Practice Management

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

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Controllable stroke-based sketch synthesis from a self-organized latent space.

Learning to synthesize free-hand sketches controllably according to specified categories and sketchi...

Jan 2021 33601289
Sparse deep predictive coding captures contour integration capabilities of the early visual system.

Both neurophysiological and psychophysical experiments have pointed out the crucial role of recurren...

Jan 2021 33497381
What Do Patients Care About? Mining Fine-grained Patient Concerns from Online Physician Reviews Through Computer-Assisted Multi-level Qualitative Analysis.

Online physician review (OPR) websites have been increasingly used by healthcare consumers to make i...

Jan 2021 33936428
A comprehensive study of mobility functioning information in clinical notes: Entity hierarchy, corpus annotation, and sequence labeling.

BACKGROUND: Secondary use of Electronic Health Records (EHRs) has mostly focused on health condition...

Dec 2020 33401169
Design and Implementation of a Spiking Neural Network with Integrate-and-Fire Neuron Model for Pattern Recognition.

In contrast to the previous artificial neural networks (ANNs), spiking neural networks (SNNs) work b...

Dec 2020 33353527
Applying Convolutional Neural Networks to Predict the ICD-9 Codes of Medical Records.

The International Statistical Classification of Disease and Related Health Problems (ICD) is an inte...

Dec 2020 33322566
Deep learning suggests that gene expression is encoded in all parts of a co-evolving interacting gene regulatory structure.

Understanding the genetic regulatory code governing gene expression is an important challenge in mol...

Dec 2020 33262328
Pre-training phenotyping classifiers.

Recent transformer-based pre-trained language models have become a de facto standard for many text c...

Nov 2020 33259943
Necessary conditions for STDP-based pattern recognition learning in a memristive spiking neural network.

This work is aimed to study experimental and theoretical approaches for searching effective local tr...

Nov 2020 33291017
The Relationship between Sparseness and Energy Consumption of Neural Networks.

About 50-80% of total energy is consumed by signaling in neural networks. A neural network consumes ...

Nov 2020 33299397
Impact of chronic intermittent hypoxia on the long non-coding RNA and mRNA expression profiles in myocardial infarction.

Chronic intermittent hypoxia (CIH) is the primary feature of obstructive sleep apnoea (OSA), a cruci...

Nov 2020 33215878
Predictive modeling of proliferative vitreoretinopathy using automated machine learning by ophthalmologists without coding experience.

We aimed to assess the feasibility of machine learning (ML) algorithm design to predict proliferativ...

Nov 2020 33177614
Deep learning predicts short non-coding RNA functions from only raw sequence data.

Small non-coding RNAs (ncRNAs) are short non-coding sequences involved in gene regulation in many bi...

Nov 2020 33175836
Cancer classification based on chromatin accessibility profiles with deep adversarial learning model.

Given the complexity and diversity of the cancer genomics profiles, it is challenging to identify di...

Nov 2020 33166290
Prediction and prioritization of autism-associated long non-coding RNAs using gene expression and sequence features.

BACKGROUND: Autism spectrum disorders (ASD) refer to a range of neurodevelopmental conditions, which...

Nov 2020 33160303
The Positive Effect of MiR1 Antagomir on Ischemic Neurological Disorders Via Changing the Expression of Bcl-w and Bad Genes.

INTRODUCTION: MicroRNAs (miRNAs or miRs) are non-coding RNAs. Studies have shown that miRNAs are exp...

Nov 2020 33850618
Population coding in the cerebellum: a machine learning perspective.

The cere resembles a feedforward, three-layer network of neurons in which the "hidden layer" consist...

Oct 2020 33112717
Early Emergence of Solid Shape Coding in Natural and Deep Network Vision.

Area V4 is the first object-specific processing stage in the ventral visual pathway, just as area MT...

Oct 2020 33096039
lncRNAKB, a knowledgebase of tissue-specific functional annotation and trait association of long noncoding RNA.

Long non-coding RNA Knowledgebase (lncRNAKB) is an integrated resource for exploring lncRNA biology ...

Oct 2020 33020484
LncLocation: Efficient Subcellular Location Prediction of Long Non-Coding RNA-Based Multi-Source Heterogeneous Feature Fusion.

Recent studies uncover that subcellular location of long non-coding RNAs (lncRNAs) can provide signi...

Oct 2020 33019721
LncMirNet: Predicting LncRNA-miRNA Interaction Based on Deep Learning of Ribonucleic Acid Sequences.

Long non-coding RNA (LncRNA) and microRNA (miRNA) are both non-coding RNAs that play significant reg...

Sep 2020 32977679
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