AIMC Topic: Hypertension
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Editorial for "Deep Learning for Discrimination of Hypertrophic Cardiomyopathy and Hypertensive Heart Disease on MRI Native T1 Maps".
Journal of magnetic resonance imaging : JMRI
Sep 22, 2023
Non-invasive arterial blood pressure measurement and SpO estimation using PPG signal: a deep learning framework.
BMC medical informatics and decision making
Jul 21, 2023
BACKGROUND: Monitoring blood pressure and peripheral capillary oxygen saturation plays a crucial role in healthcare management for patients with chronic diseases, especially hypertension and vascular disease. However, current blood pressure measureme...
Deep Learning for Discrimination of Hypertrophic Cardiomyopathy and Hypertensive Heart Disease on MRI Native T1 Maps.
Journal of magnetic resonance imaging : JMRI
Jul 11, 2023
BACKGROUND: Native T1 and radiomics were used for hypertrophic cardiomyopathy (HCM) and hypertensive heart disease (HHD) differentiation previously. The current problem is that global native T1 remains modest discrimination performance and radiomics ...
The Potential for a Chat-Based Artificial Intelligence Model to Facilitate Educational Messaging on Hypertension.
Hypertension (Dallas, Tex. : 1979)
Jun 16, 2023
Predicting blood pressure from face videos using face diagnosis theory and deep neural networks technique.
Computers in biology and medicine
Jun 1, 2023
Hypertension is a major cause of cardiovascular diseases. Accurate and convenient measurement of blood pressure are necessary for the detection, treatment, and control of hypertension. In recent years, face video based non-contact blood pressure pred...
A deep learning method for continuous noninvasive blood pressure monitoring using photoplethysmography.
Physiological measurement
May 22, 2023
. The aim of this study is to investigate continuous blood pressure waveform estimation from a plethysmography (PPG) signal, thus providing more human cardiovascular status information than traditional cuff-based methods.. The proposed method utilize...
Survey and Evaluation of Hypertension Machine Learning Research.
Journal of the American Heart Association
Apr 29, 2023
Background Machine learning (ML) is pervasive in all fields of research, from automating tasks to complex decision-making. However, applications in different specialities are variable and generally limited. Like other conditions, the number of studie...
Differential diagnosis of secondary hypertension based on deep learning.
Artificial intelligence in medicine
Apr 26, 2023
Secondary hypertension is associated with higher risks of target organ damage and cardiovascular and cerebrovascular disease events. Early aetiology identification can eliminate aetiologies and control blood pressure. However, inexperienced doctors o...
Artificial intelligence and body composition.
Diabetes & metabolic syndrome
Feb 26, 2023
AIMS: Although obesity is associated with chronic disease, a large section of the population with high BMI does not have an increased risk of metabolic disease. Increased visceral adiposity and sarcopenia are also risk factors for metabolic disease i...
Validation of a deep-learning-based retinal biomarker (Reti-CVD) in the prediction of cardiovascular disease: data from UK Biobank.
BMC medicine
Jan 24, 2023
BACKGROUND: Currently in the United Kingdom, cardiovascular disease (CVD) risk assessment is based on the QRISK3 score, in which 10% 10-year CVD risk indicates clinical intervention. However, this benchmark has limited efficacy in clinical practice a...
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