Garatva P, Terhorst Y, Meßner E, Karlen W, Pryss R, Baumeister H. Smart Sensors for Health Research and Improvement. In: Montag, Christian and Baumeister, Harald, editors. Digital Phenotyping and Mobile Sensing. Cham: Springer International Publishing; 2023. p. 395--411.      [DOI]      [Datei] 


Ming DK, Hernandez B, Sangkaew S, Vuong NL, Lam PK, Nguyet NM, Tam DTH, Trung DT, Tien NTH, Tuan NM, Chau NVV, Tam CT, Chanh HQ, Trieu HT, Simmons CP, Wills B, Georgiou P, Holmes AH, Yacoub S, Vietnam ICU Translational Applications Laboratory (VITAL) investigators} {. Applied Machine Learning for the Risk-Stratification and Clinical Decision Support of Hospitalised Patients with Dengue in Vietnam. PLOS Digital Health. 2022 Jan.; 1(1):e0000005.      [DOI] 
Coleman J, Ginsburg AS, Macharia WM, Ochieng R, Chomba D, Zhou G, Dunsmuir D, Karlen W, Ansermino JM. Assessment of neonatal respiratory rate variability. Journal of Clinical Monitoring and Computing. 2022; ahead of print.      [DOI]  [Weblink] 
Lustenberger C, Ferster ML, Huwiler S, Brogli L, Werth E, Huber R, Karlen W. Auditory deep sleep stimulation in older adults at home: a randomized crossover trial. Communications Medicine. 2022; 2(1):30.      [DOI]      [Datei] 
Schreiner S, Fattinger S, Horlacher J, Da Poian G, Kampf L, Scandella M, Sassenburg R, Jaramillo V, Brogli L, Karlen W, others . Auditory Slow Wave Activity Enhancement during Sleep in Patients with {{Parkinson}} Disease. In: JOURNAL OF SLEEP RESEARCH. 2022.
Krugliakova E, Volk C, Ferster M, Da Poian G, Karlen W, Huber R. Auditory Stimulation during Sleep Boosts Slow-Wave-Spindles Coupling in Children with Attention-Deficit Hyperactivity Disorder ({{ADHD}}). In: JOURNAL OF SLEEP RESEARCH. 2022.
Ferster ML, Da Poian G, Menachery K, Schreiner S, Lustenberger C, Maric A, Huber R, Baumann C, Karlen W. Benchmarking real-time algorithms for in-phase auditory stimulation of low amplitude slow waves with wearable EEG devices during sleep. IEEE Transactions on Biomedical Engineering. 2022; 69(9):2916-25.      [DOI]      [Datei] 
Krugliakova E, Skorucak J, Sousouri G, Leach S, Snipes S, Ferster ML, Da Poian G, Karlen W, Huber R. Boosting Recovery during Sleep by Means of Auditory Stimulation. Frontiers in neuroscience. 2022; 16      [DOI] 
Schneider N, Ferster M, Lustenberger C, Schlegel J, Schmid P, Lane L, Karlen W, Huber R, Baumann C, Maric A. Can Phase-Targeted Auditory Stimulation (PTAS) during Sleep Counteract Effects of Chronic Sleep Restriction?. In: JOURNAL OF SLEEP RESEARCH. 2022.
