AIMC Topic: Systems Analysis
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Using systems thinking methodologies to address health care complexities and evidence implementation.
JBI evidence implementation
Nov 29, 2021
BACKGROUND: Despite health care advances, artificial intelligence and government interventions aiming to improve the health and wellbeing of citizens, huge disparities and failures in care provision exist. This is demonstrated by the rising number of...
Design of the Piano Score Recommendation Image Analysis System Based on the Big Data and Convolutional Neural Network.
Computational intelligence and neuroscience
Nov 26, 2021
In the era of big data, the problem of information overload is becoming more and more obvious. A piano music image analysis and recommendation system based on the CNN classifier and user preference is designed by using the convolutional neural networ...
Aedes-AI: Neural network models of mosquito abundance.
PLoS computational biology
Nov 19, 2021
We present artificial neural networks as a feasible replacement for a mechanistic model of mosquito abundance. We develop a feed-forward neural network, a long short-term memory recurrent neural network, and a gated recurrent unit network. We evaluat...
A Vision of Future Healthcare: Potential Opportunities and Risks of Systems Medicine from a Citizen and Patient Perspective-Results of a Qualitative Study.
International journal of environmental research and public health
Sep 19, 2021
Advances in (bio)medicine and technological innovations make it possible to combine high-dimensional, heterogeneous health data to better understand causes of diseases and make them usable for predictive, preventive, and precision medicine. This stud...
Unsupervised manifold learning of collective behavior.
PLoS computational biology
Feb 12, 2021
Collective behavior is an emergent property of numerous complex systems, from financial markets to cancer cells to predator-prey ecological systems. Characterizing modes of collective behavior is often done through human observation, training generat...
What researchers on ageing should know about multimorbidity, geroprotectors and artificial intelligence.
Mechanisms of ageing and development
Feb 9, 2021
A protein folding robot driven by a self-taught agent.
Bio Systems
Dec 29, 2020
This paper presents a computer simulation of a virtual robot that behaves as a peptide chain of the Hemagglutinin-Esterase protein (HEs) from human coronavirus. The robot can learn efficient protein folding policies by itself and then use them to sol...
Agent-oriented Decision Support System for Business Processes Management with Genetic Algorithm Optimization: an Application in Healthcare.
Journal of medical systems
Aug 2, 2020
Agent-based approaches have been known to be appropriate as systems and methods in medical administration in recent years. The increased attention to processes led to the recent growth of Business Process Management discipline, which quite exclusivel...
The present and future of project management in pharmaceutical R&D.
Drug discovery today
Jul 31, 2020
Ontologically simple theories do not indicate the true nature of complex biological systems: three test cases.
History and philosophy of the life sciences
Apr 28, 2020
A longstanding philosophical premise perceives simplicity as a desirable attribute of scientific theories. One of several raised justifications for this notion is that simple theories are more likely to indicate the true makeup of natural systems. Qu...
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