AIMC Topic: Predictive Value of Tests

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A narrative review of the application of machine learning in venous thromboembolism.

Vascular Jan 19, 2023
OBJECTIVE: To summarize the current research progress of machine learning and venous thromboembolism.
Diagnosis, Computer-Assisted Humans Predictive Value of Tests Venous Thromboembolism Machine Learning Risk Factors Prognosis Risk Assessment
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Reliability of respiratory-gated real-time two-dimensional cine incorporating deep learning reconstruction for the assessment of ventricular function in an adult population.

The international journal of cardiovascular imaging Jan 17, 2023
This study aimed to assess the image quality and accuracy of respiratory-gated real-time two-dimensional (2D) cine incorporating deep learning reconstruction (DLR) for the quantification of biventricular volumes and function compared with those of th...
Humans Deep Learning Magnetic Resonance Imaging, Cine Reproducibility of Results Male Predictive Value of Tests Aged Ventricular Function Stroke Volume Adult Middle Aged
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Prediction of Coronary Artery Calcium Using Deep Learning of Echocardiograms.

Journal of the American Society of Echocardiography : official publication of the American Society of Echocardiography Dec 23, 2022
BACKGROUND: Coronary artery calcification (CAC), often assessed by computed tomography (CT), is a powerful marker of coronary artery disease that can guide preventive therapies. Computed tomographies, however, are not always accessible or serially ob...
Predictive Value of Tests Coronary Angiography Coronary Artery Disease Calcium Risk Factors Echocardiography Deep Learning Coronary Vessels Vascular Calcification Humans Artificial Intelligence
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A Machine Learning Model for Prediction of Amputation in Diabetics.

Journal of diabetes science and technology Dec 8, 2022
BACKGROUND: Diabetic foot ulcer (DFU) and the resulting lower extremity amputation are associated with a poor survival prognosis. The objective of this study is to generate a model for predicting the probability of major amputation in hospitalized pa...
Machine Learning Algorithms Databases, Factual Prognosis Humans Diabetic Foot Amputation, Surgical Male Middle Aged Decision Trees Predictive Value of Tests Female Risk Factors Aged
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Cardiovascular magnetic resonance images with susceptibility artifacts: artificial intelligence with spatial-attention for ventricular volumes and mass assessment.

Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance Nov 28, 2022
BACKGROUND: Segmentation of cardiovascular magnetic resonance (CMR) images is an essential step for evaluating dimensional and functional ventricular parameters as ejection fraction (EF) but may be limited by artifacts, which represent the major chal...
Humans Artificial Intelligence Attention Retrospective Studies Artifacts Magnetic Resonance Imaging Predictive Value of Tests
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Next Frontier for Artificial Intelligence in Imaging: Moving Beyond Risk Prediction Toward Effective Implementation.

JACC. Cardiovascular imaging Nov 16, 2022
Humans Artificial Intelligence Machine Learning Deep Learning Predictive Value of Tests
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Recognition of the Effect of Vocal Exercises by Fuzzy Triangular Naive Bayes, a Machine Learning Classifier: A Preliminary Analysis.

Journal of voice : official journal of the Voice Foundation Nov 11, 2022
OBJECTIVES: Machine learning (ML) methods allow the development of expert systems for pattern recognition and predictive analysis of intervention outcomes. It has been used in Voice Sciences, mainly to discriminate between healthy and dysphonic voice...
Speech Acoustics Speech Production Measurement Voice Quality Dysphonia Voice Training Female Signal Processing, Computer-Assisted Reproducibility of Results Acoustics Young Adult Speech Perception Fuzzy Logic Case-Control Studies Humans Predictive Value of Tests Treatment Outcome Adult Bayes Theorem Machine Learning Middle Aged
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Pathological Voice Detection Based on Phase Reconstitution and Convolutional Neural Network.

Journal of voice : official journal of the Voice Foundation Oct 21, 2022
The nonlinear dynamic features can effectively describe the acoustic characteristics of normal and pathological voice. In this paper, the phase space reconstruction and convolution neural network are used to classify the normal and pathological voice...
Signal Processing, Computer-Assisted Humans Acoustics Neural Networks, Computer Sound Spectrography Speech Production Measurement Speech Acoustics Databases, Factual Male Female Nonlinear Dynamics Voice Quality Convolutional Neural Networks Vocal Cord Paralysis Case-Control Studies Reproducibility of Results Voice Disorders Time Factors Predictive Value of Tests
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Deep learning-based prediction of coronary artery stenosis resistance.

American journal of physiology. Heart and circulatory physiology Oct 21, 2022
Coronary artery stenosis resistance (SR) is a key factor for noninvasive calculations of fractional flow reserve derived from coronary CT angiography (FFR). Existing computational fluid dynamics (CFD) methods, including three-dimensional (3-D) comput...
Coronary Vessels Coronary Stenosis Fractional Flow Reserve, Myocardial Predictive Value of Tests Humans Coronary Angiography Coronary Artery Disease Deep Learning
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Current Applications of Robot-Assisted Ultrasound Examination.

JACC. Cardiovascular imaging Oct 19, 2022
Despite advances in miniaturization and automation, the need for expert acquisition of a full echocardiogram, including Doppler, has restricted access in remote areas. Recent developments in robotics, teleoperation, and upgraded telecommunications in...
Predictive Value of Tests Humans Robotics Artificial Intelligence Telemedicine Ultrasonography
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