Lu P, Ghiasi S, Hagenah J, Hai HB, Hao NV, Khanh PNQ, Khoa LDV,  VC, Thwaites L, Clifton DA, Zhu T. Classification of Tetanus Severity in Intensive-Care Settings for Low-Income Countries Using Wearable Sensing. Sensors. 2022 Aug.; 22(17):6554.      [DOI] 
Ansermino JM, Ginsburg AS, Dunsmuir D, Karlen W, Gan H, Njeru CM, Dumont GA. Counting: An Imprecise Reference Standard for Respiratory Rate Measurement. Pediatric pulmonology. 2022;      [DOI] 
Scebba G, Zhang J, Catanzaro S, Mihai C, Distler O, Berli M, Karlen W. Detect-and-segment: A deep learning approach to automate wound image segmentation. Informatics in Medicine Unlocked. 2022; 29100884.      [DOI]      [Datei] 
Hung TM, Van Hao N, Yen LM, McBride A, Dat VQ, van Doorn HR, Loan HT, Phong NT, Llewelyn MJ, Nadjm B, Yacoub S, Thwaites CL, Ahmed S, Van Vinh Chau N, Turner HC,  TVITAL(I. Direct Medical Costs of Tetanus, Dengue, and Sepsis Patients in an Intensive Care Unit in Vietnam. Frontiers in Public Health. 2022 Jun.; 10893200.      [DOI] 
Meinke A, Peters R, Knols R, Swanenburg J, Karlen W. Feedback on Trunk Movements From an Electronic Game to Improve Postural Balance in People With Nonspecific Low Back Pain: Pilot Randomized Controlled Trial. JMIR Serious Games. 2022; 10(2):e31685.      [DOI]  [Weblink]      [Datei] 
Chiu N, Huwiler S, Ferster ML, Karlen W, Wu H, Lustenberger C. Get rid of the beat in mobile EEG applications: A framework towards automated cardiogenic artifact detection and removal in single-channel EEG. Biomedical Signal Processing and Control. 2022; 72(A):103220.      [DOI]      [Datei] 
Sousouri G, Krugliakova E, Skorucak J, Leach S, Snipes S, Ferster ML, Da Poian G, Karlen W, Huber R. Neuromodulation by means of phase-locked auditory stimulation affects key marker of excitability and connectivity during sleep. Sleep. 2022; 45(1):zsab204.      [DOI]      [Datei] 
Ghiasi S, Zhu T, Lu P, Hagenah J, Khanh PNQ, Hao NV,  VC, Thwaites L, Clifton DA. Sepsis Mortality Prediction Using Wearable Monitoring in Low Middle Income Countries. Sensors. 2022 Mai; 22(10):3866.      [DOI] 
Albrecht JN, Jaramillo V, Huber R, Karlen W, Baumann CR, Brotschi B. Technical Feasibility of Using Auditory Phase-Targeted Stimulation after Pediatric Severe Traumatic Brain Injury in an Intensive Care Setting. BMC Pediatrics. 2022 Okt.; 22(1):616.      [DOI] 
Meinke A, Maschio C, Meier M, Karlen W, Swanenburg J. The Association of Fear of Movement and Postural Sway in People with Low Back Pain. Frontiers in Psychology. 2022; (13):      [DOI]  [Pubmed]  [Weblink]      [Datei] 
Ming DK, Tuan NM, Hernandez B, Sangkaew S, Vuong NL, Chanh HQ, Chau NVV, Simmons CP, Wills B, Georgiou P, Holmes AH, Yacoub S,  VC. The Diagnosis of Dengue in Patients Presenting With Acute Febrile Illness Using Supervised Machine Learning and Impact of Seasonality. Frontiers in Digital Health. 2022 Mä.; 4849641.      [DOI] 


Schwab P, Karlen W. A Deep Learning Approach to Diagnosing Multiple Sclerosis from Smartphone Data. IEEE Journal of Biomedical and Health Informatics. 2021 Apr.; 25(4):1284--1291.      [DOI]      [Datei] 
Zhang J, Karlen W. A novel quality indicator for displaying and comparing the missingness of the PPG derived respiratory rate. In: Society for Technology in Anaesthesia Annual Meeting 2021 (STA 2021). 2021. p. 67.      [DOI] 
Snipes S, Huber R, Karlen W. A response to Basner et al. (2021): “Response speed measurements on the psychomotor vigilance task: how precise is precise enough?". Sleep. 2021 Jul.; 44(7):      [DOI]      [Datei] 
Clark I, Stucky B, Azza Y, Schwab P, Müller S, Weibel D, Button D, Karlen W, Seifritz E, Kleim B, Landolt H. Diurnal variations in multi-sensor wearable-derived sleep characteristics in morning- and evening-type shift workers under naturalistic conditions. Chronobiology International. 2021; 38(12):1702-1713.      [DOI]      [Datei] 
Ferretti A, Ienca M, Sheehan M, Blasimme A, Dove ES, Farsides B, Friesen P, Kahn J, Karlen W, Kleist P, Liao SM, Nebeker C, Samuel G, Shabani M, Rivas Velarde M, Vayena E. Ethics review of big data research: What should stay and what should be reformed?. BMC Medical Ethics. 2021 Dez.; 22(1):51.      [DOI]      [Datei] 
