Stephan M. Jonas

According to our database, Stephan M. Jonas authored at least 53 papers between 2008 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Medicine on the Edge: Comparative Performance Analysis of On-Device LLMs for Clinical Reasoning.

Leon Nissen, Philipp Zagar, Vishnu Ravi, Aydin Zahedivash, Lara Marie Reimer, Stephan M. Jonas, Oliver O. Aalami, Paul Schmiedmayer

CoRR, February, 2025

Disentangled representational learning for anomaly detection in single-lead electrocardiogram signals using variational autoencoder.

Maximilian Kapsecker, Matthias C. Möller, Stephan M. Jonas

Comput. Biol. Medicine, 2025

2024

PeakSwift: Mobile Detection of R-peaks in Single Lead Electrocardiograms.

Maximilian Kapsecker, Nikita Charushnikov, Leon Nissen, Stephan M. Jonas

SoftwareX, February, 2024

KIJANI: Designing a Physical Activity Promoting Collaborative Augmented Reality Game.

Florian Schweizer, Laura Willinger, Renate Oberhoffer-Fritz, Jan Müller, Stephan M. Jonas, Lara Marie Reimer

Proceedings of the dHealth 2024, 2024

2023

Federated Learning with Swift: An Extension of Flower and Performance Evaluation.

Maximilian Kapsecker, Daniel N. Nugraha, Christoph Weinhuber, Nicholas D. Lane, Stephan M. Jonas

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.

Leon Nissen, Julia Hübner, Jens Klinker, Maximilian Kapsecker, Alexander Leube, Max Schneckenburger, Stephan M. Jonas

Sensors, 2023

Presenting a Statistical Approach for Transforming Standardized German Traffic Surveys into Origin-Destination Matrices.

Jens Klinker, Joe Yu, Mariana Avezum-Mercer, Stephan M. Jonas

Proceedings of the IEEE International Conference on Mobility, 2023

Improving GPS-Based Mode of Transport Detection in Multi-Modal Trips using Stop Analysis.

Jens Klinker, Mariana Avezum-Mercer, Stephan M. Jonas

Proceedings of the IEEE International Conference on Mobility, 2023

Attribution-based Personas in Virtual Software Engineering Education.

Klaudia Madhi, Lara Marie Reimer, Stephan M. Jonas

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.

Hamza Maatouk, Sebastian Uschmann, Sven Festag, Tim Schneider, Anna Weber, Ngo Manh Khoi, Sven Bock, Stephan M. Jonas, Cord Spreckelsen, Friederike Klan

Proceedings of the Healthcare Transformation with Informatics and Artificial Intelligence, 2023

2022

Analysis of Mobile Typing Characteristics in the Light of Cognition.

Maximilian Kapsecker, Simon Osterlehner, Stephan M. Jonas

Proceedings of the IEEE International Conference on Digital Health, 2022

mBalance: Detect Postural Imbalance with Mobile Devices.

Céline Madeleine Aldenhoven, Lara Marie Reimer, Stephan M. Jonas

Proceedings of the dHealth 2022, 2022

2021

Tracking of Mental Workload with a Mobile EEG Sensor.

Ekaterina Kutafina, Anne Heiligers, Radomir Popovic, Alexander Brenner, Bernd Hankammer, Stephan M. Jonas, Klaus Mathiak, Jana Zweerings

Sensors, 2021

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

Tobias Piotrowski, Oliver Rippel, Andreas Elanzew, Bastian Nießing, Sebastian Stucken, Sven Jung, Niels König, Simone Haupt, Laura Stappert, Oliver Brüstle, Robert H. Schmitt, Stephan M. Jonas

Comput. Biol. Medicine, 2021

Mobile Motion Tracking for Disease Prevention and Rehabilitation Using Apple ARKit.

Lara Marie Reimer, Severin Weigel, Florian Ehrenstorfer, Malintha Adikari, Wolfgang Birkle, Stephan M. Jonas

Proceedings of the Navigating Healthcare Through Challenging Times - Proceedings of dHealth 2021, 2021

Developing an App for Cardiovascular Prevention and Scientific Data Collection.

