Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network

• Towards Artificial Intelligence-Based Decision Support for Large-Scale Screening for Atrial Fibrillation

  2025 IEEE Journal of Biomedical and Health Informatics article Medicine ECG Monitoring and Analysis Open access

  7

  citations
• Clinically interpretable multiclass neural network for discriminating cardiac diseases

  2024 Heliyon article Medicine ECG Monitoring and Analysis Open access

  0

  citations
• A novel deep learning model for a computed tomography diagnosis of coronary plaque erosion

  2023 Scientific Reports article Medicine Cardiac Imaging and Diagnostics Open access

  11

  citations
• Multimodal Large Language Models are Generalist Medical Image Interpreters

  2023 medRxiv preprint Computer Science Multimodal Machine Learning Applications Open access

  17

  citations
• Energy Efficient ECG Classifier Using Smart Lead Switching and Apache TVM

  2023 International Conference on Machine Learning and Applications conference-paper Medicine ECG Monitoring and Analysis

  0

  citations
• PEACE: Private and Energy-Efficient Algorithm for Cardiac Evaluation on the EDGE using Modified Split Learning and Model Quantization

  2023 International Conference on Information and Communication Systems (ICICS) conference-paper Medicine ECG Monitoring and Analysis

  5

  citations
• Training Spiking Neural Networks Using Lessons From Deep Learning

  2023 Proceedings of the IEEE article Engineering Advanced Memory and Neural Computing Open access

  787

  citations
• An Efficient and Private ECG Classification System Using Split and Semi-Supervised Learning

  2023 IEEE Journal of Biomedical and Health Informatics article Medicine ECG Monitoring and Analysis cited by 1 patent

  16

  citations
• Detection of Paroxysmal Atrial Fibrillation from Dynamic ECG Recordings Based on a Deep Learning Model

  2023 Journal of Personalized Medicine article Medicine ECG Monitoring and Analysis Open access

  19

  citations
• Critical appraisal of artificial intelligence-based prediction models for cardiovascular disease

  2022 European Heart Journal article Medicine Artificial Intelligence in Healthcare and Education Open access

  139

  citations
• Detection of Paroxysmal Atrial Fibrillation from Dynamic ECG Recordings Based on a Deep Learning Model

  2022 SSRN Electronic Journal preprint Medicine ECG Monitoring and Analysis Open access

  2

  citations
• Detection of Paroxysmal Atrial Fibrillation from Dynamic ECG Recordings Based on a Deep Learning Model

  2022 SSRN Electronic Journal preprint Medicine ECG Monitoring and Analysis Open access

  1

  citations
• Temporal convolutional autoencoder for unsupervised anomaly detection in time series

  2021 Applied Soft Computing article Computer Science Anomaly Detection Techniques and Applications Open access

  220

  citations
• Future Medical Artificial Intelligence Application Requirements and Expectations of Physicians in German University Hospitals: Web-Based Survey

  2021 Journal of Medical Internet Research article Medicine Artificial Intelligence in Healthcare and Education Open access

  137

  citations
• Future Medical Artificial Intelligence Application Requirements and Expectations of Physicians in German University Hospitals: Web-Based Survey (Preprint)

  2020 preprint Medicine Artificial Intelligence in Healthcare and Education Open access

  2

  citations
• Time to reality check the promises of machine learning-powered precision medicine

  2020 The Lancet Digital Health article Computer Science Machine Learning in Healthcare Open access

  250

  citations
• Low-Cost DNN Hardware Accelerator for Wearable, High-Quality Cardiac Arrythmia Detection

  2020 IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP) conference-paper Medicine ECG Monitoring and Analysis

  24

  citations

17 results