Meinke A, Peters R, Knols R, Karlen W, Swanenburg J. Exergaming Using Postural Feedback From Wearable Sensors and Exercise Therapy to Improve Postural Balance in People With Nonspecific Low Back Pain: Protocol for a Factorial Pilot Randomized Controlled Trial. JMIR Research Protocols. 2021 Aug.; 10(8):e26982.      [DOI]      [Datei] 
Coleman J, Ginsburg AS, Macharia WM, Ochieng R, Zhou G, Dunsmuir D, Karlen W, Ansermino JM. Identification of thresholds for accuracy comparisons of heart rate and respiratory rate in neonates. Gates Open Research. 2021 Jun.; 593.      [DOI]      [Datei] 
Fröhlich S, Helbling M, Fucentese SF, Karlen W, Frey WO, Spörri J. Injury risks among elite competitive alpine skiers are underestimated if not registered prospectively, over the entire season and regardless of whether requiring medical attention. Knee Surgery, Sports Traumatology, Arthroscopy. 2021 Mai; 29(5):1635--1643.      [DOI]      [Datei] 
Scebba G, Da Poian G, Karlen W. Multispectral Video Fusion for Non-Contact Monitoring of Respiratory Rate and Apnea. IEEE Transactions on Biomedical Engineering. 2021; 68(1):350--9.      [DOI]      [Datei] 
Zhang J, Mihai C, Tüshaus L, Scebba G, Distler O, Karlen W. Wound Image Quality From a Mobile Health Tool for Home-Based Chronic Wound Management With Real-Time Quality Feedback: Randomized Feasibility Study. JMIR mHealth and uHealth. 2021 Jul.; 9(7):e26149.      [DOI]      [Datei] 


Leach S, Chung K, Tüshaus L, Huber R, Karlen W. A Protocol for Comparing Dry and Wet EEG Electrodes During Sleep. Frontiers in Neuroscience. 2020 Jun.; 14586.      [DOI]      [Datei] 
Hartinger SM, Nuño N, Hattendorf J, Verastegui H, Karlen W, Ortiz M, Mäusezahl D. A factorial cluster-randomised controlled trial combining home-environmental and early child development interventions to improve child health and development: rationale, trial design and baseline findings. BMC medical research methodology. 2020; 20(1):73.      [DOI]      [Datei] 
Muroi C, Meier S, De Luca V, Mack DJ, Strässle C, Schwab P, Karlen W, Keller E. Automated False Alarm Reduction in a Real-Life Intensive Care Setting Using Motion Detection. Neurocritical Care. 2020; 32(2):419--426.      [DOI]      [Datei] 
Schneider N, Ferster M, Lustenberger C, Schlegel J, Karlen W, Huber R, Maric A, Baumann CR. Can auditory slow wave stimulation during chronic sleep restriction intensify subjective recovery?. Journal of Sleep Research. 2020; 29225.
Sousouri G, Krugliakova E, Skorucak J, Leach S, Ferster M, Poian GD, Karlen W, Huber R. Changes in slow-wave traveling after phase targeted auditory stimulation of the up and down phase of sleep slow waves. Journal of Sleep Research. 2020; 29234.
Zhang J, Scebba G, Karlen W. Covariance intersection to improve the robustness of the photoplethysmogram derived respiratory rate. In: 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). Montreal, CA: IEEE; 2020. p. 5939--42.      [DOI]      [Datei] 
Geissmann L, Käch M, Laube S, Zhang J, Karlen W. Data Integrity for the Internet of Medical Things - Real Time Quality Monitoring for Data Streams from Wearable Sensors. In: Swiss Medtech Day 2020. Berne: 2020.      [DOI] 
Hüser M, Kündig A, Karlen W, De Luca V, Jaggi M. Forecasting intracranial hypertension using multi-scale waveform metrios. Physiological Measurement. 2020; 41(1):014001.      [DOI]      [Datei] 
Maeder T, Whitford J, Feinaigle P, Karlen W, Seifritz E, Pace-Schott EF, Kleim B. Investigating Pre-Sleep Processes and How They Influence Sleep: A Diary and Actigraphy Study. Sleep. 2020 Mai; 43(Supplement{\_}1):A211--A211.      [DOI]      [Datei] 
Schwab P, Linhardt L, Bauer S, Buhmann JM, Karlen W. Learning Counterfactual Representations for Estimating Individual Dose-Response Curves. Proceedings of the AAAI Conference on Artificial Intelligence. 2020 Apr.; 34(04):5612--5619.      [DOI]      [Datei] 

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