Marco Altini

30 papers C 2Journal 11Unranked 17
YearRankTypeTitle / Venue / Authors
2025 J jnl
Privacy in consumer wearable technologies: a living systematic analysis of data policies across leading manufacturers.
npj Digit. Medicine
Cailbhe Doherty, Maximus Baldwin, Rory Lambe, Marco Altini, Brian Caulfield
2021 J jnl
The Promise of Sleep: A Multi-Sensor Approach for Accurate Sleep Stage Detection Using the Oura Ring.
Sensors
Marco Altini, Hannu Kinnunen
2021 J jnl
What Is behind Changes in Resting Heart Rate and Heart Rate Variability? A Large-Scale Analysis of Longitudinal Measurements Acquired in Free-Living.
Sensors
Marco Altini, Daniel Plews
2021 J jnl
What's Next For Wearable Sensing?
IEEE Pervasive Comput.
Marco Altini, Lucy E. Dunne
2018 — conf
Estimating Running Performance Combining Non-invasive Physiological Measurements and Training Patterns in Free-Living.
EMBC
Marco Altini, Oliver Amft
2018 — conf
Towards Non-invasive Labour Detection: A Free-Living Evaluation.
EMBC
Marco Altini, Elisa Rossetti, Michael Johannes Rooijakkers, Julien Penders
2017 — conf
Combining electrohysterography and heart rate data to detect labour.
BHI
Marco Altini, Elisa Rossetti, Michiel Rooijakkers, Julien Penders, Dorien Lanssens, Lars Grieten, Wilfried Gyselaers
2017 — conf
Relation between estimated cardiorespiratory fitness and running performance in free-living: An analysis of HRV4Training data.
BHI
Marco Altini, Chris Van Hoof, Oliver Amft
2017 — conf
Variable-length accelerometer features and electromyography to improve accuracy of fetal kicks detection during pregnancy using a single wearable device.
BHI
Marco Altini, Elisa Rossetti, Michiel Rooijakkers, Julien Penders, Dorien Lanssens, Lars Grieten, Wilfried Gyselaers
2016 J jnl
Cardiorespiratory fitness estimation in free-living using wearable sensors.
Artif. Intell. Medicine
Marco Altini, Pierluigi Casale, Julien Penders, Oliver Amft
2016 — conf
Detection of fetal kicks using body-worn accelerometers during pregnancy: Trade-offs between sensors number and positioning.
EMBC
Marco Altini, Patrick Mullan, Michiel Rooijakkers, Stefan Gradl, Julien Penders, Nele Geusens, Lars Grieten, Bjoern M. Eskofier
2016 J jnl
Estimating Oxygen Uptake During Nonsteady-State Activities and Transitions Using Wearable Sensors.
IEEE J. Biomed. Health Informatics
Marco Altini, Julien Penders, Oliver Amft
2016 — conf
HRV4Training: Large-scale longitudinal training load analysis in unconstrained free-living settings using a smartphone application.
EMBC
Marco Altini, Oliver Amft
2015 J jnl
Estimating Energy Expenditure Using Body-Worn Accelerometers: A Comparison of Methods, Sensors Number and Positioning.
IEEE J. Biomed. Health Informatics
Marco Altini, Julien Penders, Ruud J. M. Vullers, Oliver Amft
2015 J jnl
Personalization of Energy Expenditure Estimation in Free Living Using Topic Models.
IEEE J. Biomed. Health Informatics
Marco Altini, Pierluigi Casale, Julien Penders, Oliver Amft
2015 J jnl
Personalized cardiorespiratory fitness and energy expenditure estimation using hierarchical Bayesian models.
J. Biomed. Informatics
Marco Altini, Pierluigi Casale, Julien Penders, Oliver Amft
2015 J jnl
Transfer Learning in Body Sensor Networks Using Ensembles of Randomized Trees.
IEEE Internet Things J.
Pierluigi Casale, Marco Altini, Oliver Amft
2015 J jnl
Wearable Sensors for Healthier Pregnancies.
Proc. IEEE
Julien Penders, Marco Altini, Chris Van Hoof, Eric Dy
2014 — conf
Self-calibration of walking speed estimations using smartphone sensors.
PerCom Workshops
Marco Altini, Ruud J. M. Vullers, Chris Van Hoof, Marijn van Dort, Oliver Amft
2014 C conf
Transfer Learning in Body Sensor Networks Using Ensembles of Randomised Trees.
BSN
Pierluigi Casale, Marco Altini, Oliver Amft
2013 — conf
Body weight-normalized Energy Expenditure estimation using combined activity and allometric scaling clustering.
EMBC
Marco Altini, Julien Penders, Oliver Amft
2013 — conf
Combining wearable accelerometer and physiological data for activity and energy expenditure estimation.
Wireless Health
Marco Altini, Julien Penders, Ruud J. M. Vullers, Oliver Amft
2013 — conf
Personalized physical activity monitoring on the move.
Wireless Health
Marco Altini, Julien Penders, Ruud J. M. Vullers, Oliver Amft
2013 — conf
Personalizing energy expenditure estimation using a cardiorespiratory fitness predicate.
PervasiveHealth
Marco Altini, Julien Penders, Oliver Amft
2013 C conf
Unsupervised activity clustering to estimate energy expenditure with a single body sensor.
BSN
Shanshan Chen, John C. Lach, Oliver Amft, Marco Altini, Julien Penders
2012 — conf
Energy expenditure estimation using wearable sensors: a new methodology for activity-specific models.
Wireless Health
Marco Altini, Julien Penders, Oliver Amft
2011 — conf
A Cost-effective Indoor Vibrotactile Navigation System for the Blind.
HEALTHINF
Marco Altini, Elisabetta Farella, Marco Pirini, Luca Benini
2011 — conf
A low-power multi-modal body sensor network with application to epileptic seizure monitoring.
EMBC
Marco Altini, Silvia Del Din, Shyamal Patel, Steven Schachter, Julien Penders, Paolo Bonato
2011 — conf
An ECG patch combining a customized ultra-low-power ECG SoC with Bluetooth low energy for long term ambulatory monitoring.
Wireless Health
Marco Altini, Salvatore Polito, Julien Penders, Hyejung Kim, Nick Van Helleputte, Sunyoung Kim, Refet Firat Yazicioglu
2010 — conf
An Android-based body area network gateway for mobile health applications.
Wireless Health
Marco Altini, Julien Penders, Herman W. Roebbers