J. Kemnitz

发表

Minimal-Configuration Anomaly Detection for IIoT Sensors pdf

Daniel Schall, Bernhard Haslhofer, Anahid Jalali, 2021, ArXiv.

Thigh muscle and adipose tissue changes during symptomatic and radiographic knee osteoarthritis progression – data from the osteoarthritis initiative

F. Eckstein, J. Kemnitz, W. Wirth, 2018 .

University of Southern Denmark Moderate Physical Activity and Prevention of Cartilage Loss in People With Knee Osteoarthritis

F. Eckstein, C. Kwoh, C. Juhl, 2018 .

Moderate physical activity may prevent cartilage loss in women with knee osteoarthritis: data from the Osteoarthritis Initiative

F. Eckstein, C. Kwoh, C. Juhl, 2018 .

Clinical evaluation of fully automated thigh muscle and adipose tissue segmentation using a U-Net deep learning architecture in context of osteoarthritic knee pain

Christian F. Baumgartner, E. Konukoglu, F. Eckstein, 2019, Magnetic Resonance Materials in Physics, Biology and Medicine.

Accuracy and longitudinal reproducibility of quantitative femorotibial cartilage measures derived from automated U-Net-based segmentation of two different MRI contrasts: data from the osteoarthritis initiative healthy reference cohort

Christian F. Baumgartner, E. Konukoglu, F. Eckstein, 2020, Magnetic Resonance Materials in Physics, Biology and Medicine.

Cohort-based federated learning services for industrial collaboration on the edge

Stefan Schulte, D. Schall, J. Kemnitz, 2022, Journal of Parallel and Distributed Computing.

Detection of Differences in Longitudinal Cartilage Thickness Loss Using a Deep‐Learning Automated Segmentation Algorithm: Data From the Foundation for the National Institutes of Health Biomarkers Study of the Osteoarthritis Initiative

Christian F. Baumgartner, E. Konukoglu, F. Eckstein, 2022, Arthritis Care & Research.

Towards Robust and Transferable IIoT Sensor based Anomaly Classification using Artificial Intelligence pdf

Daniel Schall, Thomas Bierweiler, Jana Kemnitz, 2021, ArXiv.

Autoencoder based Anomaly Detection and Explained Fault Localization in Industrial Cooling Systems

Bernhard Haslhofer, J. Kemnitz, C. Heitzinger, 2022, PHM Society European Conference.

Cohort-based federated learning services for industrial collaboration on the edge

Thomas Hiessl, Stefan Schulte, D. Schall, 2021, J. Parallel Distributed Comput..

Raising Energy Efficiency of High-Head Drinking Water Pumping Schemes in Hilly India – Massive Potential, Complex Challenges

Thomas Grischek, Marcel Spitzner, Jana Kemnitz, 2014 .

Industrial Federated Learning - Requirements and System Design pdf

Daniel Schall, Stefan Schulte, Thomas Hiessl, 2020, PAAMS.

Mesenchymal iron deposition is associated with adverse long‐term outcome in non‐alcoholic fatty liver disease

Sebastian K. Eder, D. Niederseer, C. Datz, 2020, Liver international : official journal of the International Association for the Study of the Liver.

Christian F. Baumgartner, E. Konukoglu, F. Eckstein, 2020, Magnetic Resonance Materials in Physics, Biology and Medicine.

Muscle Function Tests as Supportive Outcome Measures for Performance-Based and Self-Reported Physical Function in Patients With Knee Osteoarthritis: Exploratory Analysis of Baseline Data From a Randomized Trial

J. Kemnitz, S. Skou, M. Wernbom, 2020, Journal of strength and conditioning research.

Validation of an active shape model-based semi-automated segmentation algorithm for the analysis of thigh muscle and adipose tissue cross-sectional areas

Felix Eckstein, Wolfgang Wirth, Jana Kemnitz, 2017, Magnetic Resonance Materials in Physics, Biology and Medicine.

Local MRI-based Measures of Thigh Adipose Tissue derived from Fully Automated Deep Convolutional Neural Network-based Segmentation show a comparable Responsiveness to Bidirectional Change in Body Weight as from Quality Controlled Manual Segmentation.

F. Eckstein, J. Kemnitz, A. Wisser, 2021, Annals of anatomy = Anatomischer Anzeiger : official organ of the Anatomische Gesellschaft.

The role of thigh muscle and adipose tissue in knee osteoarthritis progression in women: data from the Osteoarthritis Initiative.

W. Wirth, J. Kemnitz, F. Eckstein, 2018, Osteoarthritis and cartilage.

Moderate Physical Activity and Prevention of Cartilage Loss in People With Knee Osteoarthritis: Data From the Osteoarthritis Initiative

F. Eckstein, C. Kwoh, C. Juhl, 2019, Arthritis care & research.

Evaluation of Hyperparameter-Optimization Approaches in an Industrial Federated Learning System pdf

Daniel Schall, Clemens Heitzinger, Thomas Hiessl, 2021, ArXiv.

Longitudinal change in thigh muscle strength prior to and concurrent with symptomatic and radiographic knee osteoarthritis progression: data from the Osteoarthritis Initiative.

F. Eckstein, J. Kemnitz, W. Wirth, 2017, Osteoarthritis and cartilage.

Christian F. Baumgartner, E. Konukoglu, F. Eckstein, 2020, Arthritis care & research.

Combining Heterogeneously Labeled Datasets For Training Segmentation Networks pdf

Ender Konukoglu, Felix Eckstein, Christian F. Baumgartner, 2018, MLMI@MICCAI.

Validation of a 3D thigh muscle and adipose tissue segmentation method using statistical shape models

Felix Eckstein, Wolfgang Wirth, J. Kemnitz, 2018 .

Brief Report: Loss of Muscle Strength Prior to Knee Replacement: A Question of Anatomic Cross‐Sectional Area or Specific Strength?

F. Eckstein, J. Kemnitz, W. Wirth, 2018, Arthritis & rheumatology.

Thigh muscle ACSA and specific-strength and knee replacement risk

F. Eckstein, J. Kemnitz, W. Wirth, 2017 .

Agreement and accuracy of fully automated morphometric femorotibial cartilage analysis in radiographic knee osteoarthritis

Christian F. Baumgartner, F. Eckstein, J. Kemnitz, 2023, Osteoarthritis Imaging.

Federated Learning for Predictive Maintenance and Quality Inspection in Industrial Applications

A. Graser, Clemens Heistracher, J. Kemnitz, 2023, 2023 Prognostics and Health Management Conference (PHM).

Transfer Learning Strategies for Anomaly Detection in IoT Vibration Data

Anahid N. Jalali, Clemens Heistracher, Axel Suendermann, 2021, IECON 2021 – 47th Annual Conference of the IEEE Industrial Electronics Society.

Effects of neuromuscular control and strengthening exercises on MRI-measured thigh tissue composition and muscle properties in people with knee osteoarthritis - an exploratory secondary analysis from a randomized controlled trial.

J. Kemnitz, A. Wisser, W. Wirth, 2024, Seminars in arthritis and rheumatism.

Comparison of Clustering Algorithms for Statistical Features of Vibration Data Sets

Safoura Rezapour Lakani, J. Kemnitz, Daniel Schall, 2023, ArXiv.