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2020 – today
- 2023
[c33]Tugce Canbaz Gumussu
, Giulia Da Poian, Silvano Cortesi, Walter Karlen:
Real-Time Detection of Sleep Arousals with a Head-Mounted Accelerometer. EMBC 2023: 1-4- 2022
- [j10]Neng-Tai Chiu, Stephanie Huwiler, Maria Laura Ferster, Walter Karlen, Hau-Tieng Wu, Caroline Lustenberger:
Get rid of the beat in mobile EEG applications: A framework towards automated cardiogenic artifact detection and removal in single-channel EEG. Biomed. Signal Process. Control. 72(Part): 103220 (2022) - [j9]Maria Laura Ferster, Giulia Da Poian, Kiran Menachery, Simon J. Schreiner, Caroline Lustenberger, Angelina Maric, Reto Huber, Christian R. Baumann, Walter Karlen:
Benchmarking Real-Time Algorithms for In-Phase Auditory Stimulation of Low Amplitude Slow Waves With Wearable EEG Devices During Sleep. IEEE Trans. Biomed. Eng. 69(9): 2916-2925 (2022) - [i13]Maria Laura Ferster, Giulia Da Poian, Kiran Menachery, Simon J. Schreiner, Caroline Lustenberger, Angelina Maric, Reto Huber, Christian R. Baumann, Walter Karlen:
Benchmarking real-time algorithms for in-phase auditory stimulation of low amplitude slow waves with wearable EEG devices during sleep. CoRR abs/2203.02354 (2022) - 2021
- [j8]Gaetano Scebba, Giulia Da Poian, Walter Karlen:
Multispectral Video Fusion for Non-Contact Monitoring of Respiratory Rate and Apnea. IEEE Trans. Biomed. Eng. 68(1): 350-359 (2021) - [j7]Patrick Schwab, Walter Karlen:
A Deep Learning Approach to Diagnosing Multiple Sclerosis from Smartphone Data. IEEE J. Biomed. Health Informatics 25(4): 1284-1291 (2021) - [i12]Gaetano Scebba, Jia Zhang, Sabrina Catanzaro, Carina Mihai, Oliver Distler, Martin Berli, Walter Karlen:
Detect-and-Segment: a Deep Learning Approach to Automate Wound Image Segmentation. CoRR abs/2111.01590 (2021) - 2020
- [j6]Xiao-Rong Ding, Bryan P. Yan, Walter Karlen, Yuan-Ting Zhang, Hon Ki Tsang:
Pulse transit time based respiratory rate estimation with singular spectrum analysis. Medical Biol. Eng. Comput. 58(2): 257-266 (2020) - [c32]Patrick Schwab, Lorenz Linhardt, Stefan Bauer, Joachim M. Buhmann, Walter Karlen:
Learning Counterfactual Representations for Estimating Individual Dose-Response Curves. AAAI 2020: 5612-5619 - [c31]Abhilash Guru Dutt, Michaela Verling, Walter Karlen:
Wearable bioimpedance for continuous and context-aware clinical monitoring. EMBC 2020: 3985-3988 - [c30]Jia Zhang, Gaetano Scebba, Walter Karlen:
Covariance intersection to improve the robustness of the photoplethysmogram derived respiratory rate. EMBC 2020: 5939-5942 - [i11]Patrick Schwab, Walter Karlen:
A Deep Learning Approach to Diagnosing Multiple Sclerosis from Smartphone Data. CoRR abs/2001.09748 (2020) - [i10]Gaetano Scebba, Giulia Da Poian, Walter Karlen:
Multispectral Video Fusion for Non-contact Monitoring of Respiratory Rate and Apnea. CoRR abs/2004.09834 (2020) - [i9]Joachim A. Behar, Chengyu Liu, Kenta Tsutsui, Valentina D. A. Corino, Janmajay Singh, Marco A. F. Pimentel, Walter Karlen, Philip Warrick, Sebastian Zaunseder, Fernando Andreotti, Maxim Osipov, Patrick E. McSharry, Kevin Kotzen, Chandan K. Karmakar, Gari D. Clifford:
Remote health monitoring in the time of COVID-19. CoRR abs/2005.08537 (2020)
2010 – 2019
- 2019
- [c29]Patrick Schwab, Walter Karlen:
PhoneMD: Learning to Diagnose Parkinson's Disease from Smartphone Data. AAAI 2019: 1118-1125 - [c28]Patrick Schwab, Djordje Miladinovic, Walter Karlen:
Granger-Causal Attentive Mixtures of Experts: Learning Important Features with Neural Networks. AAAI 2019: 4846-4853 - [c27]Patrick Schwab, Walter Karlen:
CXPlain: Causal Explanations for Model Interpretation under Uncertainty. NeurIPS 2019: 10220-10230 - [i8]Patrick Schwab, Lorenz Linhardt, Stefan Bauer, Joachim M. Buhmann, Walter Karlen:
