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Schleicher, Miro and Pryss, Rüdiger and Schobel, Johannes and Schlee, Winfried and Spiliopoulou, Myra (2024) Predicting User Engagement in mHealth Apps with Neighborhood-based Approaches. In: (Proceedings of the) IEEE 37th International Symposium on Computer-Based Medical Systems (CBMS), June, 26-28, 2024, Guadalajara, Mexico, pp. 391-397.
Schoisswohl, Stefan and Basso, Laura and Simoes, Jorge and Engelke, Milena and Langguth, Berthold and Mazurek, Birgit and López-Escámez, Jose A. and Kikidis, Dimitrios and Cima, Rilana and Bernal-Robledano, Alberto and Boecking, Benjamin and Bulla, Jan and Cederroth, Christopher R. and Crump, Holger and Denys, Sam and Escalera-Balsera, Alba and Gallego-Martinez, Alvaro and Gallo, Silvano and Goedhart, Hazel and Hidalgo-Lopez, Leyre and Jarach, Carlotta M. and Kader, Hafez and Koller, Michael and Lugo, Alessandra and Marcrum, Steven C. and Markatos, Nikos and Martin-Lagos, Juan and Martinez-Martinez, Marta and Muller-Locatelli, Nicolas and Neff, Patrrick and Niemann, Uli and Perez-Carpena, Patricia and Pryss, Rüdiger and Puga, Clara and Robles-Bolivar, Paula and Rose, Matthias and Schecklmann, Martin and Schiele, Tabea and Schleicher, Miro and Schobel, Johannes and Spiliopoulou, Myra and Stark, Sabine and Staudinger, Susanne and Stege, Alexandra and Toedtli, Beat and Trochidis, Ilias and Unnikrishnan, Vishnu and Vassou, Evgenia and Verhaert, Nicolas and Vogel, Carsten and Zachou, Zoi and Schlee, Winfried (2024) Single versus Combination Treatment in Tinnitus: An International, Multicentre, Parallel-arm, Superiority, Randomised Controlled Trial. medRxiv : The Preprint Server for Health Sciences.
Simoes, Jorge P. and Schoisswohl, Stefan and Schlee, Winfried and Basso, Laura and Bernal-Robledano, Alberto and Boecking, Benjamin and Cima, Rilana and Engelke, Milena and Escaler-Balsera, Alba and Gallego-Martinez, Alvaro and Gallus, Silvano and Kikidis, Dimitris and López-Escámez, Jose and Marcrum, Steven C. and Markatos, Nicolaos and Martin-Lagos, Juan and Martinez-Martinez, Marta and Mazurek, Birgit and Vassou, Evgenia and Jarach, Carlotta M. and Mueller-Locatelli, Nicolas and Neff, Patrick and Niemann, Uli and Hafez, Kader O. and Puga, Clara and Schleicher, Miro and Unnikrishnan, Vishnu and Perez-Carpena, Patricia and Pryss, Rüdiger and Robles-Bolivar, Paula and Rose, Matthias and Schecklmann, Martin and Schiele, Tabea and Schobel, Johannes and Spiliopoulou, Myra and Stark, Sabine and Vogel, Carsten and Wunder, Nina (2023) The statistical analysis plan for the unification of treatments and interventions for tinnitus patients randomized clinical trial (UNITI-RCT). Trials, 24. Article 472. ISSN 1745-6215
Shahania, Saijal and Unnikrishnan, Vishnu and Pryss, Rüdiger and Kraft, Robin and Schobel, Johannes and Hannemann, Ronny and Schlee, Winny and Spiliopoulou, Myra (2022) Predicting Ecological Momentary Assessments in an App for Tinnitus by Learning From Each User's Stream With a Contextual Multi-Armed Bandit. Frontiers in Neuroscience. ISSN 1662-453X
Schleicher, Miro and Hamacher, Sebastian and Naujoks, Mats and Günther, Kolja and Schmidt, Timo and Pryss, Ruediger and Schobel, Johannes and Schlee, Winfried and Spiliopoulou, Myra (2022) Prediction of declining engagement to self-monitoring apps on the example of tinnitus mHealth data. In: (Proceedings of the) IEEE 35th International Symposium on Computer-Based Medical Systems (CBMS), July, 21-23, 2022, Shenzen, China. ISBN 9781665467704
