Practice Management

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

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An Analysis of Algebraic Codes over Lattice Valued Intuitionistic Fuzzy Type-3 -Submodules.

In the last few decades, the algebraic coding theory found widespread applications in various disciplines due to its rich fascinating mathematical structure. Linear codes, the basic codes in coding theory, are significant in data transmission. In this article, the authors' aim is to enlighten the reader about the role of linear codes in a fuzzy environment. Thus, the reader will be aware of linear...

Jun 23 2022 35785082

Error-based or target-based? A unified framework for learning in recurrent spiking networks.

The field of recurrent neural networks is over-populated by a variety of proposed learning rules and protocols. The scope of this work is to define a generalized framework, to move a step forward towards the unification of this fragmented scenario. In the field of supervised learning, two opposite approaches stand out, error-based and target-based. This duality gave rise to a scientific debate on ...

Jun 21 2022 35727852
Face identity coding in the deep neural network and primate brain.

A central challenge in face perception research is to understand how neurons encode face identities. This challenge has not been met largely due to th...

Jun 20 2022 35725902
Design of Neural Network Model for Cross-Media Audio and Video Score Recognition Based on Convolutional Neural Network Model.

In this paper, the residual convolutional neural network is used to extract the note features in the music score image to solve the problem of model d...

Jun 13 2022 35733575
Natural Language Processing for Imaging Protocol Assignment: Machine Learning for Multiclass Classification of Abdominal CT Protocols Using Indication Text Data.

A correct protocol assignment is critical to high-quality imaging examinations, and its automation can be amenable to natural language processing (NLP...

Jun 2 2022 35654878
Metabonomic and transcriptomic analyses of glycosides tablet-induced hepatotoxicity in rats.

We aimed to explore novel biomarkers involved in alterations of metabolism and gene expression related to the hepatotoxic effects of glycosides table...

May 23 2022 35603506
Automated Drug Coding Using Artificial Intelligence: An Evaluation of WHODrug Koda on Adverse Event Reports.

INTRODUCTION: Coding medicinal products described on adverse event (AE) reports to specific entries in standardised drug dictionaries, such as WHODrug...

May 17 2022 35579817
Overview of ICD-11 architecture and structure.

BACKGROUND: The International Classification of Diseases (ICD) has progressed from a short list of causes of death to become the predominant classific...

May 16 2022 35578335
DNA Memristors and Their Application to Reservoir Computing.

This paper introduces memristors realized by molecular and DNA reactions. Molecular memristors process one input molecule, generate two output molecul...

May 13 2022 35561249
A neuroscience-inspired spiking neural network forĀ EEG-based auditory spatial attention detection.

Recent studies have shown that alpha oscillations (8-13 Hz) enable the decoding of auditory spatial attention. Inspired by sparse coding in cortical n...

May 11 2022 35679747
A multi-attack intrusion detection model based on Mosaic coded convolutional neural network and centralized encoding.

With the development of the Internet of Vehicles (IoV), attacks to the vehicle-mounted control area network (CAN) have seriously jeopardized the secur...

May 5 2022 35511763
Classification of non-coding variants with high pathogenic impact.

Whole genome sequencing is increasingly used to diagnose medical conditions of genetic origin. While both coding and non-coding DNA variants contribut...

Apr 29 2022 35486646
Building a model for predicting metabolic syndrome using artificial intelligence based on an investigation of whole-genome sequencing.

BACKGROUND: The circadian system is responsible for regulating various physiological activities and behaviors and has been gaining recognition. The ci...

Apr 28 2022 35484552
MTS-Stega: Linguistic Steganography Based on Multi-Time-Step.

Generative linguistic steganography encodes candidate words with conditional probability when generating text by language model, and then, it selects ...

Apr 22 2022 35626471
Research on the Transformation from Financial Accounting to Management Accounting Based on Drools Rule Engine.

With the development of Internet economy and the advent of artificial intelligence era, the transformation from financial accounting to management acc...

Apr 20 2022 35498191
The variant artificial intelligence easy scoring (VARIES) system.

PURPOSE: Medical artificial intelligence (MAI) is artificial intelligence (AI) applied to the healthcare field. AI can be applied to many different as...

Apr 14 2022 35585733
Proposing Causal Sequence of Death by Neural Machine Translation in Public Health Informatics.

Each year there are nearly 57 million deaths worldwide, with over 2.7 million in the United States. Timely, accurate and complete death reporting is c...

Apr 14 2022 35349461
iCatcher: A neural network approach for automated coding of young children's eye movements.

Infants' looking behaviors are often used for measuring attention, real-time processing, and learning-often using low-resolution videos. Despite the u...

Apr 13 2022 35416378
Natural language processing and String Metric-assisted Assessment of Semantic Heterogeneity method for capturing and standardizing unstructured nursing activities in a hospital setting: a retrospective study.

BACKGROUND: Nurses record data in electronic health records (EHRs) using different terminologies and coding systems. The purpose of this study was to ...

Apr 12 2022 35403664
Using artificial intelligence to support rapid, mixed-methods analysis: Developing an automated qualitative assistant (AQUA).

Context: Qualitative research - crucial for understanding human behavior - remains underutilized, in part due to the time and cost of annotating quali...

Apr 1 2022 36944057
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