Lara Marie Reimer, Fabian Starnecker, Heribert Schunkert, Stephan M. Jonas

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.

Jens Klinker, Mohamed Hechem Selmi, Mariana Avezum, Stephan M. Jonas

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.

Nancy E. ElHady, Stephan M. Jonas, Julien Provost, Veit Senner

Sensors, 2020

360-degree Delphi: addressing sociotechnical challenges of healthcare IT.

Heiko Waldmüller, Cord Spreckelsen, Hannah Rudat, Norbert Krumm, Roman Rolke, Stephan Michael Jonas

BMC Medical Informatics Decis. Mak., 2020

Transitioning to a Large-Scale Distributed Programming Course.

Paul Schmiedmayer, Lara Marie Reimer, Marko Jovanovic, Dominic Henze, Stephan M. Jonas

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.

Ekaterina Kutafina, David Laukamp, Ralf Bettermann, Ulrik Schroeder, Stephan M. Jonas

Sensors, 2019

Recursive neural networks in hospital bed occupancy forecasting.

Ekaterina Kutafina, Istvan Bechtold, Klaus Kabino, Stephan M. Jonas

BMC Medical Informatics Decis. Mak., 2019

A Holistic System for Pre-clinical Diagnosis of Sleep Disorders in the Home Environment.

Marc Haßler, Andreas Burgdorf, André Pomp, Christian Kohlschein, Christina Büsing, Stephan M. Jonas

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.

Niels von Stein, Jonas Schulte-Coerne, Stephan M. Jonas, Ekaterina Kutafina

Proceedings of the dHealth 2019 - From eHealth to dHealth, 2019

Evaluation of Deep Clustering for Diarization of Aphasic Speech.

Daniel Klischies, Christian Kohlschein, Cornelius J. Werner, Stephan M. Jonas

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.

Andreas Burgdorf, Inga Güthe, Marko Jovanovic, Ekaterina Kutafina, Christian Kohlschein, Jó Ágila Bitsch, Stephan M. Jonas

Comput. Biol. Medicine, 2018

Automatic Recognition of Epileptiform EEG Abnormalities.

Alexander Brenner, Ekaterina Kutafina, Stephan M. Jonas

Proceedings of the Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, 2018

Automated Error Detection in Physiotherapy Training.

Marko Jovanovic, Johannes Seiffarth, Ekaterina Kutafina, Stephan M. Jonas

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.

Muhammad Kashif, Stephan M. Jonas, Thomas M. Deserno

IEEE Trans. Biomed. Eng., 2017

2016

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

Ekaterina Kutafina, David Laukamp, Ralf Bettermann, Ulrik Schroeder, Stephan M. Jonas

Sensors, 2016

Smartphone-based diagnostic for preeclampsia: an mHealth solution for administering the Congo Red Dot (CRD) test in settings with limited resources.

Stephan M. Jonas, Thomas Martin Deserno, Catalin Sorin Buhimschi, Jennifer Makin, Michael A. Choma, Irina Alexandra Buhimschi

J. Am. Medical Informatics Assoc., 2016

Towards efficient mobile image-guided navigation through removal of outliers.

Ekaterina Sirazitdinova, Stephan M. Jonas, Jan Lensen, Deyvid Kochanov, Richard Houben, Hans Slijp, Thomas M. Deserno

EURASIP J. Image Video Process., 2016

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

Muhammad Kashif, Thomas Martin Deserno, Daniel Haak, Stephan M. Jonas

Comput. Biol. Medicine, 2016

Gamification of Clinical Routine: The Dr. Fill Approach.

Mark Bukowski, Martin Kühn, Xiaoqing Zhao, Ralf Bettermann, Stephan M. Jonas

Proceedings of the Nursing Informatics 2016 - eHealth for All: Every Level Collaboration, 2016

Low-Cost Wearable for Fatigue and Back-Stress Measurement in Nursing.

Halim I. Baquapuri, Ali Wajdan, Ekaterina Kutafina, Berno J. E. Misgeld, Stephan M. Jonas

Proceedings of the Nursing Informatics 2016 - eHealth for All: Every Level Collaboration, 2016

2015

IMAGO: Image-guided navigation for visually impaired people.

