AIMC Topic: Information Storage and Retrieval

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Generative commonsense knowledge subgraph retrieval for open-domain dialogue response generation.

Neural networks : the official journal of the International Neural Network Society Aug 24, 2024
Grounding on a commonsense knowledge subgraph can help the model generate more informative and diverse dialogue responses. Prior Traverse-based works explicitly retrieve a subgraph from the external knowledge base (eKB). Notably, the available knowle...
Language Natural Language Processing Neural Networks, Computer Algorithms Knowledge Knowledge Bases Information Storage and Retrieval Humans
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VAIV bio-discovery service using transformer model and retrieval augmented generation.

BMC bioinformatics Aug 21, 2024
BACKGROUND: There has been a considerable advancement in AI technologies like LLM and machine learning to support biomedical knowledge discovery.
Neural Networks, Computer Machine Learning Search Engine Knowledge Discovery Natural Language Processing PubMed Data Mining Information Storage and Retrieval
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Multimodal representations of biomedical knowledge from limited training whole slide images and reports using deep learning.

Medical image analysis Aug 14, 2024
The increasing availability of biomedical data creates valuable resources for developing new deep learning algorithms to support experts, especially in domains where collecting large volumes of annotated data is not trivial. Biomedical data include s...
Information Storage and Retrieval Algorithms Image Processing, Computer-Assisted Deep Learning Image Interpretation, Computer-Assisted Humans
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A QR code-enabled framework for fast biomedical image processing in medical diagnosis using deep learning.

BMC medical imaging Aug 1, 2024
In the realm of disease prognosis and diagnosis, a plethora of medical images are utilized. These images are typically stored either within the local on-premises servers of healthcare providers or within cloud storage infrastructures. However, this c...
Image Processing, Computer-Assisted Humans Diagnostic Imaging Information Storage and Retrieval Databases, Factual Deep Learning
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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...
Decision Support Systems, Clinical Information Storage and Retrieval Health Information Systems Health Information Interoperability Machine Learning Humans Electronic Health Records
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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...
Natural Language Processing Data Mining Information Storage and Retrieval Male Child Algorithms Humans Female
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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 Information Storage and Retrieval Databases, Factual 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 Generative Artificial Intelligence Internet Information Storage and Retrieval Humans 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 Humans Algorithms Art Neural Networks, Computer Information Storage and Retrieval
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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 Australia Malnutrition Humans Artificial Intelligence Information Storage and Retrieval
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