AIMC Topic: Computer Simulation

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Temporal convolutional networks allow early prediction of events in critical care.

Journal of the American Medical Informatics Association : JAMIA Mar 1, 2020
OBJECTIVE: Clinical interventions and death in the intensive care unit (ICU) depend on complex patterns in patients' longitudinal data. We aim to anticipate these events earlier and more consistently so that staff can consider preemptive action.
Female Hospitalization Aged Computer Simulation Prognosis Intensive Care Units Hospital Mortality Logistic Models Critical Care Aged, 80 and over Male Middle Aged Humans Neural Networks, Computer Machine Learning
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Accurate Inference of Tree Topologies from Multiple Sequence Alignments Using Deep Learning.

Systematic biology Mar 1, 2020
Reconstructing the phylogenetic relationships between species is one of the most formidable tasks in evolutionary biology. Multiple methods exist to reconstruct phylogenetic trees, each with their own strengths and weaknesses. Both simulation and emp...
Deep Learning Classification Sequence Alignment Neural Networks, Computer Computer Simulation Phylogeny
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A ferrobotic system for automated microfluidic logistics.

Science robotics Feb 26, 2020
Automated technologies that can perform massively parallelized and sequential fluidic operations at small length scales can resolve major bottlenecks encountered in various fields, including medical diagnostics, -omics, drug development, and chemical...
Humans Matrix Metalloproteinases Automation Computer Simulation Biomarkers, Tumor Magnets Equipment Design Lab-On-A-Chip Devices Robotics Biological Assay Electromagnetic Phenomena Microfluidics
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Translating preclinical models to humans.

Science (New York, N.Y.) Feb 14, 2020
Models, Animal Rodentia Primates Animals Humans Drug Development Machine Learning Translational Research, Biomedical Computer Simulation
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Convolutional neural network-based approach to estimate bulk optical properties in diffuse optical tomography.

Applied optics Feb 10, 2020
Deep learning has been actively investigated for various applications such as image classification, computer vision, and regression tasks, and it has shown state-of-the-art performance. In diffuse optical tomography (DOT), the accurate estimation of ...
Light Scattering, Radiation Tomography, Optical Image Processing, Computer-Assisted Models, Theoretical Breast Computer Simulation Deep Learning Time Factors Humans
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Chatteringfree hybrid adaptive neuro-fuzzy inference system-particle swarm optimisation data fusion-based BG-level control.

IET systems biology Feb 1, 2020
In this study, a closed-loop control scheme is proposed for the glucose-insulin regulatory system in type-1 diabetic mellitus (T1DM) patients. Some innovative hybrid glucose-insulin regulators have combined artificial intelligence such as fuzzy logic...
Humans Algorithms Computer Simulation Hypoglycemic Agents Fuzzy Logic Monitoring, Physiologic Blood Glucose Insulin Diabetes Mellitus, Type 1
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Soft biohybrid morphing wings with feathers underactuated by wrist and finger motion.

Science robotics Jan 16, 2020
Since the Wright Flyer, engineers have strived to develop flying machines with morphing wings that can control flight as deftly as birds. Birds morph their wing planform parameters simultaneously-including sweep, span, and area-in a way that has prov...
Wings, Animal Feathers Biomimetic Materials Animals Computer Simulation Columbidae Models, Biological Robotics Wind Flight, Animal Motion Equipment Design Biomechanical Phenomena Linear Models
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An Intuitionistic Fuzzy Based Novel Approach to CPU Scheduler.

Current medical imaging Jan 1, 2020
BACKGROUND: The extension of CPU schedulers with fuzzy has been ascertained better because of its unique capability of handling imprecise information. Though, other generalized forms of fuzzy can be used which can further extend the performance of th...
Computer Simulation Fuzzy Logic Algorithms Pattern Recognition, Automated
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[AI-based QSAR Modeling for Prediction of Active Compounds in MIE/AOP].

Yakugaku zasshi : Journal of the Pharmaceutical Society of Japan Jan 1, 2020
Toxicity testing is critical for new drug and chemical development process. A clinical study, experimental animal models, and in vitro study are performed to evaluate the safety of a new drug. The limitations of these methods include extensive time f...
Toxicity Tests Animal Testing Alternatives Adverse Outcome Pathways Drug-Related Side Effects and Adverse Reactions Models, Animal Artificial Intelligence Quantitative Structure-Activity Relationship Computer Simulation Animals
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Density and Distinctiveness in Early Word Learning: Evidence From Neural Network Simulations.

Cognitive science Jan 1, 2020
High phonological neighborhood density has been associated with both advantages and disadvantages in early word learning. High density may support the formation and fine-tuning of new word sound memories-a process termed lexical configuration (e.g., ...
Learning Child Verbal Learning Phonetics Linguistics Humans Neural Networks, Computer Computer Simulation
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