Stephan M. Jonas

55 papers B 1C 1Journal 21Unranked 30

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	ActiTect: A Generalizable Machine Learning Pipeline for REM Sleep Behavior Disorder Screening through Standardized Actigraphy. CoRR David Bertram, Anja Ophey, Sinah Röttgen, Konstantin Kufer, Gereon R. Fink, Elke Kalbe, Clint Hansen, Walter Maetzler, Maximilian Kapsecker, Lara Marie Reimer, Stephan M. Jonas, Andreas T. Damgaard, Natasha B. Bertelsen, Casper Skjærbæk, Per Borghammer, Karolien Groenewald, Pietro-Luca Ratti, Michele T. Hu, Noémie Moreau, Michael Sommerauer, Katarzyna Bozek
2025	J	`jnl`	Disentangled representational learning for anomaly detection in single-lead electrocardiogram signals using variational autoencoder. Comput. Biol. Medicine Maximilian Kapsecker, Matthias C. Möller, Stephan M. Jonas
2025	J	`jnl`	Facial Landmark Analysis for Detecting Visual Impairment in Mobile LogMAR Test. IEEE J. Biomed. Health Informatics Maximilian Kapsecker, Elena Mille, Florian Schweizer, Jens Klinker, Joe Yu, Alexander Leube, Stephan M. Jonas
2025	J	`jnl`	Medicine on the Edge: Comparative Performance Analysis of On-Device LLMs for Clinical Reasoning. CoRR Leon Nissen, Philipp Zagar, Vishnu Ravi, Aydin Zahedivash, Lara Marie Reimer, Stephan M. Jonas, Oliver O. Aalami, Paul Schmiedmayer
2024	—	`conf`	KIJANI: Designing a Physical Activity Promoting Collaborative Augmented Reality Game. dHealth Florian Schweizer, Laura Willinger, Renate Oberhoffer-Fritz, Jan Müller, Stephan M. Jonas, Lara Marie Reimer
2024	J	`jnl`	PeakSwift: Mobile Detection of R-peaks in Single Lead Electrocardiograms. SoftwareX Maximilian Kapsecker, Nikita Charushnikov, Leon Nissen, Stephan M. Jonas
2023	—	`conf`	Attribution-based Personas in Virtual Software Engineering Education. SEET@ICSE Klaudia Madhi, Lara Marie Reimer, Stephan M. Jonas
2023	J	`jnl`	Federated Learning with Swift: An Extension of Flower and Performance Evaluation. SoftwareX Maximilian Kapsecker, Daniel N. Nugraha, Christoph Weinhuber, Nicholas D. Lane, Stephan M. Jonas
2023	—	`conf`	Improving GPS-Based Mode of Transport Detection in Multi-Modal Trips using Stop Analysis. MOST Jens Klinker, Mariana Avezum-Mercer, Stephan M. Jonas
2023	—	`conf`	Presenting a Statistical Approach for Transforming Standardized German Traffic Surveys into Origin-Destination Matrices. MOST Jens Klinker, Joe Yu, Mariana Avezum-Mercer, Stephan M. Jonas
2023	J	`jnl`	Towards Preventing Gaps in Health Care Systems through Smartphone Use: Analysis of ARKit for Accurate Measurement of Facial Distances in Different Angles. Sensors Leon Nissen, Julia Hübner, Jens Klinker, Maximilian Kapsecker, Alexander Leube, Max Schneckenburger, Stephan M. Jonas
2023	—	`conf`	TrustNShare: Development of a Blockchain-Based Data Trust Model for Secure and Controlled Health Data Sharing Grounded on Empirical Research. ICIMTH Hamza Maatouk, Sebastian Uschmann, Sven Festag, Tim Schneider, Anna Weber, Ngo Manh Khoi, Sven Bock, Stephan M. Jonas, Cord Spreckelsen, Friederike Klan
2022	—	`conf`	Analysis of Mobile Typing Characteristics in the Light of Cognition. ICDH Maximilian Kapsecker, Simon Osterlehner, Stephan M. Jonas
2022	—	`conf`	mBalance: Detect Postural Imbalance with Mobile Devices. dHealth Céline Madeleine Aldenhoven, Lara Marie Reimer, Stephan M. Jonas
2021	J	`jnl`	Deep-learning-based multi-class segmentation for automated, non-invasive routine assessment of human pluripotent stem cell culture status. Comput. Biol. Medicine 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
2021	—	`conf`	Developing an App for Cardiovascular Prevention and Scientific Data Collection. dHealth Lara Marie Reimer, Fabian Starnecker, Heribert Schunkert, Stephan M. Jonas
