Essays about: "12-lead ECG"

Showing result 1 - 5 of 6 essays containing the words 12-lead ECG.

  1. 1. Self-supervised representation learning from electrocardiogram data for medical applications

    University essay from Lunds universitet/Matematik LTH

    Author : Matilda Andersson; [2023]
    Keywords : Self-supervised learning; Deep learning; Cardiovascular disease; Electrocardiogram; ECG; SimCLR; BYOL; VICReg; Mathematics and Statistics;

    Abstract : Cardiovascular diseases are the leading cause of death worldwide, increasing yearly. However, many abnormalities in heart cycles can be discovered and treated years before the onset of diseases. But in most societies, regular health checkups are a concept reserved for cars, not humans. READ MORE

  3. 2. Deep Learning-Based Risk Prediction of Atrial Fibrillation Using the 12-lead ECG

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Theogene Habineza; [2022]
    Keywords : ;

    Abstract : Atrial fibrillation is one of the most common cardiac arrhythmias that affects millions of people each year worldwide. As studies have shown, there exists a close link between atrial fibrillation (AF) and increased risk of cardiovascular diseases such as stroke and heartfailure. READ MORE

  4. 3. Transfer learning applied to a deep learning system for cardiac abnormality classification in electrocardiograms

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Adrian Campoy Rodriguez; [2022]
    Keywords : Deep Learning; ECG; Wavelet Transform; Scattering Transform; Transfer Learning; Canonical Correlation Analysis; Djupinlärning; EKG; wavelettransform; scatteringtransform; överföringsinlärning; kanonisk korrelationsanalys;

    Abstract : Cardiovascular diseases are a leading cause of death globally. Early diagnosis and treatment is of prime importance to prevent or mitigate health complications. Electrocardiogram (ECG) is a standard test modality used for early diagnosis of arrhythmias. The standard ECG uses 12 leads (i. READ MORE

  5. 4. Wireless electrocardiogram transmission based on ultra wideband radio

    University essay from Uppsala universitet/Signaler och System

    Author : Oskar Flink; [2018]
    Keywords : Ultra wideband; uwb; ekg; ecg; radio; decawave; communication system; IoT; internet of things; android; compare; bluetooth; wifi; IEEE 802.15.4-2011;

    Abstract : Ultra wideband (UWB) communications has been a subject of much discussion over the last decade. The method of UWB has had a hard time to establish itself among other methods such as Bluetooth and WiFi but as internet of things (IoT) gains a foothold in our daily lives, UWB has presented some new application areas. READ MORE

  6. 5. Diagnosis of acute coronary occlusion using computed electrocardiographic imaging based on the 12-lead electrocardiogram, in comparison with ST- elevation myocardial infarction criteria

    University essay from Örebro universitet/Institutionen för hälsovetenskap och medicin

    Author : Mariam Al-Mashat; [2012]
    Keywords : 12-lead ECG; acute coronary occlusion; computed electrocardiographic imaging; maximum positive heart surface potentials; STEMI- criteria; PCI.;

    Abstract : Introduction: Computed electrocardiographic imaging (CEI) is a method that uses ST- segment deviations from the 12-lead electrocardiogram (ECG) and has been tested on a small number of patients.Aim: To extend the testing material of the CEI method and deduce a threshold using ECGs recorded pre- and during acute occlusion. READ MORE