AIMC Topic: Confidentiality

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Robust privacy amidst innovation with large language models through a critical assessment of the risks.

Journal of the American Medical Informatics Association : JAMIA May 1, 2025
OBJECTIVE: This study evaluates the integration of electronic health records (EHRs) and natural language processing (NLP) with large language models (LLMs) to enhance healthcare data management and patient care, focusing on using advanced language mo...
Confidentiality United States Health Insurance Portability and Accountability Act Natural Language Processing Computer Security Humans Large Language Models Electronic Health Records
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Acceptance and Usage of AI Applications in Health-Focused NGOs.

Studies in health technology and informatics Apr 24, 2025
BACKGROUND: AI applications promise to be a valuable tool for health-focused NGOs. While often operating with limited resources, these organizations recognize the potential of AI to streamline processes and support workflows through automation. Howev...
Artificial Intelligence Confidentiality Germany Humans
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Bridging the gaps: Overcoming challenges of implementing AI in healthcare.

Med (New York, N.Y.) Apr 11, 2025
Artificial intelligence (AI) in healthcare promises transformative advancements, from enhancing diagnostics to optimizing personalized treatments. Realizing its full potential, however, requires addressing key challenges, including explainability, bi...
Computer Security Delivery of Health Care Confidentiality Humans Artificial Intelligence
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Data Governance in Healthcare AI: Navigating the EU AI Act's Requirements.

Studies in health technology and informatics Apr 8, 2025
The integration of Artificial Intelligence (AI) into healthcare has the potential to revolutionize patient care, diagnostics, and treatment planning. However, this integration also introduces significant challenges related to data governance, privacy...
Humans Confidentiality Computer Security Artificial Intelligence European Union Electronic Health Records
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Development of secure infrastructure for advancing generative artificial intelligence research in healthcare at an academic medical center.

Journal of the American Medical Informatics Association : JAMIA Mar 1, 2025
BACKGROUND: Generative AI, particularly large language models (LLMs), holds great potential for improving patient care and operational efficiency in healthcare. However, the use of LLMs is complicated by regulatory concerns around data security and p...
Humans Generative Artificial Intelligence United States Confidentiality Artificial Intelligence Electronic Health Records Computer Security Health Insurance Portability and Accountability Act Academic Medical Centers
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HCAP: Hybrid cyber attack prediction model for securing healthcare applications.

PloS one Jan 1, 2025
The rapid development and integration of interconnected healthcare devices and communication networks within the Internet of Medical Things (IoMT) have significantly enhanced healthcare services. However, this growth has also introduced new vulnerabi...
Machine Learning Delivery of Health Care Humans Neural Networks, Computer Internet of Things Computer Security Models, Theoretical Confidentiality
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Identifying protected health information by transformers-based deep learning approach in Chinese medical text.

Health informatics journal Jan 1, 2025
In the context of Chinese clinical texts, this paper aims to propose a deep learning algorithm based on Bidirectional Encoder Representation from Transformers (BERT) to identify privacy information and to verify the feasibility of our method for pri...
Deep Learning China Computer Security Confidentiality Humans Algorithms Neural Networks, Computer Electronic Health Records
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Enhancing Privacy-Preserving Cancer Classification with Convolutional Neural Networks.

Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing Jan 1, 2025
Precision medicine significantly enhances patients prognosis, offering personalized treatments. Particularly for metastatic cancer, incorporating primary tumor location into the diagnostic process greatly improves survival rates. However, traditional...
Computer Security Confidentiality Privacy Neoplasms Deep Learning Genomics Algorithms Computational Biology Precision Medicine Neural Networks, Computer Machine Learning Humans
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[Expert consensus on ethical requirements for artificial intelligence (AI) processing medical data].

Sheng li xue bao : [Acta physiologica Sinica] Dec 25, 2024
As artificial intelligence technology rapidly advances, its deployment within the medical sector presents substantial ethical challenges. Consequently, it becomes crucial to create a standardized, transparent, and secure framework for processing medi...
Artificial Intelligence Consensus Informed Consent Humans Computer Security Confidentiality
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Securing a Generative AI-Powered Healthcare Chatbot.

Studies in health technology and informatics Nov 22, 2024
In Generative Artificial Intelligence (AI), Large Language Models (LLMs) like GPT-4, Gemini, Claude, and Llama, significantly impact healthcare by aiding in patient care, medical research, and administrative tasks. AI-powered chatbots offer real-time...
Computer Security Artificial Intelligence Confidentiality Humans
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