2021	—	`conf`	Introducing a Navigation Algorithm for Reducing the Spread of Diseases in Public Transport Networks. dHealth Jens Klinker, Mohamed Hechem Selmi, Mariana Avezum, Stephan M. Jonas
2021	—	`conf`	Mobile Motion Tracking for Disease Prevention and Rehabilitation Using Apple ARKit. dHealth Lara Marie Reimer, Severin Weigel, Florian Ehrenstorfer, Malintha Adikari, Wolfgang Birkle, Stephan M. Jonas
2021	J	`jnl`	Tracking of Mental Workload with a Mobile EEG Sensor. Sensors Ekaterina Kutafina, Anne Heiligers, Radomir Popovic, Alexander Brenner, Bernd Hankammer, Stephan M. Jonas, Klaus Mathiak, Jana Zweerings
2020	J	`jnl`	Sensor Failure Detection in Ambient Assisted Living Using Association Rule Mining. Sensors Nancy E. ElHady, Stephan M. Jonas, Julien Provost, Veit Senner
2020	—	`conf`	Transitioning to a Large-Scale Distributed Programming Course. CSEE&T Paul Schmiedmayer, Lara Marie Reimer, Marko Jovanovic, Dominic Henze, Stephan M. Jonas
2019	C	`conf`	A Holistic System for Pre-clinical Diagnosis of Sleep Disorders in the Home Environment. HealthCom Marc Haßler, Andreas Burgdorf, André Pomp, Christian Kohlschein, Christina Büsing, Stephan M. Jonas
2019	J	`jnl`	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 Ekaterina Kutafina, David Laukamp, Ralf Bettermann, Ulrik Schroeder, Stephan M. Jonas
2019	—	`conf`	Evaluation of Deep Clustering for Diarization of Aphasic Speech. dHealth Daniel Klischies, Christian Kohlschein, Cornelius J. Werner, Stephan M. Jonas
2019	J	`jnl`	Recursive neural networks in hospital bed occupancy forecasting. BMC Medical Informatics Decis. Mak. Ekaterina Kutafina, Istvan Bechtold, Klaus Kabino, Stephan M. Jonas
2019	—	`conf`	Robust Comparison of Simultaneous EEG Recordings Using Kalman Filters and Gaussian Mixture Models. dHealth Niels von Stein, Jonas Schulte-Coerne, Stephan M. Jonas, Ekaterina Kutafina
2018	—	`conf`	Automated Error Detection in Physiotherapy Training. eHealth Marko Jovanovic, Johannes Seiffarth, Ekaterina Kutafina, Stephan M. Jonas
2018	—	`conf`	Automatic Recognition of Epileptiform EEG Abnormalities. MIE Alexander Brenner, Ekaterina Kutafina, Stephan M. Jonas
2018	J	`jnl`	The mobile sleep lab app: An open-source framework for mobile sleep assessment based on consumer-grade wearable devices. Comput. Biol. Medicine Andreas Burgdorf, Inga Güthe, Marko Jovanovic, Ekaterina Kutafina, Christian Kohlschein, Jó Ágila Bitsch, Stephan M. Jonas
2017	J	`jnl`	Deterioration of R-Wave Detection in Pathology and Noise: A Comprehensive Analysis Using Simultaneous Truth and Performance Level Estimation. IEEE Trans. Biomed. Eng. Muhammad Kashif, Stephan M. Jonas, Thomas M. Deserno
2016	J	`jnl`	Feature description with SIFT, SURF, BRIEF, BRISK, or FREAK? A general question answered for bone age assessment. Comput. Biol. Medicine Muhammad Kashif, Thomas Martin Deserno, Daniel Haak, Stephan M. Jonas
2016	—	`conf`	Gamification of Clinical Routine: The Dr. Fill Approach. Nursing Informatics Mark Bukowski, Martin Kühn, Xiaoqing Zhao, Ralf Bettermann, Stephan M. Jonas
2016	—	`conf`	Gamification of Clinical Routine: The Dr. Fill Approach. Nursing Informatics Mark Bukowski, Martin Kühn, Xiaoqing Zhao, Ralf Bettermann, Stephan M. Jonas
2016	—	`conf`	Low-Cost Wearable for Fatigue and Back-Stress Measurement in Nursing. Nursing Informatics Halim I. Baquapuri, Ali Wajdan, Ekaterina Kutafina, Berno J. E. Misgeld, Stephan M. Jonas
2016	J	`jnl`	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. Stephan M. Jonas, Thomas Martin Deserno, Catalin Sorin Buhimschi, Jennifer Makin, Michael A. Choma, Irina Alexandra Buhimschi
