Advanced research on
human behavior
We collaborate with the best research teams in the world to advance the understanding of human health in real-life settings. Our work is focused on measuring and quantifying the impact of wearable technology in health, while our products have been used in a breadth of contexts, from large scale clinical trials to intimate academic studies. Together, we are pioneering and establishing new ways to care for patients, in neurology and beyond.
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Artificial intelligence in medicine: Today and tomorrow.
Frontiers in Medicine.
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Artificial intelligence in medicine: Today and tomorrow.
Frontiers in Medicine.
Continuous physiological monitoring using wearable technology to inform individual management of infectious diseases, public health and outbreak responses.
International Journal of Infectious Diseases.
Assessment of the potential of wrist-worn wearable sensors for driver drowsiness detection.
Sensors (Basel, Switzerland).
An emotional roller coaster: Electrophysiological evidence of emotional engagement during a coller-Coaster ride with virtual reality add-on.
Journal of Hospitality & Tourism Research.
Framework for selecting and benchmarking mobile devices in psychophysiological research.
Behavior Research Methods.
Distinguishing anxiety subtypes of English language learners towards augmented emotional clarity.
Artificial Intelligence in Education.
Making sense of sleep: Multimodal sleep stage classification in a large, diverse population using movement and cardiac sensing.
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies.
Adaptive, Real-time, Intelligent System to Enhance Self-care of Chronic Disease (ARISES).
Imperial College Clinical Research Facility. London, United Kingdom.
Exploring bio-behavioral signal trajectories of state anxiety during public speaking
2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
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How to relax in stressful situations: A smart stress reduction system.
General Psychology and Communication Psychology, Catholic University of Milan
Objective measurement of physician stress in the emergency department using a wearable sensor.
Proceedings of the 53rd Hawaii International Conference on System Sciences | 2020
From seizure detection to prediction: A review of wearables and related devices applicable to epileptic seizure prediction via peripheral measurements.
IT - Instituto de Telecomunicações. Instituto Superior Técnico, Lisboa, Portugal.
Artificial intelligence in medicine: today and tomorrow.
Medical Informatics, School of Medicine, Université Libre de Bruxelles, Brussels, Belgium.
Review of consumer wearables in emotion, stress, meditation, sleep and activity detection and analysis.
Department of Computational Intelligence Faculty of Computer Science and Management Wrocław University of Science and Technology Wrocław, Poland.
Psychophysiologic measures of cognitive lead in physician team leaders during trauma resuscitation.
Computers in Human Behavior.
Music emotion detection: A framework based on electrodermal activities.
Dipartimento di Elettronica, Informazione e Bioingegneria. Politecnico di Milano.
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Objective measurement of physicians stress in the emergency department using a wearable sensor.
Personal Health and Wellness Management with Technologies.
Stressing the accuracy: Wrist-worn wearable sensor validation over different conditions.
Psychophysiology (Journal).
Pedometer-measured physical activity among emergency physicians during shifts.
The American Journal of Emergency Medicine, 38(1), 118–121.
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Evaluation of a VR system for Pain Management using binaural acoustic stimulation.
Multimedia Tools and Applications, Springer Science+Business Media
Detecting Moments of Stress from Measurements of Wearable Physiological Sensors.
Sensors, 19(17), 3805.
Stressing the accuracy: Wrist‐worn wearable sensor validation over different conditions.
Psychophysiology, 56(11).
Multi-Modal Acute Stress Recognition Using Off-the-Shelf Wearable Devices.
2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2196–2201.
Sleep quality prediction in caregivers using physiological signals.
Computers in Biology and Medicine, 110, 276–288.
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Reliable respiratory rate extraction using PPG.
2020 IEEE 11th Latin American Symposium on Circuits & Systems (LASCAS).
Physiological monitoring of aerospace crew state.
Virginia Tech, NASA Johnson Space Center.
Prospective Evaluation of Generalized Tonic-Clonic Seizure Multimodal Detection Comparison between Pediatric and Adult Cohorts in EMU.
American Epilepsy Society 73rd Annual Meeting 2019, Baltimore, MD, USA.
