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Information Technology

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

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The BMS-LM ontology for biomedical data reporting throughout the lifecycle of a research study: From data model to ontology.

Biomedical research data reuse and sharing is essential for fostering research progress. To this aim...

Feb 2022 35124236
Classification and Explanation for Intrusion Detection System Based on Ensemble Trees and SHAP Method.

In recent years, many methods for intrusion detection systems (IDS) have been designed and developed...

Feb 2022 35161899
Evaluation of Machine Learning Techniques to Predict the Likelihood of Mental Health Conditions Following a First mTBI.

OBJECTIVE: Limited research has evaluated the utility of machine learning models and longitudinal da...

Feb 2022 35185749
Machine learning and artificial intelligence in research and healthcare.

Artificial intelligence (AI) is a broad term referring to the application of computational algorithm...

Feb 2022 35135685
Identifying Information Gaps in Electronic Health Records by Using Natural Language Processing: Gynecologic Surgery History Identification.

BACKGROUND: Electronic health records (EHRs) are a rich source of longitudinal patient data. However...

Jan 2022 35089141
Explainable deep learning in healthcare: A methodological survey from an attribution view.

The increasing availability of large collections of electronic health record (EHR) data and unpreced...

Jan 2022 35037736
Application of deterministic networking for reducing network delay in urological telesurgery: A retrospective study.

BACKGROUND: Deterministic Networking (DetNet) is a new technology that can effectively control netwo...

Jan 2022 34996124
An explainable machine learning framework for lung cancer hospital length of stay prediction.

This work introduces a predictive Length of Stay (LOS) framework for lung cancer patients using mach...

Jan 2022 35022512
A Hybrid Framework for Intrusion Detection in Healthcare Systems Using Deep Learning.

The unbounded increase in network traffic and user data has made it difficult for network intrusion ...

Jan 2022 35096763
Classifying social determinants of health from unstructured electronic health records using deep learning-based natural language processing.

OBJECTIVE: Social determinants of health (SDOH) are non-medical factors that can profoundly impact p...

Jan 2022 35007754
Unstructured clinical notes within the 24 hours since admission predict short, mid & long-term mortality in adult ICU patients.

Mortality prediction for intensive care unit (ICU) patients is crucial for improving outcomes and ef...

Jan 2022 34990485
Attacks to Automatous Vehicles: A Deep Learning Algorithm for Cybersecurity.

Rapid technological development has changed drastically the automotive industry. Network communicati...

Jan 2022 35009899
Postoperative delirium prediction using machine learning models and preoperative electronic health record data.

BACKGROUND: Accurate, pragmatic risk stratification for postoperative delirium (POD) is necessary to...

Jan 2022 34979919
Safe medicine recommendation via star interactive enhanced-based transformer model.

With the rapid development of electronic medical records (EMRs), most existing medicine recommendati...

Dec 2021 34971981
Registries, Databases and Repositories for Developing Artificial Intelligence in Cancer Care.

Modern artificial intelligence techniques have solved some previously intractable problems and produ...

Dec 2021 34922797
Development of an IoT Architecture Based on a Deep Neural Network against Cyber Attacks for Automated Guided Vehicles.

This paper introduces an integrated IoT architecture to handle the problem of cyber attacks based on...

Dec 2021 34960561
Temporal Weighted Averaging for Asynchronous Federated Intrusion Detection Systems.

Federated learning (FL) is an emerging subdomain of machine learning (ML) in a distributed and heter...

Dec 2021 34956350
Fusion Models for Generalized Classification of Multi-Axial Human Movement: Validation in Sport Performance.

We introduce a set of input models for fusing information from ensembles of wearable sensors support...

Dec 2021 34960500
Identifying and evaluating clinical subtypes of Alzheimer's disease in care electronic health records using unsupervised machine learning.

BACKGROUND: Alzheimer's disease (AD) is a highly heterogeneous disease with diverse trajectories and...

Dec 2021 34879829
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