Schlee, Winfried and Neff, Patrick and Simoes, Jorge and Langguth, Berthold and Schoisswohl, Stefan and Steinberger, Heidi and Norman, Marie and Spiliopoulou, Myra and Schobel, Johannes and Hannemann, Ronny and Pryss, Rüdiger (2022) Smartphone-Guided Educational Counseling and Self-Help for Chronic Tinnitus. Journal of Clinical Medicine, 11 (7). p. 1825. ISSN 2077-0383
Pryss, Rüdiger and Schickler, Marc and Schobel, Johannes and Schlee, Winfried and Spiliopoulou, Myra and Probst, Thomas and Beierle, Felix (2022) Using Machine Learning on mHealth-based Data Sources (Tutorial). In: (Proceedings of the) 20th International Conference on Artificial Intelligence in Medicine (AIME), June, 14-17, 2022, Halifax, NS, Canada, pp. 443-445. (Lecture Notes in Computer Science; 13263). ISBN 9783031093425
Jamaludeen, Noor and Unnikrishnan, Vishnu and Pryss, Ruediger and Schobel, Johannes and Schlee, Winfried and Spiliopoulou, Myra (2021) Circadian Conditional Granger Causalities on Ecological Momentary Assessment Data from an mHealth App. In: (Proceedings of the) IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS), June, 7-9, 2021, Aveiro, Portugal (online), pp. 354-359. ISBN 9781665441216
Prakash, Subash and Unnikrishnan, Vishnu and Pryss, Rüdiger and Kraft, Robin and Schobel, Johannes and Hannemann, Ronny and Langguth, Berthold and Schlee, Winfried and Spiliopoulou, Myra (2021) Interactive System for Similarity-Based Inspection and Assessment of the Well-Being of mHealth Users. Entropy : an international and interdisciplinary journal of entropy and information studies, 23 (12). p. 1695. ISSN 1099-4300
Unnikrishnan, Vishnu and Shah, Yash and Schleicher, Miro and Fernández-Viadero, Carlos and Strandzheva, Mirela and Velikova, Doroteya and Dimitrov, Plamen and Pryss, Ruediger and Schobel, Johannes and Schlee, Winfried and Spiliopoulou, Myra (2021) Love thy Neighbours: A Framework for Error-Driven Discovery of Useful Neighbourhoods for One-Step Forecasts on EMA data. In: (Proceedings of the) IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS), June, 7-9, 2021, Aveiro, Portugal (online), pp. 295-300. ISBN 9781665441216
Shahania, Saijal and Unnikrishnan, Vishnu and Pryss, Rüdiger and Kraft, Robin and Schobel, Johannes and Hannemann, Ronny and Schlee, Winny and Spiliopoulou, Myra (2021) User-centric vs whole-stream learning for EMA prediction. In: (Proceedings of the) IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS), June, 7-9, 2021, Aveiro, Portugal (online), pp. 307-312. ISBN 9781665441216
Unnikrishnan, Vishnu and Schleicher, Miro and Shah, Yash and Jamaludeen, Noor and Pryss, Rüdiger and Schobel, Johannes and Kraft, Robin and Schlee, Winfried and Spiliopoulou, Myra (2020) The Effect of Non-Personalised Tips on the Continued Use of Self-Monitoring mHealth Applications. Brain Sciences : Brain Sci, 10 (12). p. 924. ISSN 2076-3425
Hoppenstedt, Burkhard and Probst, Thomas and Reichert, Manfred and Schlee, Winfried and Kammerer, Klaus and Spiliopoulou, Myra and Schobel, Johannes and Winter, Michael and Felnhofer, Anna and Kothgassner, Oswald D. and Pryss, Rüdiger (2020) Evaluating Usability Aspects of a Mixed Reality Solution for Immersive Analytics in Industry 4.0 Scenarios. JoVe. Video journal : J Vis Exp, 164. e61349.
