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Detecting freezing of gait with a tri-axial accelerometer in parkinson’s disease patients
(Springer Nature, 2015-10-01)
Freezing of gait (FOG) is a common motor symptom of Parkinson's disease (PD), which presents itself as an inability to initiate or continue gait. This paper presents a method to monitor FOG episodes based only on acceleration ...
Seq-ing improved gene expression estimates from microarrays using machine learning
(Springer Nature, 2015-09-04)
Background: Quantifying gene expression by RNA-Seq has several advantages over microarrays, including greater dynamic range and gene expression estimates on an absolute, rather than a relative scale. Nevertheless, microarrays ...
Diagnosing breast cancer with microwave technology: remaining challenges and potential solutions with machine learning
(MDPI AG, 2018-05-19)
Currently, breast cancer often requires invasive biopsies for diagnosis, motivating researchers to design and develop non-invasive and automated diagnosis systems. Recent microwave breast imaging studies have shown how ...