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]      [File] 

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]      [File] 

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 Mar.; 4849641.      [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]      [File] 

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 Oct.; 22(1):616.      [DOI] 

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 May; 22(10):3866.      [DOI] 

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]      [File] 

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]      [File] 

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]      [File] 

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] 

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] 

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] 

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.

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] 

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]      [File] 

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.

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.

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]      [File] 

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] 

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] 

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]      [File] 

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]      [File] 

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]      [File] 

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 May; 29(5):1635--1643.      [DOI]      [File] 

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 Dec.; 22(1):51.      [DOI]      [File] 

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]      [File] 

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]      [File] 

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]      [File] 

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] 

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]      [File] 

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]      [File] 

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]      [File] 

Dutt AG, Verling M, Karlen W. Wearable bioimpedance for continuous and context-aware clinical monitoring. In: 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). Montreal, CA: IEEE; 2020. p. 3985--8.      [DOI]      [File] 

Stucky B, Clark I, Azza Y, Müller S, Karlen W, Achermann P, Kleim B. Validation of a wearable heart rate and sleep tracker compared with polysomnography in police and rescue workers under natural conditions. Journal of Sleep Research. 2020; 2978.

Albrecht J, Altermatt S, Brotschi B, Baumann C, Ferster M, Karlen W, Huber R. Sleep after concussion: long-term monitoring in children and adolescents in a home-setting. Journal of Sleep Research. 2020; 29355.

Clark I, Stucky B, Azza Y, Müller S, Karlen W, Seifritz E, Kleim B. Shift work-related circadian disruption on diurnal rest-activity and sleep patterns in morning-and evening-type first responders under naturalistic conditions. Journal of Sleep Research. 2020; 29147.

Behar JA, Liu C, Kotzen K, Tsutsui K, Corino VDA, Singh J, Pimentel MAF, Warrick P, Zaunseder S, Andreotti F, Sebag D, Kopanitsa G, McSharry PE, Karlen W, Karmakar C, Clifford GD. Remote health diagnosis and monitoring in the time of COVID-19. Physiological Measurement. 2020; 41(10):      [DOI]      [File] 

Krugliakova E, Skorucak J, Sousouri G, Leach S, Ferster L, Poian GD, Karlen W, Huber R. Mapping changes in delta band power following auditory stimulation targeting slow wave up-and down-phases: a source-localization study. Journal of Sleep Research. 2020; 29

Ding X, Yan BP, Karlen W, Zhang Y, Tsang HK. Pulse transit time based respiratory rate estimation with singular spectrum analysis. Medical & Biological Engineering & Computing. 2020; 58(2):257--266.      [DOI]      [File] 

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 May; 43(Supplement{\_}1):A211--A211.      [DOI]      [File]