Anticipating critical transitions
M Scheffer, SR Carpenter, TM Lenton, J Bascompte… - science, 2012 - science.org
Tipping points in complex systems may imply risks of unwanted collapse, but also
opportunities for positive change. Our capacity to navigate such risks and opportunities can …
opportunities for positive change. Our capacity to navigate such risks and opportunities can …
The application of principal component analysis to drug discovery and biomedical data
A Giuliani - Drug discovery today, 2017 - Elsevier
Highlights•Principal Component Analysis provides a general frame for systemic approaches
in pharmacology.•Principal components correspond to the latent factors of a data …
in pharmacology.•Principal components correspond to the latent factors of a data …
Major depression as a complex dynamic system
AOJ Cramer, CD Van Borkulo, EJ Giltay… - PloS one, 2016 - journals.plos.org
In this paper, we characterize major depression (MD) as a complex dynamic system in which
symptoms (eg, insomnia and fatigue) are directly connected to one another in a network …
symptoms (eg, insomnia and fatigue) are directly connected to one another in a network …
Cell fate decision as high-dimensional critical state transition
Cell fate choice and commitment of multipotent progenitor cells to a differentiated lineage
requires broad changes of their gene expression profile. But how progenitor cells overcome …
requires broad changes of their gene expression profile. But how progenitor cells overcome …
Dynamic and thermodynamic models of adaptation
The concept of biological adaptation was closely connected to some mathematical,
engineering and physical ideas from the very beginning. Cannon in his “The wisdom of the …
engineering and physical ideas from the very beginning. Cannon in his “The wisdom of the …
Law of the minimum paradoxes
AN Gorban, LI Pokidysheva, EV Smirnova… - Bulletin of mathematical …, 2011 - Springer
Abstract The “Law of the Minimum” states that growth is controlled by the scarcest resource
(limiting factor). This concept was originally applied to plant or crop growth (Justus von …
(limiting factor). This concept was originally applied to plant or crop growth (Justus von …
The misleading Dodo Bird verdict. How much of the outcome variance is explained by common and specific factors?
The literature on psychotherapy research makes use of the so-called" Dodo Bird Verdict" to
show that therapeutic change owes more to common factors than to specific techniques …
show that therapeutic change owes more to common factors than to specific techniques …
Recurrence quantification analysis of heart rate variability to detect both ventilatory thresholds
Aims of this study were: to verify if Recurrence Quantification Analysis (RQA) of Heart Rate
Variability (HRV) time series could determine both ventilatory thresholds in individuals with …
Variability (HRV) time series could determine both ventilatory thresholds in individuals with …
Systems healthcare: a holistic paradigm for tomorrow
MS Fiandaca, M Mapstone, E Connors, M Jacobson… - BMC systems …, 2017 - Springer
Abstract Systems healthcare is a holistic approach to health premised on systems biology
and medicine. The approach integrates data from molecules, cells, organs, the individual …
and medicine. The approach integrates data from molecules, cells, organs, the individual …
Detecting metabolic thresholds from nonlinear analysis of heart rate time series: a review
G Zimatore, MC Gallotta, M Campanella… - International Journal of …, 2022 - mdpi.com
Heart rate time series are widely used to characterize physiological states and athletic
performance. Among the main indicators of metabolic and physiological states, the detection …
performance. Among the main indicators of metabolic and physiological states, the detection …