AIMC Topic: Information Storage and Retrieval

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Information extraction from medical case reports using OpenAI InstructGPT.

Computer methods and programs in biomedicine Jul 18, 2024
BACKGROUND AND OBJECTIVE: Researchers commonly use automated solutions such as Natural Language Processing (NLP) systems to extract clinical information from large volumes of unstructured data. However, clinical text's poor semantic structure and dom...
Information Storage and Retrieval Algorithms Natural Language Processing Female Data Mining Male Child Humans
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The analysis of the internet of things database query and optimization using deep learning network model.

PloS one Jun 28, 2024
To explore the application effect of the deep learning (DL) network model in the Internet of Things (IoT) database query and optimization. This study first analyzes the architecture of IoT database queries, then explores the DL network model, and fin...
Internet of Things Databases, Factual Information Storage and Retrieval Humans Deep Learning Neural Networks, Computer
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ChatGPT-4 Performs Clinical Information Retrieval Tasks Using Consistently More Trustworthy Resources Than Does Google Search for Queries Concerning the Latarjet Procedure.

Arthroscopy : the journal of arthroscopic & related surgery : official publication of the Arthroscopy Association of North America and the International Arthroscopy Association Jun 25, 2024
PURPOSE: To assess the ability of ChatGPT-4, an automated Chatbot powered by artificial intelligence, to answer common patient questions concerning the Latarjet procedure for patients with anterior shoulder instability and compare this performance wi...
Joint Instability Search Engine Internet Information Storage and Retrieval Humans Artificial Intelligence Generative Artificial Intelligence
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Development of the digital retrieval system integrating intelligent information and improved genetic algorithm: A study based on art museums.

PloS one Jun 25, 2024
This study aims to develop a digital retrieval system for art museums to solve the problems of inaccurate information and low retrieval efficiency in the digital management of cultural heritage. By introducing an improved Genetic Algorithm (GA), digi...
Museums Art Algorithms Humans Information Storage and Retrieval Neural Networks, Computer
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Applying generative AI with retrieval augmented generation to summarize and extract key clinical information from electronic health records.

Journal of biomedical informatics Jun 14, 2024
BACKGROUND: Malnutrition is a prevalent issue in aged care facilities (RACFs), leading to adverse health outcomes. The ability to efficiently extract key clinical information from a large volume of data in electronic health records (EHR) can improve ...
Algorithms Electronic Health Records Humans Artificial Intelligence Information Storage and Retrieval Australia Malnutrition
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Learning on the job: using Artificial Intelligence to support rapid review methods.

Journal of the Medical Library Association : JMLA May 22, 2024
Humans Artificial Intelligence Information Storage and Retrieval Review Literature as Topic
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Getting to Know Named Entity Recognition: Better Information Retrieval.

Medical reference services quarterly May 9, 2024
Named entity recognition (NER) is a powerful computer system that utilizes various computing strategies to extract information from raw text input, since the early 1990s. With rapid advancement in AI and computing, NER models have gained significant ...
Artificial Intelligence Natural Language Processing Information Storage and Retrieval Humans
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Neuromorphic computing spiking neural network edge detection model for content based image retrieval.

Network (Bristol, England) May 6, 2024
In contemporary times, content-based image retrieval (CBIR) techniques have gained widespread acceptance as a means for end-users to discern and extract specific image content from vast repositories. However, it is noteworthy that a substantial major...
Humans Image Processing, Computer-Assisted Information Storage and Retrieval Neural Networks, Computer Algorithms
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Remote sensing image information extraction based on Compensated Fuzzy Neural Network and big data analytics.

BMC medical imaging Apr 10, 2024
Medical imaging AI systems and big data analytics have attracted much attention from researchers of industry and academia. The application of medical imaging AI systems and big data analytics play an important role in the technology of content based ...
Information Storage and Retrieval Data Science Remote Sensing Technology Neural Networks, Computer Artificial Intelligence Humans
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Practical use case of natural language processing for observational clinical research data retrieval from electronic health records: AssistMED project.

Polish archives of internal medicine Mar 19, 2024
INTRODUCTION: Electronic health records (EHRs) contain data valuable for clinical research. However, they are in textual format and require manual encoding to databases, which is a lengthy and costly process. Natural language processing (NLP) is a co...
Electronic Health Records Female Humans Retrospective Studies Middle Aged Information Storage and Retrieval Natural Language Processing Aged Anticoagulants Male Atrial Fibrillation
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