AIMC Topic: Confidentiality

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Machine learning and genomics: precision medicine versus patient privacy.

Philosophical transactions. Series A, Mathematical, physical, and engineering sciences
Machine learning can have a major societal impact in computational biology applications. In particular, it plays a central role in the development of precision medicine, whereby treatment is tailored to the clinical or genetic features of the patient...

[Artificial intelligence in medicine: limits and obstacles.].

Recenti progressi in medicina
Data scientists and physicians are starting to use artificial intelligence (AI) even in the medical field in order to better understand the relationships among the huge amount of data coming from the great number of sources today available. Through t...

Prevalence Estimation of Protected Health Information in Swedish Clinical Text.

Studies in health technology and informatics
Obscuring protected health information (PHI) in the clinical text of health records facilitates the secondary use of healthcare data in a privacy-preserving manner. Although automatic de-identification of clinical text using machine learning holds mu...