Practice Management

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

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ncRDeep: Non-coding RNA classification with convolutional neural network.

A non-coding RNA (ncRNA) is a kind of RNA that is not converted into protein, however, it is involve...

Aug 2020 32890916
Linear predictive coding distinguishes spectral EEG features of Parkinson's disease.

OBJECTIVE: We have developed and validated a novel EEG-based signal processing approach to distingui...

Aug 2020 32891924
A Predictive-Coding Network That Is Both Discriminative and Generative.

Predictive coding (PC) networks are a biologically interesting class of neural networks. Their layer...

Aug 2020 32795234
A combined HMM-PCNN model in the contourlet domain for image data compression.

Multiscale geometric analysis (MGA) is not only characterized by multi-resolution, time-frequency lo...

Aug 2020 32790775
Feature Selection for Health Care Costs Prediction Using Weighted Evidential Regression.

Although many authors have highlighted the importance of predicting people's health costs to improve...

Aug 2020 32781680
lncRNA_Mdeep: An Alignment-Free Predictor for Distinguishing Long Non-Coding RNAs from Protein-Coding Transcripts by Multimodal Deep Learning.

Long non-coding RNAs (lncRNAs) play crucial roles in diverse biological processes and human complex ...

Jul 2020 32718000
Computer Vision-Based Grasp Pattern Recognition With Application to Myoelectric Control of Dexterous Hand Prosthesis.

Artificial intelligence provides new feasibilities to the control of dexterous prostheses. To achiev...

Jul 2020 32746315
Neural networks of different species, brain areas and states can be characterized by the probability polling state.

Cortical networks are complex systems of a great many interconnected neurons that operate from colle...

Jul 2020 32533744
Time Series Analysis and Forecasting with Automated Machine Learning on a National ICD-10 Database.

The application of machine learning (ML) for use in generating insights and making predictions on ne...

Jul 2020 32664331
Machine learning and natural language processing methods to identify ischemic stroke, acuity and location from radiology reports.

Accurate, automated extraction of clinical stroke information from unstructured text has several imp...

Jun 2020 32559211
Temporal Backpropagation for Spiking Neural Networks with One Spike per Neuron.

We propose a new supervised learning rule for multilayer spiking neural networks (SNNs) that use a f...

May 2020 32466691
QUATgo: Protein quaternary structural attributes predicted by two-stage machine learning approaches with heterogeneous feature encoding.

Many proteins exist in natures as oligomers with various quaternary structural attributes rather tha...

Apr 2020 32348325
Deep CNN Sparse Coding for Real Time Inhaler Sounds Classification.

Effective management of chronic constrictive pulmonary conditions lies in proper and timely administ...

Apr 2020 32326271
A study of entity-linking methods for normalizing Chinese diagnosis and procedure terms to ICD codes.

OBJECTIVE: This study aims to develop and evaluate effective methods that can normalize diagnosis an...

Apr 2020 32298846
DeepMILO: a deep learning approach to predict the impact of non-coding sequence variants on 3D chromatin structure.

Non-coding variants have been shown to be related to disease by alteration of 3D genome structures. ...

Mar 2020 32216817
Molecular and DNA Artificial Neural Networks via Fractional Coding.

This article considers implementation of artificial neural networks (ANNs) using molecular computing...

Mar 2020 32149654
Forma mentis networks map how nursing and engineering students enhance their mindsets about innovation and health during professional growth.

Reconstructing a "forma mentis", a mindset, and its changes, means capturing how individuals perceiv...

Mar 2020 33816907
Coding with transient trajectories in recurrent neural networks.

Following a stimulus, the neural response typically strongly varies in time and across neurons befor...

Feb 2020 32053594
Medi-Care AI: Predicting medications from billing codes via robust recurrent neural networks.

In this paper, we present an effective deep prediction framework based on robust recurrent neural ne...

Jan 2020 31991306
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