Unnikrishnan, Vishnu and Shah, Yash and Schleicher, Miro and Strandzheva, Mirela and Dimitrov, Doroteya and Pryss, Rüdiger and Schobel, Johannes and Schlee, Winfried and Spiliopoulou, Myra (2020) Predicting the Health Condition of mHealth App Users with Large Differences in the Number of Recorded Observations - Where to Learn from? In: (Proceedings of the) 23rd International Conference on Discovery Science (DS 2020), October 19–21, 2020, Thessaloniki, Greece (online), pp. 659-673. (Lecture Notes in Computer Science; 12323). ISBN 9783030615277
Pryss, Rüdiger and John, Dennis and Schlee, Winfried and Schlotz, Wolff and Schobel, Johannes and Kraft, Robin and Spiliopoulou, Myra and Langguth, Berthold and Reichert, Manfred and P'Rourke, Teresa and Peters, Henning and Pieh, Christoph and Lahmann, Claas and Probst, Thomas (2019) Exploring the Time Trend of Stress Levels While Using the Crowdsensing Mobile Health Platform, TrackYourStress, and the Influence of Perceived Stress Reactivity: Ecological Momentary Assessment Pilot Study. JMIR Mhealth and Uhealth, 7 (10). e13978. ISSN 2291-5222
Pryss, Rüdiger and Schlee, Winfried and Reichert, Manfred and Kurthen, Ira and Giroud, Nathalie and Jagoda, Laura and Neuschwander, Pia and Meyer, Martin and Neff, Patrick and Schobel, Johannes and Hoppenstedt, Burkhard and Spiliopoulou, Myra and Langguth, Berthold and Probst, Thomas (2019) Ecological Momentary Assessment based Differences between Android and iOS Users of the TrackYourHearing mHealth Crowdsensing Platform. In: (Proceedings of the) 41st International Engineering in Medicine and Biology Conference (EMBC), 23.-27. Juli 2019, Berlin, Germany, pp. 3951-3955.
Hoppenstedt, Burkhard and Probst, Thomas and Reichert, Manfred and Schlee, Winfried and Kammerer, Klaus and Spiliopoulou, Myra and Schobel, Johannes and Winter, Michael and Felnhofer, Anna and Kothgassner, Oswald and Pryss, Rüdiger (2019) Applicability of Immersive Analytics in Mixed Reality: Usability Study. IEEE Access : practical research, open solutions / Institute of Electrical and Electronics Engineers, 7. pp. 71921-71932. ISSN 2169-3536
Pryss, Rüdiger and John, Dennis and Reichert, Manfred and Hoppenstedt, Burkhard and Schmid, Lukas and Schlee, Winfried and Spiliopoulou, Myra and Schobel, Johannes and Kraft, Robin and Schickler, Marc and Langguth, Berthold and Probst, Thomas (2019) Machine Learning Findings on Geospatial Data of Users from the TrackYourStress mHealth Crowdsensing Platform. In: (Proceedings of the) IEEE 20th International Conference on Information Reuse and Integration for Data Science (IRI), July 30th - August 1st, 2019, Los Angeles, CA, USA, pp. 350-355.
Muniandi, Lakshmi Prasath and Schlee, Winfried and Pryss, Rüdiger and Reichert, Manfred and Schobel, Johannes and Kraft, Robin and Spiliopoulou, Myra (2018) Finding Tinnitus Patients with Similar Evolution of Their Ecological Momentary Assessments. In: (Proceedings of the) 31st IEEE International Symposium on Computer-Based Medical Systems (CBMS 2018), June, 18-21, 2018, Karlstad, Sweden, pp. 112-117. ISBN 9781538660614
Pryss, Rüdiger and Probst, Thomas and Schlee, Winfried and Schobel, Johannes and Langguth, Berthold and Neff, Patrick and Spiliopoulou, Myra and Reichert, Manfred (2018) Prospective crowdsensing versus retrospective ratings of tinnitus variability and tinnitus?stress associations based on the TrackYourTinnitus mobile platform. International Journal of Data Science and Analytics, 8. pp. 327-338. ISSN 2364-4168
Pryss, Rüdiger and Probst, Thomas and Schlee, Winfried and Schobel, Johannes and Langguth, Berthold and Neff, Patrick and Spiliopoulou, Myra and Reichert, Manfred (2017) Mobile Crowdsensing for the Juxtaposition of Realtime Assessments and Retrospective Reporting for Neuropsychiatric Symptoms. In: (Proceedings of the) 30th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2017), June 22 - 24, 2017, Thessaloniki, Greece, pp. 642-647. ISBN 9781538617113
Probst, Thomas and Pryss, Rüdiger and Langguth, Berthold and Spiliopoulou, Myra and Landgrebe, Michael and Vesala, Markku and Harrison, Stephen and Schobel, Johannes and Reichert, Manfred and Stach, Michael and Schlee, Winfried (2017) Outpatient Tinnitus Clinic, Self-Help Web Platform, or Mobile Application to Recruit Tinnitus Study Samples? Frontiers in Aging Neuroscience, 9. p. 113. ISSN 1663-4365
Probst, Thomas and Pryss, Rüdiger and Langguth, Berthold and Rauschecker, Josef and Schobel, Johannes and Reichert, Manfred and Spiliopoulou, Myra and Schlee, Winfried and Zimmermann, Johannes (2017) Does tinnitus depend on time-of-day? An ecological momentary assessment study with the ?TrackYourTinnitus? application. Frontiers in Aging Neuroscience, 9. p. 253. ISSN 1663-4365