AIMC Topic: Computer Simulation
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Designing an optimal model of blood logistics management with the possibility of return in the three-level blood transfusion network.
BMC health services research
Nov 27, 2023
BACKGROUND: Inventory managers in the blood supply chain always endeavor to provide their clients with prompt and appropriate responses. On the other hand, timely and regular blood deliveries to consumers are essential since ineffective delivery and ...
Machine learning-based nonlinear regression-adjusted real-time quality control modeling: a multi-center study.
Clinical chemistry and laboratory medicine
Nov 21, 2023
OBJECTIVES: Patient-based real-time quality control (PBRTQC), a laboratory tool for monitoring the performance of the testing process, has gained increasing attention in recent years. It has been questioned for its generalizability among analytes, in...
Controlled synchronization of a vibrating screen driven by two motors based on improved sliding mode controlling method.
PloS one
Nov 21, 2023
With a requirement of miniaturization in modern vibrating screens, the vibration synchronization method can no longer meet the process demand, so the controlled synchronization method is introduced in the vibrating screen to achieve zero phase error ...
Design Method of a Smart Rehabilitation Product Service System Based on Virtual Scenarios: A Case Study.
IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society
Nov 21, 2023
The development of artificial intelligence and virtual reality technology has enabled rehabilitation service systems based on virtual scenarios to provide patients with a multi-sensory simulation experience. However, the design methods of most rehabi...
Learning reduced-order models for cardiovascular simulations with graph neural networks.
Computers in biology and medicine
Nov 19, 2023
Reduced-order models based on physics are a popular choice in cardiovascular modeling due to their efficiency, but they may experience loss in accuracy when working with anatomies that contain numerous junctions or pathological conditions. We develop...
A spatio-temporal deep learning approach to simulating conflict risk propagation on freeways with trajectory data.
Accident; analysis and prevention
Nov 18, 2023
On freeways, sudden deceleration or lane-changing by vehicles can trigger conflict risk that propagates backward in a specific pattern. Simulating this pattern of conflict risk propagation can not only help prevent crashes but is also vital for the d...
Environmental force sensing helps robots traverse cluttered large obstacles.
Bioinspiration & biomimetics
Nov 17, 2023
Robots can traverse sparse obstacles by sensing environmental geometry and avoiding contact with obstacles. However, for search and rescue in rubble, environmental monitoring through dense vegetation, and planetary exploration over Martian and lunar ...
Intelligent diagnosis and prediction of turbine digital electro-hydraulic control system faults: Design and experimentation.
PloS one
Nov 15, 2023
A physical modeling approach was adopted to build a Digital Electro-Hydraulic Control (DEH) system simulation model and the fault models using the SIMULINK tool. This research combined the advantages of the gray system and neural network to build a m...
Deep learning precipitation prediction models combined with feature analysis.
Environmental science and pollution research international
Nov 14, 2023
Precise rainfall forecasting modeling assumes a pivotal role in water resource planning and management. Conducting a comprehensive analysis of the rainfall time series and making appropriate adjustments to the forecast model settings based on the cha...
The Medical Action Ontology: A tool for annotating and analyzing treatments and clinical management of human disease.
Med (New York, N.Y.)
Nov 13, 2023
BACKGROUND: Navigating the clinical literature to determine the optimal clinical management for rare diseases presents significant challenges. We introduce the Medical Action Ontology (MAxO), an ontology specifically designed to organize medical proc...
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