29879470
Genome-wide prediction of cis-regulatory regions using supervised deep learning methods.

BACKGROUND: In the human genome, 98% of DNA sequences are non-protein-coding regions that were previ...

May 2018 29855387
Neuronal network-based mathematical modeling of perceived verticality in acute unilateral vestibular lesions: from nerve to thalamus and cortex.

Acute unilateral lesions of vestibular graviceptive pathways from the otolith organs and semicircula...

May 2018 29845378
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