Temesgen Mehari

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Backpropagation Algorithm

Neural Network Training

Feature Importance

Top Venues

IEEE J. Biomed. Health Informatics

Comput. Biol. Medicine

Publications

Temesgen Mehari, Ashish Sundar, Alen Bosnjakovic, Peter M. Harris, Steven E. Williams, Axel Loewe, Olaf Dössel, Claudia Nagel, Nils Strodthoff, Philip J. Aston
ECG Feature Importance Rankings: Cardiologists Vs. Algorithms. IEEE J. Biomed. Health Informatics 28 (4) (2024)
Patrick Wagner, Temesgen Mehari, Wilhelm Haverkamp, Nils Strodthoff
Explaining deep learning for ECG analysis: Building blocks for auditing and knowledge discovery. Comput. Biol. Medicine 176 (2024)
Temesgen Mehari, Nils Strodthoff
Towards quantitative precision for ECG analysis: Leveraging state space models, self-supervision and patient metadata. CoRR (2023)
Temesgen Mehari, Nils Strodthoff
Towards Quantitative Precision for ECG Analysis: Leveraging State Space Models, Self-Supervision and Patient Metadata. IEEE J. Biomed. Health Informatics 27 (11) (2023)
Temesgen Mehari, Ashish Sundar, Alen Bosnjakovic, Peter M. Harris, Steven E. Williams, Axel Loewe, Olaf Dössel, Claudia Nagel, Nils Strodthoff, Philip J. Aston
ECG Feature Importance Rankings: Cardiologists vs. Algorithms. CoRR (2023)
Patrick Wagner, Temesgen Mehari, Wilhelm Haverkamp, Nils Strodthoff
Explaining Deep Learning for ECG Analysis: Building Blocks for Auditing and Knowledge Discovery. CoRR (2023)
Temesgen Mehari, Nils Strodthoff
Advancing the State-of-the-Art for ECG Analysis through Structured State Space Models. CoRR (2022)
Temesgen Mehari, Nils Strodthoff
Self-supervised representation learning from 12-lead ECG data. Comput. Biol. Medicine 141 (2022)
Philip J. Aston, Temesgen Mehari, Alen Bosnjakovic, Peter M. Harris, Ashish Sundar, Steven E. Williams, Olaf Dössel, Axel Loewe, Claudia Nagel, Nils Strodthoff
Multi-Class ECG Feature Importance Rankings: Cardiologists vs Algorithms. CinC (2022)
Temesgen Mehari, Nils Strodthoff
Self-supervised representation learning from 12-lead ECG data. CoRR (2021)
Simon Wiedemann, Temesgen Mehari, Kevin Kepp, Wojciech Samek
Dithered backprop: A sparse and quantized backpropagation algorithm for more efficient deep neural network training. CoRR (2020)
Simon Wiedemann, Temesgen Mehari, Kevin Kepp, Wojciech Samek
Dithered backprop: A sparse and quantized backpropagation algorithm for more efficient deep neural network training. CVPR Workshops (2020)