Prospective evaluation of seizure detection performance of the Embrace wristband on pediatric patients in the epilepsy monitoring unit.
2nd International Congress on Mobile Devices and Seizure Detection in Epilepsy. Lausanne, Switzerland.
Wrist accelerometry-based detection of nocturnal myoclonic seizures.
2nd International Congress on Mobile Devices and Seizure Detection in Epilepsy. Lausanne, Switzerland.
Improvement of generalized tonic-clonic seizure detection by Embrace wristband on inpatient and outpatient data.
2nd International Congress on Mobile Devices and Seizure Detection in Epilepsy. Lausanne, Switzerland.
Multimodal wrist-worn devices for seizure detection and advancing research: Focus on the Empatica wristbands.
Epilepsy Research, 153, 79–82.
Public speaking anxiety in a real classroom: Towards developing a reflection system.
Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems
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Using unobtrusive wearable sensors to measure the physiological synchrony between presenters and audience members.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 3(1), 13:1–13:19.
other
Emotion classification using advanced machine learning techniques applied to wearable physiological signals data.
PhD, Queensland University of Technology.
other
A machine learning-based approach for collaborative non-adherence detection during opioid abuse surveillance using a wearable biosensor.
Biomedical Engineering Systems and Technologies, International Joint Conference, BIOSTEC
Towards technology-based interventions for improving emotional and cognitive control.
Extended Abstracts of the 2018 CHI Conference.
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Using sensor technology to capture the structure and content of team interactions in medical emergency teams during stressful moments.
Vol 6 No 3 (2018): Frontline Learning Research: Special issue (Part 1).
Using sleet time data from wearable sensors for early detection of migraine attacks.
Sensors (Basel, Switzerland), 18(5).
Autonomic characterization of non-convulsive seizures based on wrist-worn sensors.
American Epilepsy Society 72nd Annual Meeting 2018, New Orleans.
Clinical evaluation of the Embrace smartwatch detection capability of generalized tonic-clonic seizures recorded at the ankles.
American Epilepsy Society 72nd Annual Meeting 2018, New Orleans.
Common data elements for epilepsy mobile health systems.
Epilepsia, 59(5), 1020–1026.
Performance assessment of Embrace, the first FDA approved smartwatch for convulsive seizure detection.
Partners Against Mortality in Epilepsy meeting.
Sleep and memory consolidation in older patients with epilepsy: A neurophysiologic analysis.
American Epilepsy Society 72nd Annual Meeting 2018, New Orleans.
other
HealthyClassroom: A proof-of-concept study for discovering students’ daily moods and classroom emotions to enhance a learning-teaching process using heterogeneous sensors.
International Conference on Pattern Recognition Applications and Methods 2018.
Sudden unexpected death in epilepsy: Risk factors, biomarkers, and prevention.
Acta Neurologica Scandinavica.
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Using sensor technology to capture the structure and content of team interactions in medical emergency teams during stressful moments.
Frontline Learning Research, 123–147.
An inter-domain study for arousal recognition from physiological signals.
Informatica, 42(1).
other
EngageMon: Multi-modal engagement sensing for mobile games.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2(1), 13:1–13:27.
Are the days of counting seizures numbered?
Current Opinion in Neurology, 31(2), 162–168.
stress
Just Breathe: In-car Interventions for guided slow breathing.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2(1), 28:1–28:23.
Evaluation of the accuracy and reliability for photoplethysmography based heart rate and beat-to-beat detection during daily activities.
EMBEC & NBC 2017 (pp. 145–148). Springer Singapore.
Profiling sympathetic arousal in a physics course: How active are students?
Journal of Computer Assisted Learning, 34(4), 397–408.
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Recent trends in machine learning for human activity recognition—A survey.
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery.
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Tracking technologies and urban analysis: Adding the emotional dimension.
Cities, 72, Part A, 34–42.
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Using sleep time data from wearable sensors for early detection of migraine attacks.
Sensors, 18(5), 1374.
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Continuous blood pressure estimation from PPG signal.
Informatica, 42(1).
RADAR-base: Major depressive disorder and epilepsy case studies.
International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 1735–1743.
