Posts in 2022
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Clinical artificial intelligence quality improvement: towards continual monitoring and updating of AI algorithms in healthcare
Tuesday, May 31, 2022 in 2022
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Nature npj Digital Medicine Unlike drugs and medical device, artificial intelligence needs to be continuously recalibrated because of dataset shifts and calibration drifts. This is why AI in healthcare should not be patented or sold. Abstract Machine …
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A distributed approach to the regulation of clinical AI
Thursday, May 26, 2022 in 2022
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PLOS Digital Health Given that clinical AI has to be recalibrated on the local population prior to deployment, continuously monitored and regularly updated to account for dataset shift and calibration drift, the existing model where the FDA is solely …
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A systematic review of federated learning applications for biomedical data
Thursday, May 19, 2022 in 2022
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PLOS Digital Health Given that clinical AI has to be recalibrated on the local population prior to deployment, continuously monitored and regularly updated to account for dataset shift and calibration drift, the existing model where the FDA is solely …