Issue Date | Title | Author(s) |
1-Sep-2021 | Abstract ESAO 2021: H46 - Wavelet Transform and Nonlinear SVM for Cardiac Arrhythmia Classification | Cretu, I; Tindale, A; Abbod, M; Meng, H; Balachandran, W; Mason, M; Khir, AW |
24-May-2023 | Classification of arrhythmias using an LSTM- and GAN-based approach to ECG signal augmentation | Cretu, I; Tindale, A; Abbod, M; Balachandran, W; Mason, M; Khir, AW; Meng, H |
12-Mar-2024 | A comparison of different methods to maximise signal extraction when using central venous pressure to optimise atrioventricular delay after cardiac surgery | Cretu, I; Tindale, A; Abbod, M; Balachandran, W; Khir, AW; Meng, H |
13-Jun-2023 | Complete revascularization is associated with higher mortality in patients with ST-elevation myocardial infarction, multi-vessel disease and shock defined by hyperlactataemia: results from the Harefield Shock Registry incorporating explainable machine learning | Tindale, A; Cretu, I; Meng, H; Panoulas, V |
10-Jul-2023 | Implementation of Deep Learning Models on an SoC-FPGA Device for Real-Time Music Genre Classification | Faizan, M; Intzes, I; Cretu, I; Meng, H |
3-Aug-2023 | Multimodal Arrhythmia Classification Using Deep Neural Networks | Cretu, I; Tindale, A; Abbod, M; Khir, A; Balachandran, W; Meng, H |
23-Oct-2023 | Reliable Multimodal Heartbeat Classification using Deep Neural Networks | Cretu, I; Tindale, A; Abbod, M; Khir, A; Balachandran, W; Meng, H |
23-Aug-2024 | Synthesis of Multimodal Cardiological Signals using a Conditional Wasserstein Generative Adversarial Network | Cretu, I; Tindale, A; Balachandran, W; Abbod, M; Khir, AW; Meng, H |
11-Jul-2022 | Techniques to aid prediction of pacing dependence at 30 days in patients requiring pacemaker implantation after cardiac surgery | Cretu, I; Tindale, A; Abbod, M; Khir, A; Mason, M; Balachandran, W; Meng, H |