Justus Schock

发表

Seeing Beyond Morphology-Standardized Stress MRI to Assess Human Knee Joint Instability

C. Kuhl, A. Prescher, S. Nebelung, 2021, Diagnostics.

An MRI-compatible varus–valgus loading device for whole-knee joint functionality assessment based on compartmental compression: a proof-of-concept study

Christiane Kuhl, Johannes Thüring, Daniel Truhn, 2020, Magnetic Resonance Materials in Physics, Biology and Medicine.

Comprehensive Assessment of Medial Knee Joint Instability by Valgus Stress MRI

C. Kuhl, A. Prescher, S. Nebelung, 2021, Diagnostics.

Automated Analysis of Alignment in Long-Leg Radiographs by Using a Fully Automated Support System Based on Artificial Intelligence.

C. Kuhl, S. Nebelung, D. Merhof, 2021, Radiology. Artificial intelligence.

The MRI posterior drawer test to assess posterior cruciate ligament functionality and knee joint laxity

S. Caspers, G. Antoch, S. Nebelung, 2021, Scientific Reports.

batchgenerators - a python framework for data augmentation

Sebastian J. Wirkert, Simon A. A. Kohl, Paul F. Jäger, 2020 .

Varus stress MRI in the refined assessment of the posterolateral corner of the knee joint

A. Prescher, S. Nebelung, D. Truhn, 2022, Scientific Reports.

Artificial intelligence-based automatic assessment of lower limb torsion on MRI

C. Kuhl, S. Nebelung, D. Merhof, 2021, Scientific Reports.

TorchMetrics - Measuring Reproducibility in PyTorch

Luca Di Liello, William Falcon, Maxim Grechkin, 2022, J. Open Source Softw..

Magnetic resonance imaging of human knee joint functionality under variable compressive in-situ loading and axis alignment.

C. Kuhl, F. Eckstein, J. Eschweiler, 2020, Journal of the mechanical behavior of biomedical materials.

Longitudinal T2 Mapping and Texture Feature Analysis in the Detection and Monitoring of Experimental Post-Traumatic Cartilage Degeneration

C. Kuhl, S. Nebelung, D. Truhn, 2021, Life.

A self-supervised, physics-aware, Bayesian neural network architecture for modelling galaxy emission-line kinematics

James M. Dawson, T. Davis, E. Gomez, 2021, Monthly Notices of the Royal Astronomical Society.

In–Situ Cartilage Functionality Assessment Based on Advanced MRI Techniques and Precise Compartmental Knee Joint Loading through Varus and Valgus Stress

C. Kuhl, A. Prescher, S. Nebelung, 2021, Diagnostics.

No pressure, no diamonds? - Static vs. dynamic compressive in-situ loading to evaluate human articular cartilage functionality by functional MRI.

C. Kuhl, K. Linka, S. Nebelung, 2021, Journal of the mechanical behavior of biomedical materials.

Identifying the Imaging Correlates of Cartilage Functionality Based on Quantitative MRI Mapping - The Collagenase Exposure Model.

C. Kuhl, S. Nebelung, D. Truhn, 2020, Acta biomaterialia.

A serial multiparametric quantitative magnetic resonance imaging study to assess proteoglycan depletion of human articular cartilage and its effects on functionality

C. Kuhl, K. Linka, S. Nebelung, 2020, Scientific Reports.

An MRI-compatible varus–valgus loading device for whole-knee joint functionality assessment based on compartmental compression: a proof-of-concept study

C. Kuhl, S. Nebelung, D. Truhn, 2020, Magnetic Resonance Materials in Physics, Biology and Medicine.

A combined modular system for face detection, head pose estimation, face tracking and emotion recognition in thermal infrared images

Dorit Merhof, Justus Schock, Marcin Kopaczka, 2018, 2018 IEEE International Conference on Imaging Systems and Techniques (IST).

Micro- and Macroscale Assessment of Posterior Cruciate Ligament Functionality Based on Advanced MRI Techniques

G. Antoch, S. Nebelung, D. Abrar, 2021, Diagnostics.

A Thermal Infrared Face Database With Facial Landmarks and Emotion Labels

Dorit Merhof, Justus Schock, Marcin Kopaczka, 2019, IEEE Transactions on Instrumentation and Measurement.

Deep Learning-Based Post-Processing of Real-Time MRI to Assess and Quantify Dynamic Wrist Movement in Health and Disease

J. Frahm, A. Müller-Lutz, G. Antoch, 2021, Diagnostics.

A Modular System for Detection, Tracking and Analysis of Human Faces in Thermal Infrared Recordings †

Dorit Merhof, Justus Schock, Marcin Kopaczka, 2019, Sensors.

Radiomic Feature Stability Analysis Based on Probabilistic Segmentations

D. Merhof, D. Truhn, Christoph Haarburger, 2019, 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI).

Reliability as a Precondition for Trust—Segmentation Reliability Analysis of Radiomic Features Improves Survival Prediction

S. Nebelung, D. Truhn, Firas Khader, 2022, Diagnostics.

Probabilistic Image Diversification to Improve Segmentation in 3D Microscopy Image Data

J. Stegmaier, Justus Schock, D. Eschweiler, 2022, SASHIMI@MICCAI.

Fast, Accurate, and Robust T2 Mapping of Articular Cartilage by Neural Networks

A. Prescher, S. Nebelung, D. Truhn, 2022, Diagnostics.

Assessment of Laboratory Mouse Activity in Video Recordings Using Deep Learning Methods

Dorit Merhof, René Tolba, Justus Schock, 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Introducing CNN-Based Mouse Grim Scale Analysis for Fully Automated Image-Based Assessment of Distress in Laboratory Mice

Justus Schock, Marcin Kopaczka, Lisa Ernst, 2018, VCBM@MICCAI.

Getting Cartilage Thickness Measurements Right: A Systematic Inter-Method Comparison Using MRI Data from the Osteoarthritis Initiative

S. Nebelung, D. Truhn, T. Nolte, 2023, Cartilage.

A Method for Semantic Knee Bone and Cartilage Segmentation with Deep 3D Shape Fitting Using Data from the Osteoarthritis Initiative

Dorit Merhof, Justus Schock, Jie Huang, 2020, ShapeMI@MICCAI.