Marco Altini

Publication Activity (10 Years)

Years Active: 2010-2021
Publications (10 Years): 12

Top Topics

Physical Activity

Hierarchical Bayesian Models

Top Venues

IEEE J. Biomed. Health Informatics

Wireless Health

Publications

Marco Altini, Lucy E. Dunne
What's Next For Wearable Sensing? IEEE Pervasive Comput. 20 (4) (2021)
Marco Altini, Daniel Plews
What Is behind Changes in Resting Heart Rate and Heart Rate Variability? A Large-Scale Analysis of Longitudinal Measurements Acquired in Free-Living. Sensors 21 (23) (2021)
Marco Altini, Hannu Kinnunen
The Promise of Sleep: A Multi-Sensor Approach for Accurate Sleep Stage Detection Using the Oura Ring. Sensors 21 (13) (2021)
Marco Altini, Elisa Rossetti, Michael Johannes Rooijakkers, Julien Penders
Towards Non-invasive Labour Detection: A Free-Living Evaluation. EMBC (2018)
Marco Altini, Oliver Amft
Estimating Running Performance Combining Non-invasive Physiological Measurements and Training Patterns in Free-Living. EMBC (2018)
Marco Altini, Chris Van Hoof, Oliver Amft
Relation between estimated cardiorespiratory fitness and running performance in free-living: An analysis of HRV4Training data. BHI (2017)
Marco Altini, Elisa Rossetti, Michiel Rooijakkers, Julien Penders, Dorien Lanssens, Lars Grieten, Wilfried Gyselaers
Combining electrohysterography and heart rate data to detect labour. BHI (2017)
Marco Altini, Elisa Rossetti, Michiel Rooijakkers, Julien Penders, Dorien Lanssens, Lars Grieten, Wilfried Gyselaers
Variable-length accelerometer features and electromyography to improve accuracy of fetal kicks detection during pregnancy using a single wearable device. BHI (2017)
Marco Altini, Patrick Mullan, Michiel Rooijakkers, Stefan Gradl, Julien Penders, Nele Geusens, Lars Grieten, Bjoern M. Eskofier
Detection of fetal kicks using body-worn accelerometers during pregnancy: Trade-offs between sensors number and positioning. EMBC (2016)
Marco Altini, Julien Penders, Oliver Amft
Estimating Oxygen Uptake During Nonsteady-State Activities and Transitions Using Wearable Sensors. IEEE J. Biomed. Health Informatics 20 (2) (2016)
Marco Altini, Pierluigi Casale, Julien Penders, Oliver Amft
Cardiorespiratory fitness estimation in free-living using wearable sensors. Artif. Intell. Medicine 68 (2016)
Marco Altini, Oliver Amft
HRV4Training: Large-scale longitudinal training load analysis in unconstrained free-living settings using a smartphone application. EMBC (2016)
Marco Altini, Pierluigi Casale, Julien Penders, Oliver Amft
Personalized cardiorespiratory fitness and energy expenditure estimation using hierarchical Bayesian models. J. Biomed. Informatics 56 (2015)
Julien Penders, Marco Altini, Chris Van Hoof, Eric Dy
Wearable Sensors for Healthier Pregnancies. Proc. IEEE 103 (2) (2015)
Marco Altini, Julien Penders, Ruud J. M. Vullers, Oliver Amft
Estimating Energy Expenditure Using Body-Worn Accelerometers: A Comparison of Methods, Sensors Number and Positioning. IEEE J. Biomed. Health Informatics 19 (1) (2015)
Marco Altini, Pierluigi Casale, Julien Penders, Oliver Amft
Personalization of Energy Expenditure Estimation in Free Living Using Topic Models. IEEE J. Biomed. Health Informatics 19 (5) (2015)
Pierluigi Casale, Marco Altini, Oliver Amft
Transfer Learning in Body Sensor Networks Using Ensembles of Randomized Trees. IEEE Internet Things J. 2 (1) (2015)
Marco Altini, Ruud J. M. Vullers, Chris Van Hoof, Marijn van Dort, Oliver Amft
Self-calibration of walking speed estimations using smartphone sensors. PerCom Workshops (2014)
Pierluigi Casale, Marco Altini, Oliver Amft
Transfer Learning in Body Sensor Networks Using Ensembles of Randomised Trees. BSN (2014)
Marco Altini, Julien Penders, Oliver Amft
Personalizing energy expenditure estimation using a cardiorespiratory fitness predicate. PervasiveHealth (2013)
Marco Altini, Julien Penders, Ruud J. M. Vullers, Oliver Amft
Personalized physical activity monitoring on the move. Wireless Health (2013)
Marco Altini, Julien Penders, Oliver Amft
Body weight-normalized Energy Expenditure estimation using combined activity and allometric scaling clustering. EMBC (2013)
Shanshan Chen, John C. Lach, Oliver Amft, Marco Altini, Julien Penders
Unsupervised activity clustering to estimate energy expenditure with a single body sensor. BSN (2013)
Marco Altini, Julien Penders, Ruud J. M. Vullers, Oliver Amft
Combining wearable accelerometer and physiological data for activity and energy expenditure estimation. Wireless Health (2013)
Marco Altini, Julien Penders, Oliver Amft
Energy expenditure estimation using wearable sensors: a new methodology for activity-specific models. Wireless Health (2012)
Marco Altini, Elisabetta Farella, Marco Pirini, Luca Benini
A Cost-effective Indoor Vibrotactile Navigation System for the Blind. HEALTHINF (2011)
Marco Altini, Salvatore Polito, Julien Penders, Hyejung Kim, Nick Van Helleputte, Sunyoung Kim, Refet Firat Yazicioglu
An ECG patch combining a customized ultra-low-power ECG SoC with Bluetooth low energy for long term ambulatory monitoring. Wireless Health (2011)
Marco Altini, Silvia Del Din, Shyamal Patel, Steven Schachter, Julien Penders, Paolo Bonato
A low-power multi-modal body sensor network with application to epileptic seizure monitoring. EMBC (2011)
Marco Altini, Julien Penders, Herman W. Roebbers
An Android-based body area network gateway for mobile health applications. Wireless Health (2010)