AIMC Topic: Research Design

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A Real-Time Zanthoxylum Target Detection Method for an Intelligent Picking Robot under a Complex Background, Based on an Improved YOLOv5s Architecture.

Sensors (Basel, Switzerland) Jan 17, 2022
The target recognition algorithm is one of the core technologies of Zanthoxylum pepper-picking robots. However, most existing detection algorithms cannot effectively detect Zanthoxylum fruit covered by branches, leaves and other fruits in natural sce...
Research Design Robotics Zanthoxylum Algorithms Environment
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Understanding machine learning classifier decisions in automated radiotherapy quality assurance.

Physics in medicine and biology Jan 17, 2022
The complexity of generating radiotherapy treatments demands a rigorous quality assurance (QA) process to ensure patient safety and to avoid clinically significant errors. Machine learning classifiers have been explored to augment the scope and effic...
Research Design Male Radiation Oncology Humans Machine Learning
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Semi-supervised learning for medical image classification using imbalanced training data.

Computer methods and programs in biomedicine Jan 14, 2022
BACKGROUND AND OBJECTIVE: Medical image classification is often challenging for two reasons: a lack of labelled examples due to expensive and time-consuming annotation protocols, and imbalanced class labels due to the relative scarcity of disease-pos...
Supervised Machine Learning Humans Entropy Research Design
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Machine learning prediction model of acute kidney injury after percutaneous coronary intervention.

Scientific reports Jan 14, 2022
Acute kidney injury (AKI) after percutaneous coronary intervention (PCI) is associated with a significant risk of morbidity and mortality. The traditional risk model provided by the National Cardiovascular Data Registry (NCDR) is useful for predictin...
Logistic Models Models, Statistical Registries Percutaneous Coronary Intervention Area Under Curve Male Middle Aged Postoperative Complications Aged Aged, 80 and over Humans Research Design Machine Learning Acute Kidney Injury Forecasting Japan Female Risk
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Imputation by feature importance (IBFI): A methodology to envelop machine learning method for imputing missing patterns in time series data.

PloS one Jan 13, 2022
A new methodology, imputation by feature importance (IBFI), is studied that can be applied to any machine learning method to efficiently fill in any missing or irregularly sampled data. It applies to data missing completely at random (MCAR), missing ...
Soil Time Factors Radon Pakistan Machine Learning Algorithms Research Design
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Classifying microscopic images as acute lymphoblastic leukemia by Resnet ensemble model and Taguchi method.

BMC bioinformatics Jan 11, 2022
BACKGROUND: Researchers have attempted to apply deep learning methods of artificial intelligence for rapidly and accurately detecting acute lymphoblastic leukemia (ALL) in microscopic images.
Algorithms Research Design Precursor Cell Lymphoblastic Leukemia-Lymphoma Neural Networks, Computer Artificial Intelligence Humans
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The use of machine learning to discover regulatory networks controlling biological systems.

Molecular cell Jan 10, 2022
Biological systems are composed of a vast web of multiscale molecular interactors and interactions. High-throughput technologies, both bulk and single cell, now allow for investigation of the properties and quantities of these interactors. Computatio...
Signal Transduction Models, Biological Gene Expression Regulation Gene Regulatory Networks Computational Biology Humans Machine Learning Animals Protein Interaction Maps Research Design
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Parametric Neural Network-Based Model Free Adaptive Tracking Control Method and Its Application to AFS/DYC System.

Computational intelligence and neuroscience Jan 6, 2022
This paper deals with adaptive nonlinear identification and trajectory tracking problem for model free nonlinear systems via parametric neural network (PNN). Firstly, a more effective PNN identifier is developed to obtain the unknown system dynamics,...
Feedback Nonlinear Dynamics Neural Networks, Computer Research Design Computer Simulation
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Advancing pharmacy and healthcare with virtual digital technologies.

Advanced drug delivery reviews Jan 5, 2022
Digitalisation of the healthcare sector promises to revolutionise patient healthcare globally. From the different technologies, virtual tools including artificial intelligence, blockchain, virtual, and augmented reality, to name but a few, are provid...
Humans Artificial Intelligence Machine Learning Health Care Sector Biomedical Technology Health Information Exchange Drug Industry Clinical Trials as Topic Virtual Reality United States Food and Drug Administration Time Factors United States Digital Technology Mobile Applications Research Design Drug Development Remote Sensing Technology Drug Discovery
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Deterioration Level Estimation Based on Convolutional Neural Network Using Confidence-Aware Attention Mechanism for Infrastructure Inspection.

Sensors (Basel, Switzerland) Jan 5, 2022
This paper presents deterioration level estimation based on convolutional neural networks using a confidence-aware attention mechanism for infrastructure inspection. Spatial attention mechanisms try to highlight the important regions in feature maps ...
Neural Networks, Computer Research Design
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