Practice Management

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

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Combining artificial intelligence: deep learning with Hi-C data to predict the functional effects of non-coding variants.

MOTIVATION: Although genome-wide association studies (GWASs) have identified thousands of variants f...

Jun 2021 33196774
MLCDForest: multi-label classification with deep forest in disease prediction for long non-coding RNAs.

The long non-coding RNAs (lncRNAs) are subject of intensive recent studies due to its association wi...

May 2021 32520339
DeepATT: a hybrid category attention neural network for identifying functional effects of DNA sequences.

Quantifying DNA properties is a challenging task in the broad field of human genomics. Since the vas...

May 2021 32778871
[Intelligent fault diagnosis of medical equipment based on long short term memory network].

In order to solve the current problems in medical equipment maintenance, this study proposed an inte...

Apr 2021 33913297
Bridging across functional models: The OFC as a value-making neural network.

Many functions have been attributed to the orbitofrontal cortex (OFC)-some classical roles, such as ...

Apr 2021 34060880
Predicting regulatory variants using a dense epigenomic mapped CNN model elucidated the molecular basis of trait-tissue associations.

Assessing the causal tissues of human complex diseases is important for the prioritization of trait-...

Jan 2021 33300042
Multimodal Automatic Coding of Client Behavior in Motivational Interviewing.

Motivational Interviewing (MI) is defined as a collaborative conversation style that evokes the clie...

Oct 2020 34337616
DeepLGP: a novel deep learning method for prioritizing lncRNA target genes.

MOTIVATION: Although long non-coding RNAs (lncRNAs) have limited capacity for encoding proteins, the...

Aug 2020 32467970
Predicting the pathogenicity of protein coding mutations using Natural Language Processing.

DNA-Sequencing of tumor cells has revealed thousands of genetic mutations. However, cancer is caused...

Jul 2020 33019302
Evaluating Performance and Interpretability of Machine Learning Methods for Predicting Delirium in Gerontopsychiatric Patients.

Delirium is an acute mental disturbance that particularly occurs during hospital stay. Current clini...

Jun 2020 32578554
Character-Level Neural Language Modelling in the Clinical Domain.

Word embeddings have become the predominant representation scheme on a token-level for various clini...

Jun 2020 32570351
Supervised Learning for the ICD-10 Coding of French Clinical Narratives.

Automatic detection of ICD-10 codes in clinical documents has become a necessity. In this article, a...

Jun 2020 32570420
Incorporating natural language processing to improve classification of axial spondyloarthritis using electronic health records.

OBJECTIVES: To develop classification algorithms that accurately identify axial SpA (axSpA) patients...

May 2020 31535693
circDeep: deep learning approach for circular RNA classification from other long non-coding RNA.

MOTIVATION: Over the past two decades, a circular form of RNA (circular RNA), produced through alter...

Jan 2020 31268128
Recent Advances on the Semi-Supervised Learning for Long Non-Coding RNA-Protein Interactions Prediction: A Review.

In recent years, more and more evidence indicates that long non-coding RNA (lncRNA) plays a signific...

Jan 2020 31654509
School of Block-Review of Blockchain for the Radiologists.

Blockchain, the underlying technology for Bitcoin, is a distributed digital ledger technology that e...

Jan 2020 31818386
Statistical and Machine Learning Methods for eQTL Analysis.

An immense amount of observable diversity exists for all traits and across global populations. In th...

Jan 2020 31849010
Multiplexing of Information about Self and Others in Hippocampal Ensembles.

In addition to coding a subject's location in space, the hippocampus has been suggested to code soci...

Dec 2019 31851919
Medication Adherence and Stroke Prevention: What Real World Data Tells Us.

Medication adherence, by definition,(2) is "the extent to which a patient acts in accordance with th...

Dec 2019 32026453
Functional interpretation of genetic variants using deep learning predicts impact on chromatin accessibility and histone modification.

Identifying functional variants underlying disease risk and adoption of personalized medicine are cu...

Nov 2019 31544924
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