AIMC Topic: Personally Identifiable Information

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How US law will evaluate artificial intelligence for covid-19.

BMJ (Clinical research ed.) Mar 15, 2021
explore the legal implications of using artificial intelligence in the response to covid-19 and call for more robust evaluation frameworks
Humans Artificial Intelligence Machine Learning COVID-19 SARS-CoV-2 Risk Assessment United States Confidentiality Health Insurance Portability and Accountability Act Personally Identifiable Information Social Discrimination
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Disentangled Adversarial Transfer Learning for Physiological Biosignals.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2020
Recent developments in wearable sensors demonstrate promising results for monitoring physiological status in effective and comfortable ways. One major challenge of physiological status assessment is the problem of transfer learning caused by the doma...
Machine Learning Learning Deep Learning Records Personally Identifiable Information
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The machine giveth and the machine taketh away: a parrot attack on clinical text deidentified with hiding in plain sight.

Journal of the American Medical Informatics Association : JAMIA Dec 1, 2019
OBJECTIVE: Clinical corpora can be deidentified using a combination of machine-learned automated taggers and hiding in plain sight (HIPS) resynthesis. The latter replaces detected personally identifiable information (PII) with random surrogates, allo...
Humans Machine Learning Delivery of Health Care Electronic Health Records Confidentiality Data Anonymization Ambulatory Care Facilities Computer Security Washington Personally Identifiable Information
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