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Stephan M. Jonas

Stephan Michael Jonas

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

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2014
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Stephan M. Jonas:
Quantitative imaging of cilia driven fluid flow and mixing. RWTH Aachen University, 2014, pp. 1-17

Journal Articles

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2024
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Maximilian Kapsecker, Nikita Charushnikov, Leon Nissen, Stephan M. Jonas:
PeakSwift: Mobile Detection of R-peaks in Single Lead Electrocardiograms. SoftwareX 25: 101608 (2024)
2023
[j17]
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Leon Nissen, Julia Hübner, Jens Klinker, Maximilian Kapsecker, Alexander Leube, Max Schneckenburger, Stephan M. Jonas:
Towards Preventing Gaps in Health Care Systems through Smartphone Use: Analysis of ARKit for Accurate Measurement of Facial Distances in Different Angles. Sensors 23(9): 4486 (2023)
[j16]
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Maximilian Kapsecker, Daniel N. Nugraha, Christoph Weinhuber, Nicholas D. Lane, Stephan M. Jonas:
Federated Learning with Swift: An Extension of Flower and Performance Evaluation. SoftwareX 24: 101533 (2023)
2021
[j15]
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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:
Deep-learning-based multi-class segmentation for automated, non-invasive routine assessment of human pluripotent stem cell culture status. Comput. Biol. Medicine 129: 104172 (2021)
[j14]
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Ekaterina Kutafina, Anne Heiligers, Radomir Popovic, Alexander Brenner, Bernd Hankammer, Stephan M. Jonas, Klaus Mathiak, Jana Zweerings:
Tracking of Mental Workload with a Mobile EEG Sensor. Sensors 21(15): 5205 (2021)
2020
[j13]
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Heiko Waldmüller, Cord Spreckelsen, Hannah Rudat, Norbert Krumm, Roman Rolke, Stephan Michael Jonas:
360-degree Delphi: addressing sociotechnical challenges of healthcare IT. BMC Medical Informatics Decis. Mak. 20(1): 101 (2020)
[j12]
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Nancy E. ElHady, Stephan M. Jonas, Julien Provost, Veit Senner:
Sensor Failure Detection in Ambient Assisted Living Using Association Rule Mining. Sensors 20(23): 6760 (2020)
2019
[j11]
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Ekaterina Kutafina, Istvan Bechtold, Klaus Kabino, Stephan M. Jonas:
Recursive neural networks in hospital bed occupancy forecasting. BMC Medical Informatics Decis. Mak. 19(1): 39:1-39:10 (2019)
[j10]
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Ekaterina Kutafina, David Laukamp, Ralf Bettermann, Ulrik Schroeder, Stephan M. Jonas:
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 19(21): 4792 (2019)
2018
[j9]
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Andreas Burgdorf, Inga Güthe, Marko Jovanovic, Ekaterina Kutafina, Christian Kohlschein, Jó Ágila Bitsch, Stephan M. Jonas:
The mobile sleep lab app: An open-source framework for mobile sleep assessment based on consumer-grade wearable devices. Comput. Biol. Medicine 103: 8-16 (2018)
2017
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Muhammad Kashif, Stephan M. Jonas, Thomas M. Deserno:
Deterioration of R-Wave Detection in Pathology and Noise: A Comprehensive Analysis Using Simultaneous Truth and Performance Level Estimation. IEEE Trans. Biomed. Eng. 64(9): 2163-2175 (2017)
2016
[j7]
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Muhammad Kashif, Thomas Martin Deserno, Daniel Haak, Stephan M. Jonas:
Feature description with SIFT, SURF, BRIEF, BRISK, or FREAK? A general question answered for bone age assessment. Comput. Biol. Medicine 68: 67-75 (2016)
[j6]
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Ekaterina Sirazitdinova, Stephan M. Jonas, Jan Lensen, Deyvid Kochanov, Richard Houben, Hans Slijp, Thomas M. Deserno:
Towards efficient mobile image-guided navigation through removal of outliers. EURASIP J. Image Video Process. 2016: 43 (2016)
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Stephan M. Jonas, Thomas Martin Deserno, Catalin Sorin Buhimschi, Jennifer Makin, Michael A. Choma, Irina Alexandra Buhimschi:
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. 23(1): 166-173 (2016)
[j4]
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Ekaterina Kutafina, David Laukamp, Ralf Bettermann, Ulrik Schroeder, Stephan M. Jonas:
Wearable Sensors for eLearning of Manual Tasks: Using Forearm EMG in Hand Hygiene Training. Sensors 16(8): 1221 (2016)
2015
[j3]
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Stephan M. Jonas, Ekaterina Sirazitdinova, Jan Lensen, Deyvid Kochanov, Humaam Mayzek, Tjeu de Heus, Richard Houben, Hans Slijp, Thomas Martin Deserno:
IMAGO: Image-guided navigation for visually impaired people. J. Ambient Intell. Smart Environ. 7(5): 679-692 (2015)
2014
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Daniel Haak, Christian Samsel, Johan Gehlen, Stephan M. Jonas, Thomas Martin Deserno:
Simplifying Electronic Data Capture in Clinical Trials: Workflow Embedded Image and Biosignal File Integration and Analysis via Web Services. J. Digit. Imaging 27(5): 571-580 (2014)
2008
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Christian Buck, Tobias Gass, Andreas Hannig, Jan Hendrik Hosang, Stephan M. Jonas, Jan-Thorsten Peter, Pascal Steingrube, Jan Henrik Ziegeldorf:
Data-Mining-Cup 2007. Inform. Spektrum 31(6): 591-599 (2008)