2016	J	`jnl`	Towards efficient mobile image-guided navigation through removal of outliers. EURASIP J. Image Video Process. Ekaterina Sirazitdinova, Stephan M. Jonas, Jan Lensen, Deyvid Kochanov, Richard Houben, Hans Slijp, Thomas M. Deserno
2016	J	`jnl`	Wearable Sensors for eLearning of Manual Tasks: Using Forearm EMG in Hand Hygiene Training. Sensors Ekaterina Kutafina, David Laukamp, Ralf Bettermann, Ulrik Schroeder, Stephan M. Jonas
2015	—	`conf`	Bone age assessment meets SIFT. Computer-Aided Diagnosis Muhammad Kashif, Stephan M. Jonas, Daniel Haak, Thomas M. Deserno
2015	—	`conf`	Human wound photogrammetry with low-cost hardware based on automatic calibration of geometry and color. Computer-Aided Diagnosis Abin Jose, Daniel Haak, Stephan M. Jonas, Vincent Brandenburg, Thomas M. Deserno
2015	J	`jnl`	IMAGO: Image-guided navigation for visually impaired people. J. Ambient Intell. Smart Environ. Stephan M. Jonas, Ekaterina Sirazitdinova, Jan Lensen, Deyvid Kochanov, Humaam Mayzek, Tjeu de Heus, Richard Houben, Hans Slijp, Thomas Martin Deserno
2015	—	`ch.`	Mobile Imaging and Analytics for Biomedical Data. Healthcare Data Analytics Stephan M. Jonas, Thomas Martin Deserno
2015	—	`conf`	Outliers in 3D Point Clouds Applied to Efficient Image-Guided Localization. Bildverarbeitung für die Medizin Ekaterina Sirazitdinova, Stephan M. Jonas, Deyvid Kochanov, Jan Lensen, Richard Houben, Hans Slijp, Thomas Martin Deserno
2015	—	`conf`	Towards Standardized Wound Imaging. Bildverarbeitung für die Medizin Abin Jose, Daniel Haak, Stephan M. Jonas, Vincent Brandenburg, Thomas Martin Deserno
2015	—	`conf`	Wearable Sensors in Medical Education: Supporting Hand Hygiene Training with a Forearm EMG. pHealth Ekaterina Kutafina, David Laukamp, Stephan M. Jonas
2014	—	`conf`	An ImageJ Plugin for Whole Slide Imaging. Bildverarbeitung für die Medizin Daniel Haak, Yusuf Z. Filmwala, Eric Heder, Stephan M. Jonas, Peter Boor, Thomas Martin Deserno
2014	—	`conf`	Das Smartphone als bildgebende Modalität. Bildverarbeitung für die Medizin Stephan M. Jonas
2014	—	`conf`	Nicht-lineare Zeitnormierung im Langzeit-EKG. Bildverarbeitung für die Medizin Malte Sartor, Stephan M. Jonas, Tobias Wartzek, Steffen Leonhardt, Christoph Wanner, Nikolaus Marx, Thomas Martin Deserno
2014	—	`—`	Quantitative imaging of cilia driven fluid flow and mixing. Stephan M. Jonas
2014	J	`jnl`	Simplifying Electronic Data Capture in Clinical Trials: Workflow Embedded Image and Biosignal File Integration and Analysis via Web Services. J. Digit. Imaging Daniel Haak, Christian Samsel, Johan Gehlen, Stephan M. Jonas, Thomas Martin Deserno
2014	—	`conf`	Towards quantitative assessment of calciphylaxis. Computer-Aided Diagnosis Thomas M. Deserno, István Sárándi, Abin Jose, Daniel Haak, Stephan M. Jonas, Paula Specht, Vincent Brandenburg
2014	—	`conf`	Urban Positioning Using Smartphone-Based Imaging. Bildverarbeitung für die Medizin Deyvid Kochanov, Stephan M. Jonas, Nader Hamadeh, Ercan Yalvac, Hans Slijp, Thomas Martin Deserno
2012	—	`conf`	Microfluidic Phenotyping of Cilia-Driven Mixing for the Assessment of Respiratory Diseases. Bildverarbeitung für die Medizin Stephan M. Jonas, Engin Deniz, Mustafa K. Khokha, Thomas Martin Deserno, Michael A. Choma
2009	—	`conf`	Ein OpenSource Framework für iterative Bildsegmentierung mit Grah Cuts. Informatiktage Stephan M. Jonas
2008	J	`jnl`	Data-Mining-Cup 2007. Inform. Spektrum Christian Buck, Tobias Gass, Andreas Hannig, Jan Hendrik Hosang, Stephan M. Jonas, Jan-Thorsten Peter, Pascal Steingrube, Jan Henrik Ziegeldorf
2008	B	`conf`	White-space models for offline Arabic handwriting recognition. ICPR Philippe Dreuw, Stephan M. Jonas, Hermann Ney