AIMC Topic: Research Design

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Breast Mass Classification Using Diverse Contextual Information and Convolutional Neural Network.

Biosensors Oct 26, 2021
Masses are one of the early signs of breast cancer, and the survival rate of women suffering from breast cancer can be improved if masses can be correctly identified as benign or malignant. However, their classification is challenging due to the simi...
Breast Humans Neural Networks, Computer Research Design Female Breast Neoplasms Mammography
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Chip Appearance Defect Recognition Based on Convolutional Neural Network.

Sensors (Basel, Switzerland) Oct 25, 2021
To improve the recognition rate of chip appearance defects, an algorithm based on a convolution neural network is proposed to identify chip appearance defects of various shapes and features. Furthermore, to address the problems of long training time ...
Image Processing, Computer-Assisted Recognition, Psychology Neural Networks, Computer Algorithms Research Design
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Artificial Intelligence Applications in Urology: Reporting Standards to Achieve Fluency for Urologists.

The Urologic clinics of North America Oct 23, 2021
The growth and adoption of artificial intelligence has led to impressive results in urology. As artificial intelligence grows more ubiquitous, it is important to establish artificial intelligence literacy in the workforce. To this end, we present a n...
Biomedical Research Urologic Neoplasms Kidney Calculi Vesico-Ureteral Reflux Hydronephrosis Urologists Artificial Intelligence Research Design Prognosis Humans
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RTJTN: Relational Triplet Joint Tagging Network for Joint Entity and Relation Extraction.

Computational intelligence and neuroscience Oct 16, 2021
Extracting entities and relations from unstructured sentences is one of the most concerned tasks in the field of natural language processing. However, most existing works process entity and relation information in a certain order and suffer from the ...
Language Natural Language Processing Research Design
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The BrAID study protocol: integration of machine learning and transcriptomics for brugada syndrome recognition.

BMC cardiovascular disorders Oct 13, 2021
BACKGROUND: Type 1 Brugada syndrome (BrS) is a hereditary arrhythmogenic disease showing peculiar electrocardiographic (ECG) patterns, characterized by ST-segment elevation in the right precordial leads, and risk of Sudden Cardiac Death (SCD). Furthe...
Humans Prognosis Retrospective Studies Reproducibility of Results Machine Learning Research Design Prospective Studies Italy Signal Processing, Computer-Assisted Workflow Heart Rate Brugada Syndrome Electrocardiography Action Potentials Predictive Value of Tests Gene Expression Profiling Transcriptome Diagnosis, Computer-Assisted
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Intelligent Solutions in Chest Abnormality Detection Based on YOLOv5 and ResNet50.

Journal of healthcare engineering Oct 13, 2021
Computer-aided diagnosis (CAD) has nearly fifty years of history and has assisted many clinicians in the diagnosis. With the development of technology, recently, researches use the deep learning method to get high accuracy results in the CAD system. ...
Algorithms Deep Learning Research Design Computers Diagnosis, Computer-Assisted
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COVID-19 Diagnosis from CT Images with Convolutional Neural Network Optimized by Marine Predator Optimization Algorithm.

BioMed research international Oct 12, 2021
In recent years, almost every country in the world has struggled against the spread of Coronavirus Disease 2019. If governments and public health systems do not take action against the spread of the disease, it will have a severe impact on human life...
Algorithms Research Design Databases, Factual Tomography, X-Ray Computed Reproducibility of Results SARS-CoV-2 Humans Neural Networks, Computer COVID-19 Models, Theoretical COVID-19 Testing Sensitivity and Specificity Data Accuracy Deep Learning Image Processing, Computer-Assisted
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Prediction of Geological Parameters during Tunneling by Time Series Analysis on In Situ Data.

Computational intelligence and neuroscience Oct 11, 2021
A tunnel boring machine (TBM) is a type of heavy load equipment that is widely used in underground tunnel construction. The geological conditions in the tunneling process are decisive factors that directly affect the control of construction equipment...
China Geology Neural Networks, Computer Research Design
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Assessing the Economic Value of Clinical Artificial Intelligence: Challenges and Opportunities.

Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research Oct 9, 2021
OBJECTIVES: Clinical artificial intelligence (AI) is a novel technology, and few economic evaluations have focused on it to date. Before its wider implementation, it is important to highlight the aspects of AI that challenge traditional health techno...
Diffusion of Innovation Efficiency, Organizational Healthcare Disparities Patient Acuity Outcome Assessment, Health Care Cost-Benefit Analysis Models, Economic Research Design Technology Assessment, Biomedical Humans Artificial Intelligence Efficiency Health Services Accessibility
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DUBStepR is a scalable correlation-based feature selection method for accurately clustering single-cell data.

Nature communications Oct 6, 2021
Feature selection (marker gene selection) is widely believed to improve clustering accuracy, and is thus a key component of single cell clustering pipelines. Existing feature selection methods perform inconsistently across datasets, occasionally even...
Research Design Single-Cell Analysis RNA-Seq Machine Learning Software Algorithms Gene Expression Humans Genes, Mitochondrial Arthritis, Rheumatoid Chromatin Immunoprecipitation Sequencing Sequence Analysis, RNA Cluster Analysis
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