AIMC Topic:
Computer Simulation
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Realistic simulation of virtual multi-scale, multi-modal patient trajectories using Bayesian networks and sparse auto-encoders.
Scientific reports
Jul 3, 2020
Translational research of many disease areas requires a longitudinal understanding of disease development and progression across all biologically relevant scales. Several corresponding studies are now available. However, to compile a comprehensive pi...
Automated labeling of the airway tree in terms of lobes based on deep learning of bifurcation point detection.
Medical & biological engineering & computing
Jul 2, 2020
This paper presents an automatic lobe-based labeling of airway tree method, which can detect the bifurcation points for reconstructing and labeling the airway tree from a computed tomography image. A deep learning-based network structure is designed ...
HAPPENN is a novel tool for hemolytic activity prediction for therapeutic peptides which employs neural networks.
Scientific reports
Jul 2, 2020
The growing prevalence of resistance to antibiotics motivates the search for new antibacterial agents. Antimicrobial peptides are a diverse class of well-studied membrane-active peptides which function as part of the innate host defence system, and f...
Predicting Binding from Screening Assays with Transformer Network Embeddings.
Journal of chemical information and modeling
Jul 1, 2020
Cheminformatics aims to assist in chemistry applications that depend on molecular interactions, structural characteristics, and functional properties. The arrival of deep learning and the abundance of easily accessible chemical data from repositories...
PyDSLRep: A domain-specific language for robotic simulation in V-Rep.
PloS one
Jul 1, 2020
Calculating forward and inverse kinematics for robotic agents is one of the most time-intensive tasks when controlling the robot movement in any environment. This calculation is then encoded to control the motors and validated in a simulator. The fee...
Visual interaction networks: A novel bio-inspired computational model for image classification.
Neural networks : the official journal of the International Neural Network Society
Jun 30, 2020
Inspired by biological mechanisms and structures in neuroscience, many biologically inspired visual computational models have been presented to provide new solutions for visual recognition task. For example, convolutional neural network (CNN) was pro...
Fuzzy-Based Approach Using IoT Devices for Smart Home to Assist Blind People for Navigation.
Sensors (Basel, Switzerland)
Jun 30, 2020
The demand of devices for safe mobility of blind people is increasing with advancement in wireless communication. Artificial intelligent devices with multiple input and output methods are used for reliable data estimation based on maximum probability...
Computational inference of cancer-specific vulnerabilities in clinical samples.
Genome biology
Jun 29, 2020
BACKGROUND: Systematic in vitro loss-of-function screens provide valuable resources that can facilitate the discovery of drugs targeting cancer vulnerabilities.
The effect of sensory feedback topology on the entrainment of a neural oscillator with a compliant foil for swimming systems.
Bioinspiration & biomimetics
Jun 29, 2020
The sensorimotor system of fish endows them with remarkable swimming performance that is unmatched by current underwater robotic vehicles. To close the gap between the capabilities of fish and the capabilities of underwater vehicles engineers are inv...
Estimation and validation of individualized dynamic brain models with resting state fMRI.
NeuroImage
Jun 27, 2020
A key challenge for neuroscience is to develop generative, causal models of the human nervous system in an individualized, data-driven manner. Previous initiatives have either constructed biologically-plausible models that are not constrained by indi...
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- Machine Learning 30540
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- Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference 1686
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