Ferster ML, Lustenberger C, Karlen W. Configurable Mobile System for Autonomous High-Quality Sleep Monitoring and Closed-Loop Acoustic Stimulation. IEEE Sensors Letters. 2019; 3(5):1--4.      [DOI]      [File] 

Schwab P, Karlen W. CXPlain: Causal Explanations for Model Interpretation under Uncertainty}. In: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019. Vancouver, CA: 2019. p. accepted.     [File] 

Azza Y, Clark I, Müller S, Karlen W, Landolt H, Kleim B. Der Einfluss von Schlaf auf intrusive emotionale Erinnerungen bei Einsatzkräften. In: 11. Workshopkongress für Klinische Psychologie und Psychotherapie. 2019.

Lustenberger C, Ferster ML, Huwiler S, Karlen W. Effective long-term slow wave modulation in elderly using in-home , closed-loop auditory stimulation. In: International Conference on Advanced Sleep Modulation Technologies. Monte Verita, Ascona, Switzerland: 2019.

Schwab P, Miladinovic D, Karlen W. Granger-Causal Attentive Mixtures of Experts: Learning Important Features with Neural Networks. Proceedings of the AAAI Conference on Artificial Intelligence. 2019; 334846--53.      [DOI]      [File] 

Ferster ML, Lustenberger C, Karlen W. Hitting the phase : How filtering parameters affect the EEG slow wave phase analysis. In: International Conference on Advanced Sleep Modulation Technologies. Monte Verita, Ascona, Switzerland: 2019.

Azza Y, Grueschow M, Karlen W, Seifritz E, Kleim B. How stress affects sleep and mental health: Nocturnal heartrate increases during prolonged stress and interacts with childhood trauma exposure to predict anxiety. Sleep. 2019;      [DOI]      [File] 

Pham NM, Rusch S, Temiz Y, Beck H, Karlen W, Delamarche E. Immuno-gold silver staining assays on capillary-driven microfluidics for detection of malaria antigens. Biomedical microdevices. 2019; 21(1):24.      [DOI]      [File] 

Just F, Gunz D, Duarte J, Simonetti D, Riener R, Rauter G. Improving Usability of Rehabilitation Robots: Hand Module Evaluation of the ARMin Exoskeleton. In: Carrozza, Maria Chiara and Micera, Silvestro and Pons, José L., editors. Wearable Robotics: Challenges and Trends. Cham: Springer International Publishing; 2019. p. 80—84.      [DOI]      [File] 

Mäder T, Whitford J, Feinaigle P, Seifritz E, Karlen W, Kleim B. Kognitive und emotionale Prozesse vor dem Einschlafen und deren Einfluss auf den Schlaf: Eine Tagebuchstudie. In: 11. Workshopkongress für Klinische Psychologie und Psychotherapie. 2019.

Schneider N, Ferster M, Lustenberger C, Karlen W, Fehr E. Linking the change in decision-making after sleep restriction to the restorative function of sleep. In: International Conference on Advanced Sleep Modulation Technologies. Monte Verita, Ascona, Switzerland: 2019.

Schneider N, Bernays F, Ferster ML, Lustenberger C. Mitigating impairments in vigilance caused by insufficient sleep durations. In: International Conference on Advanced Sleep Modulation Technologies. Monte Verita, Ascona, Switzerland: 2019.

Schwab P, Karlen W. PhoneMD: Learning to Diagnose Parkinson's Disease from Smartphone Data. Proceedings of the AAAI Conference on Artificial Intelligence. 2019; 331118--25.      [DOI]      [File] 

Tüshaus L, Moreo M, Zhang J, Hartinger SM, Mäusezahl D, Karlen W. Physiologically driven, altitude-adaptive model for the interpretation of pediatric oxygen saturation at altitudes above 2,000 m a.s.l.. Journal of Applied Physiology. 2019; 127(3):847--57.      [DOI]      [File] 

Cherbuin M, Zelder F, Karlen W. Quantifying cyanide in water and foodstuff using corrin-based CyanoKit technologies and a smartphone. The Analyst. 2019; 144(1):130--136.      [DOI]      [File] 

Käch M, Laube S, Geissmann L, Karlen W. Reliable data collection in clinical trials with remote settings infrastructure for data capture from wearables and mobile sensors. In: Swiss Medtech Day 2019. Berne: 2019.      [DOI] 

Chung K, Tüshaus L, Karlen W. Review of wearable electroencephalogram systems. Swiss Society Biomedical Engineering 2018 Annual Meeting. 2019;

Huwiler S, Ferster ML, Karlen W, Lustenberger C. Slow wave enhancing auditory stimulation might not influence cognitive functions in elderly. In: International Conference on Advanced Sleep Modulation Technologies. Monte Verita, Ascona, Switzerland: 2019.

Rodriguez Orefice H, Scebba G, Catanzaro S, Berli M, Karlen W. Wound image segmentation with deep neural networks. In: Annual Meeting of the Swiss Society for Biomedical Engineering (SSBE) 2019. 2019.

