medical-8
Hypertension detection
3260 papers • 126 benchmarks • 313 datasets
Detection of hypertension (high blood pressure) using vital signals, such as ECG, PPG, etc.
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MIMIC-III
MIMIC-III
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Most implemented papers
HyMNet: a Multimodal Deep Learning System for Hypertension Classification using Fundus Photographs and Cardiometabolic Risk Factors
Mohammed Baharoon, Hessa Almatar, Reema Alduhayan, Tariq Aldebasi, Badr Alahmadi, Yahya Bokhari, Mohammed Alawad, A. Almazroa, Abdulrhman Aljouie•Sun Oct 01 2023
A multimodal deep learning system, dubbed HyMNet, which combines fundus images and cardiometabolic risk factors, specifically age and gender, to improve hypertension detection capabilities is introduced, concluding that diabetes is used as a confounding variable for distinguishing hypertensive cases.