AIMC Topic: Hypertension

Clear Filters Showing 91 to 100 of 224 articles

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...
Hypertension Biological Specimen Banks United Kingdom Middle Aged Deep Learning Humans Biomarkers Risk Factors Adult Cardiovascular Diseases
View on PubMed DOI

Towards optimal deep fusion of imaging and clinical data via a model-based description of fusion quality.

Medical physics Jan 7, 2023
BACKGROUND: Due to intrinsic differences in data formatting, data structure, and underlying semantic information, the integration of imaging data with clinical data can be non-trivial. Optimal integration requires robust data fusion, that is, the pro...
Hypertension Liver Radiography, Abdominal Humans Neural Networks, Computer Tomography, X-Ray Computed
View on PubMed DOI

Classification and Prediction on Hypertension with Blood Pressure Determinants in a Deep Learning Algorithm.

International journal of environmental research and public health Nov 19, 2022
Few studies classified and predicted hypertension using blood pressure (BP)-related determinants in a deep learning algorithm. The objective of this study is to develop a deep learning algorithm for the classification and prediction of hypertension w...
Blood Pressure Algorithms Humans Deep Learning Neural Networks, Computer Hypertension
View on PubMed DOI

Machine learning-based prediction of disability risk in geriatric patients with hypertension for different time intervals.

Archives of gerontology and geriatrics Oct 9, 2022
BACKGROUND: The risk of disability in older adults with hypertension is substantially high, and prediction of disability risk is crucial for subsequent management. This study aimed to construct prediction models of disability risk for geriatric patie...
Hypertension Asian People Happiness Humans Machine Learning Aged
View on PubMed DOI

Evaluating the risk of hypertension in residents in primary care in Shanghai, China with machine learning algorithms.

Frontiers in public health Oct 4, 2022
OBJECTIVE: The prevention of hypertension in primary care requires an effective and suitable hypertension risk assessment model. The aim of this study was to develop and compare the performances of three machine learning algorithms in predicting the ...
Creatinine China Lipoproteins, HDL Algorithms Humans Hypertension Nitrogen Triglycerides Primary Health Care Urea Aged Lipoproteins, LDL Machine Learning Glucose Adult Cholesterol
View on PubMed DOI

Multimodal data for systolic and diastolic blood pressure prediction: The hypertension conscious artificial intelligence.

EBioMedicine Sep 13, 2022
Hypertension Blood Pressure Systole Humans Artificial Intelligence
View on PubMed DOI

Prediction and evaluation of combination pharmacotherapy using natural language processing, machine learning and patient electronic health records.

Journal of biomedical informatics Aug 17, 2022
Combination pharmacotherapy targets key disease pathways in a synergistic or additive manner and has high potential in treating complex diseases. Computational methods have been developed to identifying combination pharmacotherapy by analyzing large ...
Hydrochlorothiazide Phenotype Drug Combinations Humans Electronic Health Records Machine Learning Natural Language Processing Hypertension Digoxin
View on PubMed DOI

DeepCNAP: A Deep Learning Approach for Continuous Noninvasive Arterial Blood Pressure Monitoring Using Photoplethysmography.

IEEE journal of biomedical and health informatics Aug 11, 2022
Arterial blood pressure (ABP) monitoring may permit the early diagnosis and management of cardiovascular disease (CVD); however, existing methods for measuring ABP outside the clinic use inconvenient cuff sphygmomanometry, or do not estimate continuo...
Blood Pressure Determination Blood Pressure Hypotension Arterial Pressure Prehypertension Deep Learning Hypertension Photoplethysmography Humans
View on PubMed DOI

Prediction of blood pressure changes associated with abdominal pressure changes during robotic laparoscopic low abdominal surgery using deep learning.

PloS one Jun 6, 2022
BACKGROUND: Intraoperative hypertension and blood pressure (BP) fluctuation are known to be associated with negative patient outcomes. During robotic lower abdominal surgery, the patient's abdominal cavity is filled with CO2, and the patient's head i...
Head-Down Tilt Pneumoperitoneum, Artificial Pneumoperitoneum Blood Pressure Laparoscopy Robotic Surgical Procedures Deep Learning Hypertension Young Adult Humans Adult Female Male
View on PubMed DOI

Arterial Hypertension and the Hidden Disease of the Eye: Diagnostic Tools and Therapeutic Strategies.

Nutrients May 25, 2022
Hypertension is a major cardiovascular risk factor that is responsible for a heavy burden of morbidity and mortality worldwide. A critical aspect of cardiovascular risk estimation in hypertensive patients depends on the assessment of hypertension-med...
Humans Artificial Intelligence Risk Factors Retinal Vessels Hypertension Eye
View on PubMed DOI
Popular Topics
Recent Journals