Just F, Özen Ö, Bösch P, Bobrovsky H, Klamroth-Marganska V, Riener R, Rauter G. Exoskeleton transparency: feed-forward compensation vs. disturbance observer. at - Automatisierungstechnik. 2018 Dec.; 66(12):1014—1026.      [DOI]      [File] 

Pham NM, Rusch S, Temiz Y, Lovchik RD, Beck H, Karlen W, Delamarche E. A bead-based immunogold-silver staining assay on capillary-driven microfluidics. Biomedical microdevices. 2018; 20(2):41.      [DOI]  [Weblink]  [Weblink] 

Karlen W, Schauer T, Möller K, Simanski O. Automation in medicine: from homecare to clinical applications. In: at - Automatisierungstechnik. 2018. p. 990.      [DOI]      [File] 

Kammerer T, Faihs V, Hulde N, Bayer A, Hübner M, Brettner F, Karlen W, Kröpfl JM, Rehm M, Spengler C, Schäfer ST. Changes of hemodynamic and cerebral oxygenation after exercise in normobaric and hypobaric hypoxia: associations with acute mountain sickness. Annals of occupational and environmental medicine. 2018; 30(1):66.      [DOI]      [File] 

Zhang J, Tüshaus L, Nuño Martinez N, Moreo M, Verastegui H, Hartinger SM, Mäusezahl D, Karlen W. Data Integrity–Based Methodology and Checklist for Identifying Implementation Risks of Physiological Sensing in Mobile Health Projects: Quantitative and Qualitative Analysis. JMIR mHealth and uHealth. 2018; 6(12):e11896.      [DOI]      [File] 

Käch M, Laube S, Latkovic S, Mutke M, Brasier N, Hölz B, Karlen W, Eckstein J. Enabling continuous patient monitoring in clinics. In: Swiss Medtech Day 2018. Berne: 2018.

Maeder T, Whitford J, Feinaigle P, Karlen W, Kleim B. Investigating Pre-sleep Processes And How They Influence Sleep And Nightmares. Sleep. 2018; 41(suppl{\_}1):A372--A373.      [DOI]      [File] 

Pham NM, Karlen W, Beck H, Delamarche E. Malaria and the ‘last' parasite: how can technology help?. Malaria Journal. 2018; 17(1):260.      [DOI]      [File] 

Zhang J, Misano I, Rimensberger M, Scebba G, Karlen W. mHealth tool for self-assessment of digital ulcers. SSBE 2018 Annual Meeting. 2018;

Scebba G, Tüshaus L, Karlen W. Multispectral camera fusion increases robustness of ROI detection for biosignal estimation with nearables in real-world scenarios. In: Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). Honolulu, HI, USA: IEEE; 2018. p. 5672--5.      [DOI]      [File] 

Schwab P, Keller E, Muroi C, Mack DJ, Strässle C, Karlen W. Not to Cry Wolf: Distantly Supervised Multitask Learning in Critical Care. In: Proceedings of the 35th International Conference on Machine Learning, ICML 2018. Stockholm, Sweden: 2018. p. 4525----34.      [DOI]      [File] 

Schwab P, Linhardt L, Karlen W. Perfect Match: A Simple Method for Learning Representations For Counterfactual Inference With Neural Networks. ArXiv Preprint. 2018;     [File] 

Ferster ML, Lustenberger C, Karlen W. Prototype development for mobile and automated auditory sleep stimulation. In: 1st International Symposium of the CRPP Sleep & Health, Zurich. Zurich: 2018. p. 1.

Just F, Özen Ö, Tortora S, Riener R, Rauter G. Feedforward model based arm weight compensation with the rehabilitation robot ARMin. In: 2017 International Conference on Rehabilitation Robotics (ICORR). London: IEEE; 2017 Jul.. p. 72—77.      [DOI]      [File] 

Schwab P, Khashkhashi Moghaddam MA, Karlen W. Automated Extraction of Digital Biomarkers for Parkinson ' s Disease. In: 10th Annual RECOMB/ISCB Conference on Regulatory & Systems Genomics with DREAM Challenges. New York, USA: Sage Bionetworks; 2017.     [File] 

Schwab P, Scebba GC, Zhang J, Delai M, Karlen W. Beat by Beat: Classifying Cardiac Arrhythmias with Recurrent Neural Networks. Computing in Cardiology (CinC). 2017; 441--4.      [DOI]      [File] 

Scebba G, Dragas J, Hu S, Karlen W. Improving ROI detection in photoplethysmographic imaging with thermal cameras. In: Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). Jeju Island, South Korea: 2017. p. 4285--88.      [DOI] 

Faihs V, Kammerer T, Hulde N, Brettner F, Rehm M, Karlen W, Kroepfl J, Spengler C, Kreth S, Schäfer S. Influence of acute normobaric and hypobaric hypoxia on hemodynamics, cognitive function, cerebral near-infrared spectroscopy and gene expression. In: 2nd Human Physiology Workshop. K{\"{o}}ln: 2017. p. 2017.

Dragas J, Karlen W. Open-Source Low-Cost Wearable Physical Activity Tracker. In: 3rd WHO Global Forum on Medical Devices. Geneva: World Health Organisation; 2017.     [File] 

Just F, Rauter G, Riener R. inventor. System for handling an object to be displaced by two influencers. 2017.      [Weblink]      [File] 

Karlen W. Teaching Appropriate Medical Device Design to Engineers. In: 3rd WHO Global Forum on Medical Devices. Geneva: World Health Organisation; 2017.