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publicationDate 2018-08-09-04:00^^<http://www.w3.org/2001/XMLSchema#date>
publicationNumber WO-2018075521-A9
titleOfInvention Systems and methods for medical diagnosis and biomarker identification using physiological sensors and machine learning
abstract Predictive healthcare systems utilize the signal produced by physiological and, in some embodiments, environmental sensors to infer, computationally, a physiological parameter of the patient. The physiological sensors may include a vibro-acoustic sensor in contact with a patient over at least the frequency band 0.001 Hz to 40 kHz and a bio-electric sensor. The physiological parameter may be the magnitude or existence of an internal process, such as blood flow; the presence of a biomarker; or the existence or likelihood of a disease. In some embodiments, the computational inference is based on additional data such as the patient's position and orientation and/or historical health information of the patient.
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