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Simulating Patients for Developing Artificial Intelligence Based Medical Solutions
Simulating Patients for Developing Artificial Intelligence Based Medical Solutions
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机译:模拟患者以开发基于人工智能的医疗解决方案
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摘要
Mechanisms are provided to implement a cognitive artificial intelligence training mechanism for simulating patients for developing artificial intelligence based medical solutions. The cognitive artificial intelligence training mechanism perturbs non-image based information of a real patient from a real patient data set forming perturbed non-image based information, The cognitive artificial intelligence training mechanism generates an artificial patient data in an artificial patient data set using the perturbed non-image based information and a non-perturbed medical image of the real patient. The cognitive artificial intelligence training mechanism then trains an operation of a learning algorithm utilized by the cognitive data processing system using real patient data in the real patient data set and the artificial patient data in the artificial patient data set.
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