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Julian P. Merkofer

Observed names: J. P. Merkofer, Julian Merkofer, Julian P. Merkofer, Merkofer, Julian, Merkofer, Julian P.
ORCID: 0000-0003-2924-5055
Observed ORCID: 0000-0003-2924-5055
OpenAlex ID: A5088882193
DA-MUSIC: Data-Driven DoA Estimation via Deep Augmented MUSIC Algorithm
2023 · Julian P. Merkofer, Guy Revach, et al. · IEEE Transactions on Vehicular Technology · 149
SubspaceNet: Deep Learning-Aided Subspace Methods for DoA Estimation
2024 · Dor Haim Shmuel, Julian P. Merkofer, et al. · IEEE Transactions on Vehicular Technology · 108
Deep Augmented Music Algorithm for Data-Driven Doa Estimation
2022 · Julian P. Merkofer, Guy Revach, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 51
Deep Root Music Algorithm for Data-Driven Doa Estimation
2023 · Dor H. Shmuel, Julian P. Merkofer, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 41
A review of machine learning applications for the proton MR spectroscopy workflow
2023 · Dennis M. J. van de Sande, Julian P. Merkofer, et al. · Magnetic Resonance in Medicine · 29
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Results of the 2023 ISBI challenge to reduce GABA-edited MRS acquisition time
2024 · Rodrigo Pommot Berto, Hanna Bugler, et al. · Magnetic Resonance Materials in Physics Biology and Medicine · 8
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WAND: Wavelet Analysis‐Based Neural Decomposition of MRS Signals for Artifact Removal
2025 · Julian P. Merkofer, Dennis M. J. van de Sande, et al. · NMR in Biomedicine · 4
Anomalous Change Point Detection Using Probabilistic Predictive Coding
2024 · Hup, Roelof G., Merkofer, Julian P., et al. · TU/e Research Portal · 3
Strategies to Minimize Out-of-Distribution Effects in Data-Driven MRS Quantification
2025 · Merkofer, Julian P., Kaiser, Antonia, et al. · arXiv (Cornell University) · 1
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Preliminary Results from the 2024 MRSI Data Processing and Quantification Challenge
2025 · Brian Soher, John LaMaster, et al. · Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition · 1
A Deep Learning Approach Utilizing Covariance Matrix Analysis for the ISBI Edited MRS Reconstruction Challenge
2023 · Merkofer, Julian P., van de Sande, Dennis M. J., et al. · arXiv (Cornell University) · 1
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Learning Array Signal Topologies as Conditional Neural Manifolds
2026 · Merkofer, Julian P., van de Schaft, Vincent, et al. · arXiv (Cornell University)
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The 2024 MRSI Data Processing and Quantification Challenge Synthetic Dataset
2026 · LaMaster, John T., Merkofer, Julian P., et al. · arXiv (Cornell University)
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The 2024 MRSI Data Processing and Quantification Challenge Synthetic Dataset
2026 · LaMaster, John, Merkofer, Julian P., et al. · Zenodo (CERN European Organization for Nuclear Research)
Code underlying the publication: Anomalous Change Point Detection Using Probabilistic Predictive Coding
2026 · Roelof Hup, Julian Merkofer, et al. · 4TU.ResearchData
Code underlying the publication: Anomalous Change Point Detection Using Probabilistic Predictive Coding
2026 · Roelof Hup, Julian Merkofer, et al. · 4TU.ResearchData
BasisREMY: From MRS Data to Study-Specific Basis Sets via Automated Metadata Extraction and Guided Simulation
2026 · Merkofer, Julian, Siviglia, Alessio, et al. · Lund University Publications (Lund University)
Data-driven Synthesis of Magnetic Resonance Spectroscopy Data using a Variational Autoencoder
2026 · van de Sande, Dennis M. J., Merkofer, Julian P., et al. · arXiv (Cornell University)
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Synthetic Data in MR Spectroscopy: Current Practices, Applications, and Considerations
2026 · LaMaster, John T., Gudmundson, Aaron T., et al. · arXiv (Cornell University)
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A Digital Phantom for MR Spectroscopy Data Simulation
2025 · D. M. J. van de Sande, A. T. Gudmundson, et al. · Magnetic Resonance in Medicine
A Digital Phantom for 3D MR Spectroscopy Data Simulation
2025 · Dennis van de Sande, Aaron Gudmundson, et al. · Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Physics-Informed Sylvester Normalizing Flows for Bayesian Inference in Magnetic Resonance Spectroscopy
2025 · Merkofer, Julian P., van de Sande, Dennis M. J., et al. · arXiv (Cornell University)
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Data-Driven MRS Signal Decomposition Using Wavelet Analysis
2024 · Julian Merkofer, Dennis van de Sande, et al. · Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Assessing Machine Learning Robustness in MRS Quantification: Impact of Training Strategies on Out-of-Distribution Generalization
2024 · Julian Merkofer, Antonia Kaiser, et al. · Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Deep Augmented Music Algorithm for Data-driven Doa Estimation
2024 · Julian P. Merkofer, Guy Revach, et al. · IEEE RESOURCE CENTERS
Works count: 26
Citation count: 396
H-index: 6
I10-index: 5
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