Practice Management

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

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Artificial Intelligence, DNA Mimicry, and Human Health.

The molecular evolution of genomic DNA across diverse plant and animal phyla involved dynamic regist...

Aug 2017 28804119
A scheme based on ICD-10 diagnoses and drug prescriptions to stage chronic kidney disease severity in healthcare administrative records.

BACKGROUND: Information about renal function is important for drug safety studies using administrati...

Aug 2017 29644067
Combining sparse coding and time-domain features for heart sound classification.

OBJECTIVE: This paper builds upon work submitted as part of the 2016 PhysioNet/CinC Challenge, which...

Jul 2017 28562369
Recurrent networks with soft-thresholding nonlinearities for lightweight coding.

A long-standing and influential hypothesis in neural information processing is that early sensory ne...

Jul 2017 28806715
Imbalance-Aware Machine Learning for Predicting Rare and Common Disease-Associated Non-Coding Variants.

Disease and trait-associated variants represent a tiny minority of all known genetic variation, and ...

Jun 2017 28592878
Medical image classification based on multi-scale non-negative sparse coding.

With the rapid development of modern medical imaging technology, medical image classification has be...

May 2017 28559133
Deep Learning for Automated Extraction of Primary Sites From Cancer Pathology Reports.

Pathology reports are a primary source of information for cancer registries which process high volum...

May 2017 28475069
An improved method for identification of small non-coding RNAs in bacteria using support vector machine.

Bacterial small non-coding RNAs (sRNAs) are not translated into proteins, but act as functional RNAs...

Apr 2017 28383059
How can a recurrent neurodynamic predictive coding model cope with fluctuation in temporal patterns? Robotic experiments on imitative interaction.

The current paper examines how a recurrent neural network (RNN) model using a dynamic predictive cod...

Mar 2017 28385623
Sparse and Specific Coding during Information Transmission between Co-cultured Dentate Gyrus and CA3 Hippocampal Networks.

To better understand encoding and decoding of stimulus information in two specific hippocampal sub-r...

Mar 2017 28321182
Mining peripheral arterial disease cases from narrative clinical notes using natural language processing.

OBJECTIVE: Lower extremity peripheral arterial disease (PAD) is highly prevalent and affects million...

Feb 2017 28189359
Automatic ICD-10 multi-class classification of cause of death from plaintext autopsy reports through expert-driven feature selection.

OBJECTIVES: Widespread implementation of electronic databases has improved the accessibility of plai...

Feb 2017 28166263
Unsupervised Transfer Learning via Multi-Scale Convolutional Sparse Coding for Biomedical Applications.

The capabilities of (I) learning transferable knowledge across domains; and (II) fine-tuning the pre...

Jan 2017 28129148
An Evolving Ecosystem for Natural Language Processing in Department of Veterans Affairs.

In an ideal clinical Natural Language Processing (NLP) ecosystem, researchers and developers would b...

Jan 2017 28050745
Sparse Coding and Counting for Robust Visual Tracking.

In this paper, we propose a novel sparse coding and counting method under Bayesian framework for vis...

Dec 2016 27992474
Long non-coding RNA LOC283070 mediates the transition of LNCaP cells into androgen-independent cells possibly via CAMK1D.

AIMS: The present study is to investigate the role of long non-coding RNAs (lncRNAs) in the developm...

Dec 2016 28077997
A novel algorithm for ventricular arrhythmia classification using a fuzzy logic approach.

In the present study, it has been shown that an unnecessary implantable cardioverter-defibrillator (...

Nov 2016 27815728
A Novel Robot System Integrating Biological and Mechanical Intelligence Based on Dissociated Neural Network-Controlled Closed-Loop Environment.

We propose the architecture of a novel robot system merging biological and artificial intelligence b...

Nov 2016 27806074
A support vector machine model provides an accurate transcript-level-based diagnostic for major depressive disorder.

Major depressive disorder (MDD) is a critical cause of morbidity and disability with an economic cos...

Oct 2016 27779627
Dione: An OWL representation of ICD-10-CM for classifying patients' diseases.

BACKGROUND: Systematized Nomenclature of Medicine - Clinical Terms (SNOMED CT) has been designed as ...

Oct 2016 27737720
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