Practice Management

Information Technology

Latest AI and machine learning research in information technology for healthcare professionals.

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PC-LSTM: Ontology-based Long Short-Term Memory State Model for Data Incompleteness Prediction.

Medical practices are engaged and motivated by new technologies and methods to enhance patient care ...

Jul 2022 36086213
Early Diabetes Prediction: A Comparative Study Using Machine Learning Techniques.

Most screening tests for Diabetes Mellitus (DM) in use today were developed using electronically col...

Jun 2022 35773898
Matching biomedical ontologies with GCN-based feature propagation.

With an increasing number of biomedical ontologies being evolved independently, matching these ontol...

Jun 2022 35801474
AHD2FHIR: A Tool for Mapping of Natural Language Annotations to Fast Healthcare Interoperability Resources - A Technical Case Report.

A significant portion of data in Electronic Health Records is only available as unstructured text, s...

Jun 2022 35672965
Data-Sharing Gateway System Design for Large-Scale Medical Information Collection with Distributed EMR Storage.

The collection and use of large-scale medical information for developing artificial intelligence eng...

Jun 2022 35673001
Evaluation of Criteria2Query: Towards Augmented Intelligence for Cohort Identification.

Electronic healthcare records data promises to improve the efficiency of patient eligibility screeni...

Jun 2022 35673021
Augmentation of Electronic Medical Record Data for Deep Learning.

Data imbalance is a well-known challenge in the development of machine learning models. This is part...

Jun 2022 35673083
Using Data-Driven Machine Learning to Predict Unplanned ICU Transfers with Critical Deterioration from Electronic Health Records.

OBJECTIVE: We aimed to develop a data-driven machine learning model for predicting critical deterior...

Jun 2022 35673099
An Ontology for Cardiothoracic Surgical Education and Clinical Data Analytics.

The development of an ontology facilitates the organization of the variety of concepts used to descr...

May 2022 35612107
Assessment of Health Service Quality Through Electronic Health Record - A Scoping Review.

The World Health Organization defines, that high quality health services should be effective, safe, ...

May 2022 35612134
Enriching UMLS-Based Phenotyping of Rare Diseases Using Deep-Learning: Evaluation on Jeune Syndrome.

The wide adoption of Electronic Health Records (EHR) in hospitals provides unique opportunities for ...

May 2022 35612223
[Problems to be solved in the development from the perspective of future application scenarios of telesurgery].

Telemedicine, which integrates medicine, communication, engineering, information and other disciplin...

May 2022 35359084
PercolationDF: A percolation-based medical diagnosis framework.

With the continuing shortage and unequal distribution of medical resources, our objective is to dev...

Apr 2022 35603381
ImmuneData: an integrated data discovery system for immunology data repositories.

UNLABELLED: To meet the increasing demand for data sharing, data reuse and meta-analysis in the immu...

Mar 2022 35262674
Application of Natural Language Processing to Learn Insights on the Clinician's Lived Experience of Electronic Health Records.

We interviewed six clinicians to learn about their lived experience using electronic health records ...

Jan 2022 35062097
Entity recognition of Chinese medical text based on multi-head self-attention combined with BILSTM-CRF.

Named entities are the main carriers of relevant medical knowledge in Electronic Medical Records (EM...

Jan 2022 35240782
Barriers to artificial intelligence implementation in radiology practice: What the radiologist needs to know.

Artificial Intelligence has the potential to disrupt the way clinical radiology is practiced globall...

Jan 2022 36030080
Electronic health record machine learning model predicts trauma inpatient mortality in real time: A validation study.

INTRODUCTION: Patient outcome prediction models are underused in clinical practice because of lack o...

Jan 2022 34932043
Digital Healthcare for Airway Diseases from Personal Environmental Exposure.

Digital technologies have emerged in various dimensions of human life, ranging from education to pro...

Jan 2022 35040601
Realizing the Power of Text Mining and Natural Language Processing for Analyzing Patient Safety Event Narratives: The Challenges and Path Forward.

Patient safety event (PSE) reports are a useful lens to understand hazards and patient safety risks ...

Dec 2021 34852413
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