Learning Counterfactual Representations for Estimating Individual Dose-Response Curves. CoRR abs/1902.00981 (2019) - [i7]Matthias Hüser, Adrian Kündig, Walter Karlen, Valeria De Luca, Martin Jaggi:
Forecasting intracranial hypertension using multi-scale waveform metrics. CoRR abs/1902.09499 (2019) - [i6]Patrick Schwab, Walter Karlen:
CXPlain: Causal Explanations for Model Interpretation under Uncertainty. CoRR abs/1910.12336 (2019) - 2018
- [j5]Walter Karlen, Thomas Schauer, Knut Möller, Olaf Simanski:
Automation in medicine: from homecare to clinical applications. Autom. 66(12): 990-992 (2018) - [c26]Patrick Schwab, Emanuela Keller, Carl Muroi, David J. Mack, Christian Strässle, Walter Karlen:
Not to Cry Wolf: Distantly Supervised Multitask Learning in Critical Care. ICML 2018: 4525-4534 - [i5]Patrick Schwab, Walter Karlen:
Granger-causal Attentive Mixtures of Experts. CoRR abs/1802.02195 (2018) - [i4]Patrick Schwab, Emanuela Keller, Carl Muroi, David J. Mack, Christian Strässle, Walter Karlen:
Not to Cry Wolf: Distantly Supervised Multitask Learning in Critical Care. CoRR abs/1802.05027 (2018) - [i3]Patrick Schwab, Lorenz Linhardt, Walter Karlen:
Perfect Match: A Simple Method for Learning Representations For Counterfactual Inference With Neural Networks. CoRR abs/1810.00656 (2018) - [i2]Patrick Schwab, Walter Karlen:
PhoneMD: Learning to Diagnose Parkinson's Disease from Smartphone Data. CoRR abs/1810.01485 (2018) - 2017
- [c25]Patrick Schwab, Gaetano Claudio Scebba, Jia Zhang, Marco Delai, Walter Karlen:
Beat by Beat: Classifying Cardiac Arrhythmias with Recurrent Neural Networks. CinC 2017 - [c24]Gaetano Scebba, Jelena Dragas, Suyi Hu, Walter Karlen:
Improving ROI detection in photoplethysmographic imaging with thermal cameras. EMBC 2017: 4285-4288 - [i1]Patrick Schwab, Gaetano Scebba, Jia Zhang, Marco Delai, Walter Karlen:
Beat by Beat: Classifying Cardiac Arrhythmias with Recurrent Neural Networks. CoRR abs/1710.06319 (2017) - 2016
- [c23]Xiao-Rong Ding, Yuan-Ting Zhang, Hon Ki Tsang, Walter Karlen:
A pulse transit time based fusion method for the noninvasive and continuous monitoring of respiratory rate. EMBC 2016: 4240-4243 - 2015
- [j4]Walter Karlen, Ainara Garde, Dorothy Myers, Cornie Scheffer, John Mark Ansermino, Guy Albert Dumont:
Estimation of Respiratory Rate From Photoplethysmographic Imaging Videos Compared to Pulse Oximetry. IEEE J. Biomed. Health Informatics 19(4): 1331-1338 (2015) - 2014
- [c22]Parastoo Dehkordi, Ainara Garde, Walter Karlen, David Wensley, John Mark Ansermino, Guy Albert Dumont:
Sleep Stage Classification in Children using Photoplethysmogram Pulse Rate Variability. CinC 2014: 297-300 - [c21]Walter Karlen, Cornie Scheffer:
Design of an interactive medical guideline application for community health workers. EMBC 2014: 1366-1369 - [c20]Ainara Garde, Walter Karlen, Parastoo Dehkordi, John Mark Ansermino, Guy Albert Dumont:
Oxygen saturation resolution influences regularity measurements. EMBC 2014: 2257-2260 - [c19]Walter Karlen, Guy Albert Dumont, Cornie Scheffer:
Sharing Vital Signs between mobile phone applications. EMBC 2014: 3646-3649 - [c18]Walter Karlen, Ainara Garde, Dorothy Myers, Cornie Scheffer, John Mark Ansermino, Guy Albert Dumont:
Respiratory rate assessment from photoplethysmographic imaging. EMBC 2014: 5397-5400 - 2013
- [j3]Walter Karlen, Srinivas Raman, John Mark Ansermino, Guy Albert Dumont:
Multiparameter Respiratory Rate Estimation From the Photoplethysmogram. IEEE Trans. Biomed. Eng. 60(7): 1946-1953 (2013) - [c17]Ainara Garde, Walter Karlen, Parastoo Dehkordi, John Mark Ansermino, Guy Albert Dumont:
Empirical Mode Decomposition for Respiratory and Heart Rate Estimation from the Photoplethysmogram. CinC 2013: 799-802 - [c16]Parastoo Dehkordi, Ainara Garde, Walter Karlen, David Wensley, John Mark Ansermino, Guy Albert Dumont:
