AIMC Topic: Information Storage and Retrieval

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A dynamic authorizable ciphertext image retrieval algorithm based on security neural network inference.

PloS one Oct 23, 2024
In this paper, we propose a dynamic authorizable ciphertext image retrieval scheme based on secure neural network inference that effectively enhances the security of image retrieval while preserving privacy. To ensure the privacy of the original imag...
Algorithms Cloud Computing Image Processing, Computer-Assisted Information Storage and Retrieval Computer Security Humans Neural Networks, Computer
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Perspectives and experiences of health sciences academics regarding ChatGPT: A qualitative study.

Medical teacher Oct 11, 2024
PURPOSE: This study aimed to explore the perspectives and experiences of healthcare academics regarding the impact of ChatGPT, an artificial intelligence (AI)-supported language model, on education and research.
Interviews as Topic Generative Artificial Intelligence Students Qualitative Research Turkey Information Storage and Retrieval Faculty Universities Access to Information Humans Adult Male Female
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Learning to match patients to clinical trials using large language models.

Journal of biomedical informatics Oct 9, 2024
OBJECTIVE: This study investigates the use of Large Language Models (LLMs) for matching patients to clinical trials (CTs) within an information retrieval pipeline. Our objective is to enhance the process of patient-trial matching by leveraging the se...
Humans Algorithms Clinical Trials as Topic Information Storage and Retrieval Natural Language Processing Semantics Patient Selection
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Boosting cross-modal retrieval in remote sensing via a novel unified attention network.

Neural networks : the official journal of the International Neural Network Society Sep 11, 2024
With the rapid advent and abundance of remote sensing data in different modalities, cross-modal retrieval tasks have gained importance in the research community. Cross-modal retrieval belongs to the research paradigm in which the query is of one moda...
Algorithms Image Processing, Computer-Assisted Humans Neural Networks, Computer Information Storage and Retrieval Remote Sensing Technology Attention
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Optimizing biomedical information retrieval with a keyword frequency-driven prompt enhancement strategy.

BMC bioinformatics Aug 27, 2024
BACKGROUND: Mining the vast pool of biomedical literature to extract accurate responses and relevant references is challenging due to the domain's interdisciplinary nature, specialized jargon, and continuous evolution. Early natural language processi...
Natural Language Processing Data Mining 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...
Information Storage and Retrieval Neural Networks, Computer Knowledge Algorithms Natural Language Processing Humans Language Knowledge Bases
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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.
Search Engine Neural Networks, Computer Data Mining Knowledge Discovery Information Storage and Retrieval Machine Learning Natural Language Processing PubMed
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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 Image Processing, Computer-Assisted Image Interpretation, Computer-Assisted Algorithms Deep Learning 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...
Databases, Factual Deep Learning Diagnostic Imaging Information Storage and Retrieval Image Processing, Computer-Assisted Humans
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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...
Information Storage and Retrieval Health Information Interoperability Electronic Health Records Decision Support Systems, Clinical Health Information Systems Humans Machine Learning
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