Detection for disease tipping points by landscape dynamic network biomarkers
Abstract A new model-free method has been developed and termed the landscape dynamic network biomarker (l-DNB) methodology. The method is…
Kazuyuki Aihara
Quantifying critical states of complex diseases using single-sample dynamic network biomarkers
Abstract Dynamic network biomarkers (DNB) can identify the critical state or tipping point of a disease, thereby predicting rather than…