A review of wearable solutions for physiological and emotional monitoring for use by people with autism spectrum disorder and their caregivers.
Sensors (Basel, Switzerland), 18(12).
Seizure detection: Do current devices work? And when can they be useful?
Current Neurology and Neuroscience Reports, 18(7).
Assessment of physiological signals during happiness, sadness, pain or anger.
Wireless Mobile Communication and Healthcare (Vol. 192, pp. 107–114). Springer International Publishing.
A simple algorithm for emotion recognition, using physiological signals of a smart watch.
2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2353–2356.
Multicenter clinical assessment of improved wearable multimodal convulsive seizure detectors.
Epilepsia, 58(11), 1870–1879.
Detection of atrial fibrillation episodes using a wristband device.
Physiological Measurement Vol.38.
Real time Performance in Outpatient Settings for Embrace Seizure Detection System with User-Adjustable Sensitivity.
American Epilepsy Society 71st Annual Meeting 2017, Washington D.C.
Real time seizure detection performance with Embrace alert system, One year real-life setting case study.
1st International congress on mobile health devices and seizure detection in epilepsy, Copenhaghen.
Tuning decision thresholds for active/rest periods significantly improves seizure detection algorithm performance, An evaluation using Embrace Smartwatch on outpatient settings.
32nd International Epilepsy Congress, Barcelona.
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Skin conductance as an in situ marker for emotional arousal in children with neurodevelopmental communication impairments: Methodological considerations and clinical implications.
ACM Transactions on Accessible Computing, 9(3), 1–29.
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Sleep Devices: Wearables and nearables, informational and interventional, consumer and clinical.
Metabolism - Clinical and Experimental, 0(0).
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Using wearable technology to detect the autonomic signature of illness severity in schizophrenia.
Schizophrenia Research, In Press.
stress
Deep structures of collaboration: Physiological correlates of collective intelligence and group satisfaction.
20th ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW 2017).
stress
Racing heart and sweaty palms.
Intelligent Virtual Agents (Vol. 10498, pp. 83–86). Springer International Publishing.
other
Using emotions to empower the self-adaptation capability of software services.
Proceedings of the 2nd International Workshop on Emotion Awareness in Software Engineering, 15–21.
Detection of atrial fibrillation episodes using a wristband device.
Physiological Measurement, Volume 38.
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Phyisiological biomarkers for detection of imminent aggression in minimally verbal children with Autism Spectrum Disorder.
Journal of the American Academy of Child & Adolescent Psychiatry, 56, S256–S257.
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Effects of sharing physiological states of players in a collaborative virtual reality gameplay.
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 4045–4056.
other
TimeOut: Designing for emotional and cognitive control.
Master in Information Science. Universitas Bergensis.
stress
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Objective assessment of depressive symptoms with machine learning and wearable sensors data.
International Conference on Affective Computing and Intelligent Interaction (ACII), San Antonio, Texas.
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Objective vs. subjective reports of sleep quality in major depressive disorder: A pilot study.
Anxiety and Depression Conference (ADAA), San Francisco, California.
Classification of physiological data for emotion recognition.
Artificial Intelligence and Soft Computing, 619–627.
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The impact of soundtrack congruency on the aesthetic experience of contemporary dance: Exploring aesthetic interaction in terms of arousal and enjoyment ratings in three audio settings.
25th Anniversary Conference of the European Society for the Cognitive Sciences of Music, Ghent, Belgium.
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Using wearable physiological sensors to predict energy expenditure.
2017 International Conference on Rehabilitation Robotics (ICORR)
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All inkjet-printed graphene-based conductive patterns for wearable e-textile applications.
Journal of Materials Chemistry C.
Preferences in tracking dimensions for wearable technology.
International Journal of Clothing Science and Technology.
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Early detection of migraine attacks based on wearable sensors: Experiences of data collection using Empatica E4.
2017 ACM International Symposium on Wearable Computer.
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Energy efficient heart rate sensing using a painted electrode ECG wearable.
2017 Global Internet of Things Summit (GIoTS).
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Promoting CARE: Changes via Awareness, Recognition and Experience.
Proceedings of the 2017 Conference on Interaction Design and Children, 783–787.
