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20212025
most citedResponsible and Regulatory Conform Machine Learning for Medicine: A Survey of Challenges and Solutions

72 citations

10 papers

physics.app-ph2025★ 3 cited

Wireless and passive pressure detection using magneto-mechanical resonances in process engineering

Timo Merbach, Felix Kexel, Jonas Faltinath +4

A custom-developed magneto-mechanical resonator (MMR) for wireless pressure measurement is investigated for potential applications in process engineering. The MMR sensor utilises c…

cs.LG2025★ 23 cited

Humanity's Last Exam

Long Phan, Alice Gatti, Ziwen Han +1168

Benchmarks are important tools for tracking the rapid advancements in large language model (LLM) capabilities. However, benchmarks are not keeping pace in difficulty: LLMs now achi…

physics.med-ph2024★ 15 cited

Characterization of the Clinically Approved MRI Tracer Resotran for Magnetic Particle Imaging in a Comparison Study

Fabian Mohn, Konrad Scheffler, Justin Ackers +7

Objective. The availability of magnetic nanoparticles with medical approval for human intervention is fundamental to the clinical translation of magnetic particle imaging (MPI). In…

cs.CV2024★ 1 cited

Instance Segmentation XXL-CT Challenge of a Historic Airplane

Roland Gruber, Johann Christopher Engster, Markus Michen +4

Instance segmentation of compound objects in XXL-CT imagery poses a unique challenge in non-destructive testing. This complexity arises from the lack of known reference segmentatio…

eess.SP2023★ 5 cited

Resonant Inductive Coupling Network for Human-Sized Magnetic Particle Imaging

Fabian Mohn, Fynn Förger, Florian Thieben +4

In Magnetic Particle Imaging, a field-free region is maneuvered throughout the field of view using a time-varying magnetic field known as the drive-field. Human-sized systems opera…

physics.med-ph2023★ 38 cited

System Characterization of a Human-Sized 3D Real-Time Magnetic Particle Imaging Scanner for Cerebral Applications

Florian Thieben, Fynn Foerger, Fabian Mohn +6

Since the initial patent in 2001, the Magnetic Particle Imaging (MPI) community has been striving to develop an MPI scanner suitable for human applications. Numerous contributions…

physics.med-ph2023★ 6 cited

Saline bolus for negative contrast perfusion imaging in magnetic particle imaging

Fabian Mohn, Miriam Exner, Patryk Szwargulski +3

Objective. Magnetic Particle Imaging (MPI) is capable of high temporal resolution measurements of the spatial distribution of magnetic nanoparticles and therefore well suited for p…

physics.med-ph2021★ 1 cited

Spatial Sensitivity of ECG Electrode Placement

Andra Oltmann, Roman Kusche, Philipp Rostalski

The electrocardiogram (ECG) is a well-known technique used to diagnose cardiac diseases. To acquire the spatial signal characteristics from the thorax, multiple electrodes are comm…

physics.med-ph2021★ 3 cited

A Robust Multi-Channel EMG System for Lower Back and Abdominal Muscles Training

Roman Kusche, Jan Grasshoff, Andra Oltmann +2

EMG is an established method to acquire the action potentials of contracted muscles. Although commercial EMG systems are available and it is one of the most researched biosignals,…

cs.LG2021★ 72 cited

Responsible and Regulatory Conform Machine Learning for Medicine: A Survey of Challenges and Solutions

Eike Petersen, Yannik Potdevin, Esfandiar Mohammadi +8

Machine learning is expected to fuel significant improvements in medical care. To ensure that fundamental principles such as beneficence, respect for human autonomy, prevention of…