Titlebook: Embracing Complexity in Health; The Transformation o Joachim P. Sturmberg Book 2019 Springer Nature Switzerland AG 2019 complexity sciences

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A Puzzling Question: How Can Different Phenotypes Possibly Have Indistinguishable Disease Symptoms?ion defects, while other areas of the lungs remain well-ventilated. This transition from stable open airways (homeostasis) to the regional clustering of severe airway constriction occurs at a critical point in the interactions among airways. The critical point itself can be shifted by several factor

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Complexity Sciences Dramatically Improve Biomarker Research and Useinteractions with self, others, and environments—built and natural. Scientific methods of research and application call for measurement and methods to be in accordance with the subject or our study. The Complexity Sciences multiple fields of research are theories which, like all theories, are about

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Analyzing Complex Medical Image Information: Convolution Versus Wavelets in a Neural Netmages of cancerous lung nodules and 845 images of benign nodules, using batch sizes of 30–100 images run over 30–150 epochs. MLP, CONV, and WAVE were tested on a separate set of 187 cancer and 114 benign images... All nets achieved very similar classification accuracies of 74.3 ± 1.4% (combined mean

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The Mechanisms of How Genomic Heterogeneity Impacts Bio-Emergent Properties: The Challenges for Prec this system such as clinical outcomes, which is practically the ultimate goal. Such analyses illustrate that dynamic interactions of heterogeneity in lower-level agents lead to the unpredictability of complex adaptive systems. As a result, stress-induced multiple genomic heterogeneity-mediated evol

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Humans and Big Data: New Hope? Harnessing the Power of Person-Centred Data Analyticsribes a case study of the timing and context of readmissions using human (biopsychosocial) particular data which is based on individual experiences and perceptions with differing patterns of instability. This Australian study, called MonashWatch, is a service pilot using the PaJR system in the Dande

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Co-producing Healthcare Interventions: Transforming Transdisciplinary Research to Develop Healthcareakes place on two levels. One is the interdisciplinary research level, where researchers from the different disciplines involved are brought together to develop and exchange knowledge and research results in order to develop an integrated care model to improve the care of people with SMI. The other

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Omniscient

How and Why Effective Leaders Construct and Evolve Structural Attractors to Overcome Spatial, Temporistinct conceptual symmetry that signals underlying simplicity in the environment. Physical structural attractors exploit translational symmetry to reduce spatial complexity. By doing so, these attractors make physical action more efficient and predictable. Dynamic structural attraction exploits per