AIMC Topic: Health Information Systems

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MoCab: A framework for the deployment of machine learning models across health information systems.

Computer methods and programs in biomedicine Jul 20, 2024
BACKGROUND AND OBJECTIVE: Machine learning models are vital for enhancing healthcare services. However, integrating them into health information systems (HISs) introduces challenges beyond clinical decision making, such as interoperability and divers...
Humans Machine Learning Information Storage and Retrieval Health Information Interoperability Health Information Systems Electronic Health Records Decision Support Systems, Clinical
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Artificial Intelligence-Based Ethical Hacking for Health Information Systems: Simulation Study.

Journal of medical Internet research Apr 25, 2023
BACKGROUND: Health information systems (HISs) are continuously targeted by hackers, who aim to bring down critical health infrastructure. This study was motivated by recent attacks on health care organizations that have resulted in the compromise of ...
Health Information Systems Electronic Health Records Computer Security Artificial Intelligence Software Humans
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Research on Sports Health Care Information System Based on Computer Deep Learning Algorithm.

Computational intelligence and neuroscience Jun 30, 2022
There are various problems in diagnosing and treating tumor diseases in significant hospitals. The content includes misjudgement and over-surgery issues. For example, the judgment of pulmonary nodules mainly relies on artificial experience, and most ...
Deep Learning Health Information Systems Algorithms Computers Databases, Factual Humans
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Improving breast cancer care coordination and symptom management by using AI driven predictive toolkits.

Breast (Edinburgh, Scotland) Jan 21, 2020
Integrated breast cancer care is complex, marked by multiple hand-offs between primary care and specialists over an extensive period of time. Communication is essential for treatment compliance, lowering error and complication risk, as well as handli...
Humans Artificial Intelligence Breast Neoplasms Patient Care Team Health Information Systems Continuity of Patient Care Risk Assessment Decision Making Patient Navigation
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Using artificial intelligence to analyse and teach communication in healthcare.

Breast (Edinburgh, Scotland) Jan 17, 2020
Communication is a core component of effective healthcare that impacts many patient and doctor outcomes, yet is complex and challenging to both analyse and teach. Human-based coding and audit systems are time-intensive and costly; thus, there is cons...
Health Communication Health Information Systems Humans Machine Learning Reproducibility of Results Artificial Intelligence
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Clinical Information Systems and Artificial Intelligence: Recent Research Trends.

Yearbook of medical informatics Aug 16, 2019
OBJECTIVES: This survey aims at reviewing the literature related to Clinical Information Systems (CIS), Hospital Information Systems (HIS), Electronic Health Record (EHR) systems, and how collected data can be analyzed by Artificial Intelligence (AI)...
Health Information Systems Artificial Intelligence Electronic Health Records Decision Support Systems, Clinical Information Systems Hospital Information Systems
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Precursor-induced conditional random fields: connecting separate entities by induction for improved clinical named entity recognition.

BMC medical informatics and decision making Jul 15, 2019
BACKGROUND: This paper presents a conditional random fields (CRF) method that enables the capture of specific high-order label transition factors to improve clinical named entity recognition performance. Consecutive clinical entities in a sentence ar...
Humans Models, Theoretical Health Information Systems Natural Language Processing
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Root Exploit Detection and Features Optimization: Mobile Device and Blockchain Based Medical Data Management.

Journal of medical systems May 4, 2018
The increasing demand for Android mobile devices and blockchain has motivated malware creators to develop mobile malware to compromise the blockchain. Although the blockchain is secure, attackers have managed to gain access into the blockchain as leg...
Humans Machine Learning Telemedicine Algorithms Computer Security Smartphone Health Information Systems
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Tuberculosis diagnosis support analysis for precarious health information systems.

Computer methods and programs in biomedicine Jan 11, 2018
BACKGROUND AND OBJECTIVE: Pulmonary tuberculosis is a world emergency for the World Health Organization. Techniques and new diagnosis tools are important to battle this bacterial infection. There have been many advances in all those fields, but in de...
Ill-Housed Persons Diabetes Complications Health Information Systems Tuberculosis, Pulmonary Colombia Diagnosis, Computer-Assisted Acquired Immunodeficiency Syndrome Neural Networks, Computer Female Young Adult Humans Male Middle Aged Public Health Adult Sensitivity and Specificity
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User recommendation in healthcare social media by assessing user similarity in heterogeneous network.

Artificial intelligence in medicine Mar 18, 2017
OBJECTIVE: The rapid growth of online health social websites has captured a vast amount of healthcare information and made the information easy to access for health consumers. E-patients often use these social websites for informational and emotional...
Emotions Databases, Factual Consumer Health Informatics Social Media Data Mining Social Support Humans Medical Informatics Artificial Intelligence Health Information Systems
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