Conference and Workshop Papers

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2024
[c32]
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Florian Schweizer, Laura Willinger, Renate Oberhoffer-Fritz, Jan Müller, Stephan M. Jonas, Lara Marie Reimer:
KIJANI: Designing a Physical Activity Promoting Collaborative Augmented Reality Game. dHealth 2024: 113-120
2023
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Hamza Maatouk, Sebastian Uschmann, Sven Festag, Tim Schneider, Anna Weber, Ngo Manh Khoi, Sven Bock, Stephan M. Jonas, Cord Spreckelsen, Friederike Klan:
TrustNShare: Development of a Blockchain-Based Data Trust Model for Secure and Controlled Health Data Sharing Grounded on Empirical Research. ICIMTH 2023: 238-239
[c30]
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Klaudia Madhi, Lara Marie Reimer, Stephan M. Jonas:
Attribution-based Personas in Virtual Software Engineering Education. SEET@ICSE 2023: 235-246
[c29]
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Jens Klinker, Mariana Avezum-Mercer, Stephan M. Jonas:
Improving GPS-Based Mode of Transport Detection in Multi-Modal Trips using Stop Analysis. MOST 2023: 142-151
[c28]
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Jens Klinker, Joe Yu, Mariana Avezum-Mercer, Stephan M. Jonas:
Presenting a Statistical Approach for Transforming Standardized German Traffic Surveys into Origin-Destination Matrices. MOST 2023: 177-186
2022
[c27]
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Céline Madeleine Aldenhoven, Lara Marie Reimer, Stephan M. Jonas:
mBalance: Detect Postural Imbalance with Mobile Devices. dHealth 2022: 30-38
[c26]
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Maximilian Kapsecker, Simon Osterlehner, Stephan M. Jonas:
Analysis of Mobile Typing Characteristics in the Light of Cognition. ICDH 2022: 87-95
2021
[c25]
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Lara Marie Reimer, Severin Weigel, Florian Ehrenstorfer, Malintha Adikari, Wolfgang Birkle, Stephan M. Jonas:
Mobile Motion Tracking for Disease Prevention and Rehabilitation Using Apple ARKit. dHealth 2021: 78-86
[c24]
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Lara Marie Reimer, Fabian Starnecker, Heribert Schunkert, Stephan M. Jonas:
Developing an App for Cardiovascular Prevention and Scientific Data Collection. dHealth 2021: 103-104
[c23]
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Jens Klinker, Mohamed Hechem Selmi, Mariana Avezum, Stephan M. Jonas:
Introducing a Navigation Algorithm for Reducing the Spread of Diseases in Public Transport Networks. dHealth 2021: 113-121
2020
[c22]
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Paul Schmiedmayer, Lara Marie Reimer, Marko Jovanovic, Dominic Henze, Stephan M. Jonas:
Transitioning to a Large-Scale Distributed Programming Course. CSEE&T 2020: 1-6
2019
[c21]
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Daniel Klischies, Christian Kohlschein, Cornelius J. Werner, Stephan M. Jonas:
Evaluation of Deep Clustering for Diarization of Aphasic Speech. dHealth 2019: 81-88
[c20]
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Niels von Stein, Jonas Schulte-Coerne, Stephan M. Jonas, Ekaterina Kutafina:
Robust Comparison of Simultaneous EEG Recordings Using Kalman Filters and Gaussian Mixture Models. dHealth 2019: 113-120
[c19]
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Marc Haßler, Andreas Burgdorf, André Pomp, Christian Kohlschein, Christina Büsing, Stephan M. Jonas:
A Holistic System for Pre-clinical Diagnosis of Sleep Disorders in the Home Environment. HealthCom 2019: 1-4
2018
[c18]
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Marko Jovanovic, Johannes Seiffarth, Ekaterina Kutafina, Stephan M. Jonas:
Automated Error Detection in Physiotherapy Training. eHealth 2018: 164-171
[c17]
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Alexander Brenner, Ekaterina Kutafina, Stephan M. Jonas:
Automatic Recognition of Epileptiform EEG Abnormalities. MIE 2018: 171-175
2016
[c16]
