PTB-XL, a large publicly available electrocardiography dataset P Wagner, N Strodthoff, RD Bousseljot, D Kreiseler, FI Lunze, W Samek, ... Scientific data 7 (1), 1-15, 2020 | 860 | 2020 |
Deep learning for ECG analysis: Benchmarks and insights from PTB-XL N Strodthoff, P Wagner, T Schaeffter, W Samek IEEE journal of biomedical and health informatics 25 (5), 1519-1528, 2020 | 337 | 2020 |
Chiral symmetry breaking in continuum QCD M Mitter, JM Pawlowski, N Strodthoff Physical Review D 91 (5), 054035, 2015 | 263 | 2015 |
Landau gauge Yang-Mills correlation functions AK Cyrol, L Fister, M Mitter, JM Pawlowski, N Strodthoff Physical Review D 94 (5), 054005, 2016 | 249 | 2016 |
Nonperturbative quark, gluon, and meson correlators of unquenched QCD AK Cyrol, M Mitter, JM Pawlowski, N Strodthoff Physical Review D 97 (5), 054006, 2018 | 223 | 2018 |
Detecting and interpreting myocardial infarction using fully convolutional neural networks N Strodthoff, C Strodthoff Physiological measurement 40 (1), 2018 | 220 | 2018 |
UDSMProt: universal deep sequence models for protein classification N Strodthoff, P Wagner, M Wenzel, W Samek Bioinformatics 36 (8), 2401-2409, 2020 | 196 | 2020 |
Diffusion-based time series imputation and forecasting with structured state space models JL Alcaraz, N Strodthoff Transactions on Machine Learning Research, https://openreview.net/forum?id …, 2023 | 175* | 2023 |
Quark-meson-diquark model for two-color QCD N Strodthoff, BJ Schaefer, L von Smekal Physical Review D—Particles, Fields, Gravitation, and Cosmology 85 (7), 074007, 2012 | 143 | 2012 |
Spectral functions for the quark-meson model phase diagram from the functional renormalization group RA Tripolt, N Strodthoff, L von Smekal, J Wambach Physical Review D 89 (3), 034010, 2014 | 140 | 2014 |
Self-supervised representation learning from 12-lead ECG data T Mehari, N Strodthoff Computers in biology and medicine 141, 105114, 2022 | 138 | 2022 |
Transport coefficients in Yang-Mills theory and QCD N Christiansen, M Haas, JM Pawlowski, N Strodthoff Physical Review Letters 115 (11), 112002, 2015 | 131 | 2015 |
Fluctuations in the quark-meson model for QCD with isospin chemical potential K Kamikado, N Strodthoff, L von Smekal, J Wambach Physics Letters B 718 (3), 1044-1053, 2013 | 122 | 2013 |
Real time correlation functions and the functional renormalization group JM Pawlowski, N Strodthoff Physical Review D 92 (9), 094009, 2015 | 118 | 2015 |
Asymptotically unbiased estimation of physical observables with neural samplers KA Nicoli, S Nakajima, N Strodthoff, W Samek, KR Müller, P Kessel Physical Review E 101 (2), 023304, 2020 | 114 | 2020 |
FormTracer. A mathematica tracing package using FORM AK Cyrol, M Mitter, N Strodthoff Computer Physics Communications 219, 346-352, 2017 | 89 | 2017 |
Real-time correlation functions in the O(N) model from the functional renormalization group K Kamikado, N Strodthoff, L von Smekal, J Wambach The European Physical Journal C 74 (3), 2806, 2014 | 82 | 2014 |
Enhanced machine learning techniques for early HARQ feedback prediction in 5G N Strodthoff, B Göktepe, T Schierl, C Hellge, W Samek IEEE Journal on Selected Areas in Communications 37 (11), 2573-2587, 2019 | 80 | 2019 |
Towards quantitative precision in the chiral crossover: masses and fluctuation scales AJ Helmboldt, JM Pawlowski, N Strodthoff Physical Review D 91 (5), 054010, 2015 | 72 | 2015 |
Nonperturbative finite-temperature Yang-Mills theory AK Cyrol, M Mitter, JM Pawlowski, N Strodthoff Physical Review D 97 (5), 054015, 2018 | 71 | 2018 |