AIMC Topic: Confidentiality

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Considerations for Creating a Restricted Data Environment with Complete Primary Care Electronic Medical Record Data.

Annals of family medicine Jan 1, 2023
Background: Historically, primary care databases have been limited to subsets of the full electronic medical record (EMR) data to maintain privacy. With the progression of artificial intelligence (AI) techniques (i.e., machine learning, natural langu...
Humans Artificial Intelligence Canada Confidentiality Electronic Health Records Primary Health Care
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Network Threat Detection Using Machine/Deep Learning in SDN-Based Platforms: A Comprehensive Analysis of State-of-the-Art Solutions, Discussion, Challenges, and Future Research Direction.

Sensors (Basel, Switzerland) Oct 17, 2022
A revolution in network technology has been ushered in by software defined networking (SDN), which makes it possible to control the network from a central location and provides an overview of the network's security. Despite this, SDN has a single poi...
Confidentiality Software Deep Learning Machine Learning
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Deep Learning for Encrypted Traffic Classification and Unknown Data Detection.

Sensors (Basel, Switzerland) Oct 9, 2022
Despite the widespread use of encryption techniques to provide confidentiality over Internet communications, mobile device users are still susceptible to privacy and security risks. In this paper, a novel Deep Neural Network (DNN) based on a user act...
Confidentiality Privacy Neural Networks, Computer Deep Learning Mobile Applications
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Next-Generation Capabilities in Trusted Research Environments: Interview Study.

Journal of medical Internet research Sep 20, 2022
BACKGROUND: A Trusted Research Environment (TRE; also known as a Safe Haven) is an environment supported by trained staff and agreed processes (principles and standards), providing access to data for research while protecting patient confidentiality....
Privacy Computer Security Humans Artificial Intelligence Qualitative Research Confidentiality
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A digital mask to safeguard patient privacy.

Nature medicine Sep 15, 2022
The storage of facial images in medical records poses privacy risks due to the sensitive nature of the personal biometric information that can be extracted from such images. To minimize these risks, we developed a new technology, called the digital m...
Humans Artificial Intelligence Confidentiality Privacy Algorithms Prospective Studies Face
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Privacy-Preserving Multi-Class Support Vector Machine Model on Medical Diagnosis.

IEEE journal of biomedical and health informatics Jul 1, 2022
With the rapid development of machine learning in the medical cloud system, cloud-assisted medical computing provides a concrete platform for remote rapid medical diagnosis services. Support vector machine (SVM), as one of the important algorithms of...
Computer Security Cloud Computing Confidentiality Privacy Humans Algorithms Support Vector Machine
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Novel Method for Safeguarding Personal Health Record in Cloud Connection Using Deep Learning Models.

Computational intelligence and neuroscience Mar 19, 2022
It is a new online service paradigm that allows consumers to exchange their health data. Health information management software allows individuals to control and share their health data with other users and healthcare experts. Patient health records ...
Humans Computer Security Health Records, Personal Information Storage and Retrieval Deep Learning Confidentiality
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A Federated Mining Approach on Predicting Diabetes-Related Complications: Demonstration Using Real-World Clinical Data.

AMIA ... Annual Symposium proceedings. AMIA Symposium Feb 21, 2022
Chronic diabetes can lead to microvascular complications, including diabetic eye disease, diabetic kidney disease, and diabetic neuropathy. However, the long-term complications often remain undetected at the early stages of diagnosis. Developing a ma...
Diabetes Mellitus Confidentiality Machine Learning Privacy Delivery of Health Care Humans
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An Intelligent Control Model of Credit Line Computing in Intelligence Health-Care Systems.

Frontiers in public health Sep 10, 2021
Technologies such as machine learning and artificial intelligence have brought about a tremendous change to biomedical computing and intelligence health care. As a principal component of the intelligence healthcare system, the hospital information sy...
Intelligence Confidentiality Artificial Intelligence Delivery of Health Care Privacy Humans
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Legal and ethical considerations of artificial intelligence in skin cancer diagnosis.

The Australasian journal of dermatology Aug 18, 2021
Artificial intelligence (AI) technology is becoming increasingly accurate and prevalent for the diagnosis of skin cancers. Commercially available AI diagnostic software is entering markets across the world posing new legal and ethical challenges for ...
Informed Consent Malpractice Liability, Legal Australia Artificial Intelligence Confidentiality Software Humans Skin Neoplasms Diagnosis, Computer-Assisted
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