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Mark Bukowski, Martin Kühn, Xiaoqing Zhao, Ralf Bettermann, Stephan M. Jonas:
Gamification of Clinical Routine: The Dr. Fill Approach. Nursing Informatics 2016: 262-266
[c15]
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Halim I. Baquapuri, Ali Wajdan, Ekaterina Kutafina, Berno J. E. Misgeld, Stephan M. Jonas:
Low-Cost Wearable for Fatigue and Back-Stress Measurement in Nursing. Nursing Informatics 2016: 372-376
[c14]
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Mark Bukowski, Martin Kühn, Xiaoqing Zhao, Ralf Bettermann, Stephan M. Jonas:
Gamification of Clinical Routine: The Dr. Fill Approach. Nursing Informatics 2016: 629-630
2015
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Ekaterina Sirazitdinova, Stephan M. Jonas, Deyvid Kochanov, Jan Lensen, Richard Houben, Hans Slijp, Thomas Martin Deserno:
Outliers in 3D Point Clouds Applied to Efficient Image-Guided Localization. Bildverarbeitung für die Medizin 2015: 197-202
[c12]
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Abin Jose, Daniel Haak, Stephan M. Jonas, Vincent Brandenburg, Thomas Martin Deserno:
Towards Standardized Wound Imaging. Bildverarbeitung für die Medizin 2015: 269-274
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Abin Jose, Daniel Haak, Stephan M. Jonas, Vincent Brandenburg, Thomas M. Deserno:
Human wound photogrammetry with low-cost hardware based on automatic calibration of geometry and color. Medical Imaging: Computer-Aided Diagnosis 2015: 94143J
[c10]
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Muhammad Kashif, Stephan M. Jonas, Daniel Haak, Thomas M. Deserno:
Bone age assessment meets SIFT. Medical Imaging: Computer-Aided Diagnosis 2015: 941439
[c9]
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Ekaterina Kutafina, David Laukamp, Stephan M. Jonas:
Wearable Sensors in Medical Education: Supporting Hand Hygiene Training with a Forearm EMG. pHealth 2015: 286-291
2014
[c8]
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Stephan M. Jonas:
Das Smartphone als bildgebende Modalität. Bildverarbeitung für die Medizin 2014: 4
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Deyvid Kochanov, Stephan M. Jonas, Nader Hamadeh, Ercan Yalvac, Hans Slijp, Thomas Martin Deserno:
Urban Positioning Using Smartphone-Based Imaging. Bildverarbeitung für die Medizin 2014: 186-191
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Malte Sartor, Stephan M. Jonas, Tobias Wartzek, Steffen Leonhardt, Christoph Wanner, Nikolaus Marx, Thomas Martin Deserno:
Nicht-lineare Zeitnormierung im Langzeit-EKG. Bildverarbeitung für die Medizin 2014: 300-305
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Daniel Haak, Yusuf Z. Filmwala, Eric Heder, Stephan M. Jonas, Peter Boor, Thomas Martin Deserno:
An ImageJ Plugin for Whole Slide Imaging. Bildverarbeitung für die Medizin 2014: 415-420
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Thomas M. Deserno, István Sárándi, Abin Jose, Daniel Haak, Stephan M. Jonas, Paula Specht, Vincent Brandenburg:
Towards quantitative assessment of calciphylaxis. Medical Imaging: Computer-Aided Diagnosis 2014: 90353C
2012
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Stephan M. Jonas, Engin Deniz, Mustafa K. Khokha, Thomas Martin Deserno, Michael A. Choma:
Microfluidic Phenotyping of Cilia-Driven Mixing for the Assessment of Respiratory Diseases. Bildverarbeitung für die Medizin 2012: 135-140
2009
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Stephan M. Jonas:
Ein OpenSource Framework für iterative Bildsegmentierung mit Grah Cuts. Informatiktage 2009: 227-230
2008
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Philippe Dreuw, Stephan M. Jonas, Hermann Ney:
White-space models for offline Arabic handwriting recognition. ICPR 2008: 1-4

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2015
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Stephan M. Jonas, Thomas Martin Deserno:
Mobile Imaging and Analytics for Biomedical Data. Healthcare Data Analytics 2015: 685-718

Coauthor Index

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