by Walton Denton | Apr 1, 2018 | Research Paper
Download the PDFDownload In this paper, co-authored by SwitchPoint’s Chief Data Scientist, Damian Mingle, machine learning was used to predict hepatitis-caused mortality in a way that is analytically robust and clinically relevant. Specifically, predictor...
by switchpointven | Oct 1, 2017 | Research Paper
Download the PDFDownload With the aid of rapidly developing, next-generation sequencing methods and computational approaches used to maximally extract meaningful patterns from the high-dimensional human microbiota surveys data, researchers can now enhance the ability...
by switchpointven | Jun 1, 2017 | Research Paper
Download the PDFDownload There exist significant clinical and basic research needs for accurate, automated seizure detection algorithms. These algorithms have translational potential in responsive neurostimulation devices and in automatic parsing of continuous...
by switchpointven | Jan 3, 2017 | Research Paper
Download PDFDownload Identification of suitable biomarkers for accurate prediction of phenotypic outcomes is a goal for personalized medicine. However, current machine learning approaches are either too complex or perform poorly. Here, a novel feature detection and...
by switchpointven | Jan 1, 2017 | Research Paper
Download PDFDownload Hospital readmission is considered an effective measurement of care provided within healthcare. Being able to risk identify patients facing a high likelihood of unplanned hospital readmission in the next 30-days could allow for further...
by switchpointven | Oct 1, 2016 | Research Paper
Download the PDFDownload Sepsis affects millions of people worldwide each year. It occurs when a normal human immune response to a bacterial, viral, or fungal infection becomes dysfunctional and triggers widespread inflammation that results in severe tissue damage...
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