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Exploring the behaviour of distracted drivers during different levels of automation in driving.
International Conference on Driver Distraction and Inattention (DDI2017).
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Exploring the effect of vibrotactile feedback through the floor on social presence in an immersive virtual environment.
Virtual Reality (VR), 2017 IEEE, 105–111.
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Mobile Health Technology Using a Wearable Sensorband for Female College Students With Problem Drinking: An Acceptability and Feasibility Study.
JMIR MHealth and UHealth, 5(7), e90.
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Wearable sensors for remote health monitoring.
State-of-the-Art Sensors Technology in Canada 2017.
Internet of Things based e-health systems: Ideas, expectations and concerns.
In Handbook of Large-Scale Distributed Computing in Smart Healthcare (pp. 241–280).
Short communication: Emerging technologies for biometeorology.
International Journal of Biometeorology, 1–8.
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A Driver State Detection System-Combining a Capacitive Hand Detection Sensor With Physiological Sensors.
IEEE Transactions on Instrumentation and Measurement, PP(99), 1–13.
other
Biosensing and geography: A mixed methods approach.
Applied Geography, 87, 160–169.
sleep
A deep learning-based approach for the recognition of sleep disorders in patients with cognitive diseases: A case study.
Annals of Computer Science and Information Systems, Volume 12.
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The revolution of personalized psychiatry: Will technology make it happen sooner?
Psychological Medicine, 1–9.
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Quantity of movement as a measure of engagement for dementia: The influence of motivational disorders.
American Journal of Alzheimer’s Disease & Other Dementiasr, 1533317517739700.
Biometrics wave poised to transform future driving.
Biometric Technology Today, 2017(5), 5–8.
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Emotion recognition using physiological signals: Laboratory vs. wearable sensors.
Advances in Human Factors in Wearable Technologies and Game Design, 15–22.
Space–Emotion in acousmatic music.
Organised Sound, 22(3), 394–405.
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Using support vector machines for atrial fibrillation screening.
2017 IEEE 26th International Symposium on Industrial Electronics (ISIE).
stress
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A Survey of Wearable Devices and Challenges.
IEEE Communications Surveys Tutorials, PP(99), 1–1.
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Social and competition stress detection with wristband physiological signals.
2017 IEEE 14th International Conference on Wearable and Implantable Body Sensor Networks (BSN), 39–42.
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Real-time measurement of tourists’ objective and subjective emotions in time and space.
Journal of Travel Research, 0047287517691155.
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Understanding the relationship between performance characteristics, shot selection and decision-making in the game of tennis.
Doctor of Philosophy (PhD). Clemson University.
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Expanding the scope of learning analytics data: Preliminary findings on attention and self-regulation using wearable technology.
Proceedings of the Seventh International Learning Analytics & Knowledge Conference, 203–207.
On the impact of affect in software engineering.
Université de Montréal.
seizure detection
other
Joint action aesthetics.
PLOS ONE, 12(7), e0180101.
other
Mood controlled affective ambiences for the elderly.
University of Twente.
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Arousal detection for biometric data in built environments using machine learning.
IJCAI 2017 Workshop on Artificial Intelligence in Affective Computing, 58–72.
other
Mediated atmospheres: A multimodal mediated work environment.
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 1(2), 1–23.
Improvement of a convulsive seizure detector relying on accelerometer and electrodermal activity collected continuously by a wristband.
2016 Epilepsy Pipeline Conference, San Francisco, California.
Embrace, a wearable convulsive seizure detection and alert system. First performance report of a case study in real-life settings.
American Epilepsy Society Annual Meeting.
A wristband assessment of accelerometryand autonomic activity of epileptic patients.
Partners Against Mortality in Epilepsy.
Improving convulsive seizure detection by exploiting data from outpatient settings using the Embrace wristband.
12th European Congress on Epileptology, Prague.
A review of theoretical and practical challenges of trusted autonomy in big data.
IEEE Access, 4, 2808–2830.
other
A thermal emotion classifier for improved human-robot interaction.
Robot and Human Interactive Communication (RO-MAN), 2016 25th IEEE International Symposium On, 718–723.