Stephan M. Jonas, Ekaterina Sirazitdinova, Jan Lensen, Deyvid Kochanov, Humaam Mayzek, Tjeu de Heus, Richard Houben, Hans Slijp, Thomas Martin Deserno

J. Ambient Intell. Smart Environ., 2015

Wearable Sensors in Medical Education: Supporting Hand Hygiene Training with a Forearm EMG.

Ekaterina Kutafina, David Laukamp, Stephan M. Jonas

Proceedings of the pHealth 2015, 2015

Bone age assessment meets SIFT.

Muhammad Kashif, Stephan M. Jonas, Daniel Haak, Thomas M. Deserno

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.

Abin Jose, Daniel Haak, Stephan M. Jonas, Vincent Brandenburg, Thomas M. Deserno

Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

Outliers in 3D Point Clouds Applied to Efficient Image-Guided Localization.

Ekaterina Sirazitdinova, Stephan M. Jonas, Deyvid Kochanov, Jan Lensen, Richard Houben, Hans Slijp, Thomas Martin Deserno

Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 2015

Towards Standardized Wound Imaging.

Abin Jose, Daniel Haak, Stephan M. Jonas, Vincent Brandenburg, Thomas Martin Deserno

Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 2015

Mobile Imaging and Analytics for Biomedical Data.

Stephan M. Jonas, Thomas Martin Deserno

Proceedings of the Healthcare Data Analytics., 2015

2014

Quantitative imaging of cilia driven fluid flow and mixing.

Stephan M. Jonas

PhD thesis, 2014

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

Daniel Haak, Christian Samsel, Johan Gehlen, Stephan M. Jonas, Thomas Martin Deserno

J. Digit. Imaging, 2014

Towards quantitative assessment of calciphylaxis.

Thomas M. Deserno, István Sárándi, Abin Jose, Daniel Haak, Stephan M. Jonas, Paula Specht, Vincent Brandenburg

Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, San Diego, 2014

Nicht-lineare Zeitnormierung im Langzeit-EKG.

Malte Sartor, Stephan M. Jonas, Tobias Wartzek, Steffen Leonhardt, Christoph Wanner, Nikolaus Marx, Thomas Martin Deserno

Proceedings of the Bildverarbeitung für die Medizin 2014, Algorithmen - Systeme, 2014

Urban Positioning Using Smartphone-Based Imaging.

Deyvid Kochanov, Stephan M. Jonas, Nader Hamadeh, Ercan Yalvac, Hans Slijp, Thomas Martin Deserno

Proceedings of the Bildverarbeitung für die Medizin 2014, Algorithmen - Systeme, 2014

Das Smartphone als bildgebende Modalität.

Stephan M. Jonas

Proceedings of the Bildverarbeitung für die Medizin 2014, Algorithmen - Systeme, 2014

An ImageJ Plugin for Whole Slide Imaging.

Daniel Haak, Yusuf Z. Filmwala, Eric Heder, Stephan M. Jonas, Peter Boor, Thomas Martin Deserno

Proceedings of the Bildverarbeitung für die Medizin 2014, Algorithmen - Systeme, 2014

2012

Microfluidic Phenotyping of Cilia-Driven Mixing for the Assessment of Respiratory Diseases.

Stephan M. Jonas, Engin Deniz, Mustafa K. Khokha, Thomas Martin Deserno, Michael A. Choma

Proceedings of the Bildverarbeitung für die Medizin 2012 - Algorithmen - Systeme, 2012

2009

Ein OpenSource Framework für iterative Bildsegmentierung mit Grah Cuts.

Stephan M. Jonas

Proceedings of the Informatiktage 2009, 2009

2008

Data-Mining-Cup 2007.

Christian Buck, Tobias Gass, Andreas Hannig, Jan Hendrik Hosang, Stephan M. Jonas, Jan-Thorsten Peter, Pascal Steingrube, Jan Henrik Ziegeldorf

Inform. Spektrum, 2008

White-space models for offline Arabic handwriting recognition.

Philippe Dreuw, Stephan M. Jonas, Hermann Ney

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008