Pulse Rate Variability in Children with Disordered Breathing during Different Sleep Stages. CinC 2013: 1015-1018 - [c15]Walter Karlen, John Mark Ansermino, Guy Albert Dumont, Cornie Scheffer:
Detection of the optimal region of interest for camera oximetry. EMBC 2013: 2263-2266 - [c14]Ainara Garde, Walter Karlen, Parastoo Dehkordi, David Wensley, John Mark Ansermino, Guy Albert Dumont:
Oxygen saturation in children with and without obstructive sleep apnea using the phone-oximeter. EMBC 2013: 2531-2534 - [c13]Parastoo Dehkordi, Ainara Garde, Walter Karlen, David Wensley, John Mark Ansermino, Guy Albert Dumont:
Pulse rate variability compared with heart rate variability in children with and without sleep disordered breathing. EMBC 2013: 6563-6566 - [c12]Walter Karlen, Joanne Lim, John Mark Ansermino, Guy Albert Dumont, Cornie Scheffer:
Recognition of correct finger placement for photoplethysmographic imaging. EMBC 2013: 7480-7483 - 2012
- [c11]Walter Karlen, Joanne Lim, John Mark Ansermino, Guy Albert Dumont, Cornie Scheffer:
Design challenges for camera oximetry on a mobile phone. EMBC 2012: 2448-2451 - [c10]Walter Karlen, John Mark Ansermino, Guy Albert Dumont:
Adaptive pulse segmentation and artifact detection in photoplethysmography for mobile applications. EMBC 2012: 3131-3134 - [c9]Chris J. Brouse, Walter Karlen, Guy Albert Dumont, Dorothy Myers, Erin Cooke, Jonathan Stinson, Joanne Lim, John Mark Ansermino:
Real-time cardiorespiratory coherence detects antinociception during general anesthesia. EMBC 2012: 3813-3816 - 2011
- [j2]Walter Karlen, Dario Floreano:
Adaptive Sleep-Wake Discrimination for Wearable Devices. IEEE Trans. Biomed. Eng. 58(4): 920-926 (2011) - [c8]Walter Karlen, Guy Albert Dumont, Chris Petersen, Jennifer Gow, John Mark Ansermino:
An Adaptive Single Frequency Phase Vocoder for Low-power Heart Rate Detection - Development of a Fast and Low-power Heart Rate Estimation Algorithm for Mobile Phone Applications. BIODEVICES 2011: 30-35 - [c7]Walter Karlen, Chris Petersen, Jennifer Gow, John Mark Ansermino, Guy Albert Dumont:
Photoplethysmogram Processing Using an Adaptive Single Frequency Phase Vocoder Algorithm. BIOSTEC (Selected Papers) 2011: 31-42 - [c6]Walter Karlen, Dario Floreano:
Sleepic - Developments for a Wearable On-line Sleep and Wake Discrimination System. BIOSIGNALS 2011: 132-137 - [c5]Walter Karlen, Guy Albert Dumont, Chris Petersen, Jennifer Gow, Joanne Lim, Jules Sleiman, John Mark Ansermino:
Human-centered Phone Oximeter Interface Design for the Operating Room - Pulse Oximeter Interfaced to a Mobile Device for Anesthesia Monitoring in the Developing World. HEALTHINF 2011: 433-438 - [c4]Walter Karlen, Christopher J. Brouse, Erin Cooke, John Mark Ansermino, Guy Albert Dumont:
Respiratory rate estimation using respiratory sinus arrhythmia from photoplethysmography. EMBC 2011: 1201-1204 - [c3]Christopher J. Brouse, Walter Karlen, Dorothy Myers, Erin Cooke, Jonathan Stinson, Joanne Lim, Guy Albert Dumont, John Mark Ansermino:
Wavelet transform cardiorespiratory coherence detects patient movement during general anesthesia. EMBC 2011: 6114-6117 - [c2]Walter Karlen, Amelia Pickard, Jeremy P. Daniels, Arthur Kwizera, Charles Ibingira, Guy Albert Dumont, John Mark Ansermino:
Automated Validation of Capillary Refill Time Measurements Using Photo-Plethysmogram from a Portable Device for Effective Triage in Children. GHTC 2011: 66-71
2000 – 2009
- 2009
- [b1]Walter Karlen:
Adaptive wake and sleep detection for wearable systems. EPFL, Switzerland, 2009 - [j1]Walter Karlen, Claudio Mattiussi, Dario Floreano:
Sleep and Wake Classification With ECG and Respiratory Effort Signals. IEEE Trans. Biomed. Circuits Syst. 3(2): 71-78 (2009) - 2005
- [c1]Fabien Tâche, Masoud Asadpour, Gilles Caprari, Walter Karlen, Roland Siegwart:
Perception and behavior of InsBot : Robot-Animal interaction issues. ROBIO 2005: 517-522
Coauthor Index
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