Stephan M. Jonas

Orcid: 0000-0002-3687-6165

Affiliations:
  • Technical University of Munich, Department of Informatics, Germany
  • RWTH Aachen University, Department of Medical Informatics, Germany


According to our database1, Stephan M. Jonas authored at least 50 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2024
PeakSwift: Mobile Detection of R-peaks in Single Lead Electrocardiograms.
SoftwareX, February, 2024

2023
Federated Learning with Swift: An Extension of Flower and Performance Evaluation.
SoftwareX, December, 2023

Towards Preventing Gaps in Health Care Systems through Smartphone Use: Analysis of ARKit for Accurate Measurement of Facial Distances in Different Angles.
Sensors, 2023

Presenting a Statistical Approach for Transforming Standardized German Traffic Surveys into Origin-Destination Matrices.
Proceedings of the IEEE International Conference on Mobility, 2023

Improving GPS-Based Mode of Transport Detection in Multi-Modal Trips using Stop Analysis.
Proceedings of the IEEE International Conference on Mobility, 2023

Attribution-based Personas in Virtual Software Engineering Education.
Proceedings of the 45th IEEE/ACM International Conference on Software Engineering: Software Engineering Education and Training, 2023

TrustNShare: Development of a Blockchain-Based Data Trust Model for Secure and Controlled Health Data Sharing Grounded on Empirical Research.
Proceedings of the Healthcare Transformation with Informatics and Artificial Intelligence, 2023

2022
Analysis of Mobile Typing Characteristics in the Light of Cognition.
Proceedings of the IEEE International Conference on Digital Health, 2022

mBalance: Detect Postural Imbalance with Mobile Devices.
Proceedings of the dHealth 2022, 2022

2021
Tracking of Mental Workload with a Mobile EEG Sensor.
Sensors, 2021

Deep-learning-based multi-class segmentation for automated, non-invasive routine assessment of human pluripotent stem cell culture status.
Comput. Biol. Medicine, 2021

Mobile Motion Tracking for Disease Prevention and Rehabilitation Using Apple ARKit.
Proceedings of the Navigating Healthcare Through Challenging Times - Proceedings of dHealth 2021, 2021

Developing an App for Cardiovascular Prevention and Scientific Data Collection.
Proceedings of the Navigating Healthcare Through Challenging Times - Proceedings of dHealth 2021, 2021

Introducing a Navigation Algorithm for Reducing the Spread of Diseases in Public Transport Networks.
Proceedings of the Navigating Healthcare Through Challenging Times - Proceedings of dHealth 2021, 2021

2020
Sensor Failure Detection in Ambient Assisted Living Using Association Rule Mining.
Sensors, 2020

360-degree Delphi: addressing sociotechnical challenges of healthcare IT.
BMC Medical Informatics Decis. Mak., 2020

Transitioning to a Large-Scale Distributed Programming Course.
Proceedings of the 32nd IEEE Conference on Software Engineering Education and Training, 2020

2019
Correction: Kutafina, E.; Laukamp, D.; Bettermann, R.; Schroeder, U.; Jonas, S.M. Wearable Sensors for eLearning of Manual Tasks: Using Forearm EMG in Hand Hygiene Training. Sensors 2016, 16, 1221.
Sensors, 2019

Recursive neural networks in hospital bed occupancy forecasting.
BMC Medical Informatics Decis. Mak., 2019

A Holistic System for Pre-clinical Diagnosis of Sleep Disorders in the Home Environment.
Proceedings of the 2019 IEEE International Conference on E-health Networking, 2019

Robust Comparison of Simultaneous EEG Recordings Using Kalman Filters and Gaussian Mixture Models.
Proceedings of the dHealth 2019 - From eHealth to dHealth, 2019

Evaluation of Deep Clustering for Diarization of Aphasic Speech.
Proceedings of the dHealth 2019 - From eHealth to dHealth, 2019

2018
The mobile sleep lab app: An open-source framework for mobile sleep assessment based on consumer-grade wearable devices.
Comput. Biol. Medicine, 2018

Automatic Recognition of Epileptiform EEG Abnormalities.
Proceedings of the Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, 2018

Automated Error Detection in Physiotherapy Training.
Proceedings of the Health Informatics Meets eHealth - Biomedical Meets eHealth - From Sensors to Decisions, 2018

2017
Deterioration of R-Wave Detection in Pathology and Noise: A Comprehensive Analysis Using Simultaneous Truth and Performance Level Estimation.
IEEE Trans. Biomed. Eng., 2017

2016
Wearable Sensors for eLearning of Manual Tasks: Using Forearm EMG in Hand Hygiene Training.
Sensors, 2016

Smartphone-based diagnostic for preeclampsia: an mHealth solution for administering the Congo Red Dot (CRD) test in settings with limited resources.
J. Am. Medical Informatics Assoc., 2016

Towards efficient mobile image-guided navigation through removal of outliers.
EURASIP J. Image Video Process., 2016

Feature description with SIFT, SURF, BRIEF, BRISK, or FREAK? A general question answered for bone age assessment.
Comput. Biol. Medicine, 2016

Gamification of Clinical Routine: The Dr. Fill Approach.
Proceedings of the Nursing Informatics 2016 - eHealth for All: Every Level Collaboration, 2016

Low-Cost Wearable for Fatigue and Back-Stress Measurement in Nursing.
Proceedings of the Nursing Informatics 2016 - eHealth for All: Every Level Collaboration, 2016

2015
IMAGO: Image-guided navigation for visually impaired people.
J. Ambient Intell. Smart Environ., 2015

Wearable Sensors in Medical Education: Supporting Hand Hygiene Training with a Forearm EMG.
Proceedings of the pHealth 2015, 2015

Bone age assessment meets SIFT.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

Human wound photogrammetry with low-cost hardware based on automatic calibration of geometry and color.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

Outliers in 3D Point Clouds Applied to Efficient Image-Guided Localization.
Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 2015

Towards Standardized Wound Imaging.
Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 2015

Mobile Imaging and Analytics for Biomedical Data.
Proceedings of the Healthcare Data Analytics., 2015

2014
Quantitative imaging of cilia driven fluid flow and mixing.
PhD thesis, 2014

Simplifying Electronic Data Capture in Clinical Trials: Workflow Embedded Image and Biosignal File Integration and Analysis via Web Services.
J. Digit. Imaging, 2014

Towards quantitative assessment of calciphylaxis.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014

Nicht-lineare Zeitnormierung im Langzeit-EKG.
Proceedings of the Bildverarbeitung für die Medizin 2014, Algorithmen - Systeme, 2014

Urban Positioning Using Smartphone-Based Imaging.
Proceedings of the Bildverarbeitung für die Medizin 2014, Algorithmen - Systeme, 2014

Das Smartphone als bildgebende Modalität.
Proceedings of the Bildverarbeitung für die Medizin 2014, Algorithmen - Systeme, 2014

An ImageJ Plugin for Whole Slide Imaging.
Proceedings of the Bildverarbeitung für die Medizin 2014, Algorithmen - Systeme, 2014

2012
Microfluidic Phenotyping of Cilia-Driven Mixing for the Assessment of Respiratory Diseases.
Proceedings of the Bildverarbeitung für die Medizin 2012 - Algorithmen - Systeme, 2012

2009
Ein OpenSource Framework für iterative Bildsegmentierung mit Grah Cuts.
Proceedings of the Informatiktage 2009, 2009

2008
Data-Mining-Cup 2007.
Inform. Spektrum, 2008

White-space models for offline Arabic handwriting recognition.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008


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