Walter Karlen
Walter Karlen
Mobile Health & AI Systems for Medicine
Verified email at ieee.org - Homepage
Title
Cited by
Cited by
Year
Multiparameter Respiratory Rate Estimation from the Photoplethysmogram
W Karlen, S Raman, JM Ansermino, GA Dumont
IEEE Transactions on Biomedical Engineering 60 (7), 1946 - 1953, 2013
3032013
Sleep and wake classification with ECG and respiratory effort signals
W Karlen, C Mattiussi, D Floreano
Biomedical Circuits and Systems, IEEE Transactions on 3 (2), 71-78, 2009
1392009
Estimating respiratory and heart rates from the correntropy spectral density of the photoplethysmogram
A Garde, W Karlen, JM Ansermino, GA Dumont
PloS one 9 (1), e86427, 2014
1052014
Development of a screening tool for sleep disordered breathing in children using the phone Oximeter™
A Garde, P Dehkordi, W Karlen, D Wensley, JM Ansermino, GA Dumont
PloS one 9 (11), e112959, 2014
1002014
Photoplethysmogram signal quality estimation using repeated Gaussian filters and cross-correlation
W Karlen, K Kobayashi, JM Ansermino, GA Dumont
Physiological measurement 33 (10), 1617, 2012
962012
Capillary refill time: is it still a useful clinical sign?
A Pickard, W Karlen, JM Ansermino
Anesthesia & Analgesia 113 (1), 120-123, 2011
962011
CapnoBase: Signal database and tools to collect, share and annotate respiratory signals
W Karlen, M Turner, E Cooke, GA Dumont, JM Ansermino
Annual Meeting of the Society for Technology in Anesthesia (STA) 48, 25, 2010
962010
Empirical mode decomposition for respiratory and heart rate estimation from the photoplethysmogram
A Garde, W Karlen, P Dehkordi, JM Ansermino, GA Dumont
Computing in cardiology 2013, 799-802, 2013
662013
Improving the accuracy and efficiency of respiratory rate measurements in children using mobile devices
W Karlen, H Gan, M Chiu, D Dunsmuir, G Zhou, GA Dumont, ...
PloS one 9 (6), e99266, 2014
652014
Adaptive pulse segmentation and artifact detection in photoplethysmography for mobile applications
W Karlen, JM Ansermino, G Dumont
2012 Annual International Conference of the IEEE Engineering in Medicine and …, 2012
612012
Beat by beat: Classifying cardiac arrhythmias with recurrent neural networks
P Schwab, GC Scebba, J Zhang, M Delai, W Karlen
2017 Computing in Cardiology (CinC), 1-4, 2017
572017
Cxplain: Causal explanations for model interpretation under uncertainty
P Schwab, W Karlen
arXiv preprint arXiv:1910.12336, 2019
552019
Human-centered Phone Oximeter Interface Design for the Operating Room
W Karlen, G Dumont, C Petersen, J Gow, J Lim, J Sleiman, JM Ansermino
HEALTHINF 2011 Proceedings of the International Conference on Health Informatics, 2011
502011
Usability testing of a prototype Phone Oximeter with healthcare providers in high‐and low‐medical resource environments
J Hudson, SM Nguku, J Sleiman, W Karlen, GA Dumont, CL Petersen, ...
Anaesthesia 67 (9), 957-967, 2012
482012
Improving actigraph sleep/wake classification with cardio-respiratory signals
W Karlen, C Mattiussi, D Floreano
Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual …, 2008
472008
Pulse rate variability compared with heart rate variability in children with and without sleep disordered breathing
P Dehkordi, A Garde, W Karlen, D Wensley, JM Ansermino, GA Dumont
2013 35th Annual International Conference of the IEEE Engineering in …, 2013
442013
Perfect match: A simple method for learning representations for counterfactual inference with neural networks
P Schwab, L Linhardt, W Karlen
arXiv preprint arXiv:1810.00656, 2018
412018
Granger-causal attentive mixtures of experts: Learning important features with neural networks
P Schwab, D Miladinovic, W Karlen
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 4846-4853, 2019
402019
Estimation of respiratory rate from photoplethysmographic imaging videos compared to pulse oximetry
W Karlen, A Garde, D Myers, C Scheffer, JM Ansermino, GA Dumont
IEEE journal of biomedical and health informatics 19 (4), 1331-1338, 2015
402015
Design challenges for camera oximetry on a mobile phone
W Karlen, J Lim, JM Ansermino, G Dumont, C Scheffer
2012 Annual International Conference of the IEEE Engineering in Medicine and …, 2012
362012
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Articles 1–20