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Remote patient monitoring for improving outpatient care of patients at risk for sepsis.
2016 IEEE Systems and Information Engineering Design Symposium (SIEDS), 136–141.
Multi-Biosignal Analysis for Epileptic Seizure Monitoring.
International Journal of Neural Systems, 1650031.
A short review and primer on electrodermal activity in human computer interaction applications.
ArXiv Preprint ArXiv:1608.06986.
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An eye-tracking assessment of coronary care nurses during the interpretation of patient monitoring scenarios.
Computing in Cardiology 2016, Vancouver, Canada.
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Leveraging biometric data to boost software developer productivity.
2016 IEEE 23rd International Conference on Software Analysis, Evolution, and Reengineering (SANER), 5, 66–77.
From big data to deep insight in developmental science.
Wiley interdisciplinary reviews: Cognitive science.
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Continuous stress detection using a wrist device: In laboratory and real life.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct, 1185–1193.
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Remembering through lifelogging: A survey of human memory augmentation.
Pervasive and Mobile Computing.
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Managing emotions for the treatment of patients with chronic low back pain.
Proceedings of the XVII International Conference on Human Computer Interaction, 30:1–30:2.
Emerging security mechanisms for medical cyber physical systems.
IEEE/ACM Transactions on Computational Biology and Bioinformatics, PP(99), 1–1.
other
Visualizing excitement of individuals and groups.
Proceedings of EmoVis 2016, 15–22.
Method for improving EEG based emotion recognition by combining it with synchronized biometric and eye tracking technologies in a non-invasive and low cost way.
Frontiers in Computational Neuroscience, 85.
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Emotional arousal estimation while reading comics based on physiological signal analysis.
Proceedings of the 1st International Workshop on CoMics ANalysis, Processing and Understanding, 7:1–7:4.
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Validation of the Empatica E4 wristband.
2016 IEEE EMBS International Student Conference (ISC).
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Using biometric sensors to increase developers’ productivity.
University of Zurich, Switzerland 2016.
other
Using (bio)metrics to predict code quality online.
Proceedings of the 38th International Conference on Software Engineering, 452–463.
stress
A comparison of wearable and stationary sensors for stress detection.
2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 004362–004366.
stress
Your environment and you: Investigating stress triggers and characteristics of the built environment.
Master of Landscape Architecture, Kansas State University.
sleep
Novel approaches to measuring infant daytime sleep neurophysiology and autonomic activity.
Temporal Dynamics of Learning Center.
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Investigating collaborative learning success with physiological coupling indices based on electrodermal activity.
Proceedings of the Sixth International Conference on Learning Analytics & Knowledge, 64–73.
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Wearable devices and their applications in surgical robot control and p-medicine.
IEEE 20th International Conference on Computer Supported Cooperative Work in Design.
Personal informatics for everyday life: How users without prior self-tracking experience engage with personal data.
International Journal of Human-Computer Studies, 94, 1–17.
All the feels: Introducing biometric data to online gameplay streams.
Proceedings of the 2016 Annual Symposium on Computer-Human Interaction in Play Companion Extended Abstracts, 261–267.
Detection and prediction of seizures using a wrist-based wearable platform.
Journal of Chemical and Pharmaceuticcal Sciences, 9(4), 3208–3215.
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HuSIS: A dedicated space for studying human interactions.
IEEE Computer Graphics and Applications, 36(6), 26–36.
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Emotion recognition based on physiological sensor data using codebook approach.
Information Technologies in Medicine (pp. 27–39). Springer International Publishing.
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Comprehensive observation and its role in self-awareness; an emotion recognition system example.
2016 Federated Conference on Computer Science and Information Systems, Gdansk.
seizure detection
Use of galvanic skin responses, salivary biomarkers, and self-reports to assess undergraduate student performance during a laboratory exam activity.
Journal of Visualized Experiments, 108.
Development and clinical evaluation of an mHealth application for stress management.
Public Mental Health, 130.
The wearable multimodal monitoring system: A platform to study falls and near-falls in the real-world.
Lecture Notes in Computer Science book series (LNCS, volume 9194).
