Philip Hempel

According to our database, Philip Hempel authored at least 8 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

xGNN4MI: explainability of graph neural networks in 12-lead electrocardiography for cardiovascular disease classification.

Miriam Cindy Maurer, Philip Hempel, Kristin Elisabeth Steinhaus, Hryhorii Chereda, Marcus Vollmer, Dagmar Krefting, Nicolai Spicher, Anne-Christin Hauschild

npj Digit. Medicine, 2026

2025

Explainable AI associates ECG aging effects with increased cardiovascular risk in a longitudinal population study.

Philip Hempel, Antônio H. Ribeiro, Marcus Vollmer, Theresa Bender, Marcus Dörr, Dagmar Krefting, Nicolai Spicher

npj Digit. Medicine, 2025

2024

Explainable Artificial Intelligence on Biosignals for Clinical Decision Support.

Miriam Cindy Maurer, Jacqueline Michelle Metsch, Philip Hempel, Theresa Bender, Nicolai Spicher, Anne-Christin Hauschild

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Enhancing explainability in ECG analysis through evidence-based AI interpretability.

Philip Hempel, Theresa Bender, Nicolai Spicher

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

2023

Benchmarking the Impact of Noise on Deep Learning-Based Classification of Atrial Fibrillation in 12-Lead ECG.

Theresa Bender, Philip Gemke, Ennio Idrobo-Ávila, Henning Dathe, Dagmar Krefting, Nicolai Spicher

Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

Fusion of Features with Neural Networks for Prediction of Secondary Neurological Outcome After Cardiac Arrest.

Philip Hempel, Philip Zaschke, Miriam Goldammer, Nicolai Spicher

Proceedings of the Computing in Cardiology, 2023

Quantifying Alterations Over Time in ST-Segment/T-Wave Amplitudes During Elective Percutaneous Coronary Intervention.

Philip Hempel, Theresa Bender, Ennio Idrobo-Ávila, Henning Dathe, Dagmar Krefting, Tim Kacprowski, Nicolai Spicher

Proceedings of the Computing in Cardiology, 2023

2022

An LSTM-based Listener for Early Detection of Heart Disease.

Philip Gemke, Nicolai Spicher, Tim Kacprowski

Proceedings of the Computing in Cardiology, 2022