Detecting Early Warning Signal of Influenza A Disease Using Sample-Specific Dynamical Network Biomarkers
نویسندگان
چکیده
منابع مشابه
Detecting early-warning signals for sudden deterioration of complex diseases by dynamical network biomarkers
Considerable evidence suggests that during the progression of complex diseases, the deteriorations are not necessarily smooth but are abrupt, and may cause a critical transition from one state to another at a tipping point. Here, we develop a model-free method to detect early-warning signals of such critical transitions, even with only a small number of samples. Specifically, we theoretically d...
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ژورنال
عنوان ژورنال: BioMed Research International
سال: 2018
ISSN: 2314-6133,2314-6141
DOI: 10.1155/2018/6807059