An improved wrist-worn convulsive seizure detector based on accelerometry and electrodermal activity sensors.
American Epilepsy Society Annual Meeting.
A Fast Algorithm for Extracting the Breathing Rate from PPG Signal.
37th Annual International Conference of the IEEE, 2015
On how to extract breathing rate from PPG signal using wearable devices.
Biomedical Circuits and Systems Conference (BioCAS)
Seizure reporting technologies for epilepsy treatment: A review of clinical information needs and supporting technologies.
Seizure, European Journal of Epilepsy.
iMStrong: Deployment of a biosensor system to detect cocaine use.
Journal of Medical Systems, 39(12), 186.
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Wavelet-based motion artifact Removal for electrodermal activity.
Proceedings International Conference of the IEEE Engineering in Medicine and Biology Society.
Wavelet-based motion artifact Removal for electrodermal activity.
Proceedings International Conference of the IEEE Engineering in Medicine and Biology Society.
other
The wearable Living Lab: How wearables could support Living Lab projects.
Open Living Lab Days 2015, Istanbul, Turkey.
The wearable multimodal monitoring system: A platform to study falls and near-falls in the real-world.
In J. Zhou & G. Salvendy (Eds.), Human Aspects of IT for the Aged Population.
other
Roles for personal informatics in chronic pain.
Pervasive Computing Technologies for Healthcare (PervasiveHealth), 2015 9th International Conference On, 161–168.
Natural face-to-face conversation with socially intelligent robots.
2015 Workshop on Spatial Reasoning and Interaction for Real-World Robotics. IROS, Hamburg, Germany.
Using wearable sensors for semiology-independent seizure detection—Towards ambulatory monitoring of epilepsy.
2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.
The digital stress coach. Total control over your mental health, or “Big Brother is watching you”?
In Sincere Support—The rise of the e-coach: Vol. Chapter 6 (1st ed., pp. 161–176).
Detecting state anxiety when caring for people with dementia.
In J. Bravo, R. Hervás, & V. Villarreal (Eds.), Ambient Intelligence for Health (pp. 98–109). Springer International Publishing.
Measuring software developers’ perceived difficulty with biometric sensors.
Proceedings of the 37th International Conference on Software Engineering - Volume 2, 887–890.
Stuck and frustrated or in flow and happy: Sensing developers’ emotions and progress.
37th International Conference on Software Engineering.
stress
Wearable sensor data fusion for human stress estimation.
Master thesis, Linkoping University.
other
Exploring different ways of navigating emotionally responsive artwork in immersive virtual environments.
Electronic Visualisation and the Arts (EVA 2015).
Photoplethysmography revisited: From contact to non-contact, from point to imaging.
IEEE Transactions on Biomedical Engineering, 63(3), 463–477.
other
Active learning for electrodermal activity classification.
2015 IEEE Signal Processing in Medicine and Biology Symposium (SPMB), 1–6.
other
Apparatus for electrodermal activity measurement with current compensation.
World Intellectual Property Organization Patent No. WO2014147024A1.
Empatica E3—A wearable wireless multi-sensor device for real-time computerized biofeedback and data acquisition.
4th International Conference on Wireless Mobile Communication and Healthcare - Transforming Healthcare Through Innovations in Mobile and Wireless Technologies (MOBIHEALTH), 39–42.
Wearable technologies for automotive user interfaces: Danger or opportunity?
Adjunct Proceedings of the 6th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 1–5.
Experiential virtual scenarios with real-time monitoring (interreality) for the management of psychological stress: A block randomized controlled trial.
Journal of Medical Internet Research, 16(7), e167.
Experiential virtual scenarios with real-time monitoring (interreality) for the management of psychological stress: A block randomized controlled trial.
Journal of Medical Internet Research, 16(7), e167.
Multimodal PTSD characterization via the StartleMart game.
Journal on Multimodal User Interfaces, 9(1), 3–15.
Seizure detection, seizure prediction, and closed-loop warning systems in epilepsy.
Epilepsy & Behavior, 37, 291–307.
A Panorama of Artificial and Computational Intelligence in Games.
IEEE Transactions on Computational Intelligence and AI in Games, PP(99), 1–1.