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2020 – today
- 2021
[j10]Marco Altini
, Lucy E. Dunne:
What's Next For Wearable Sensing? IEEE Pervasive Comput. 20(4): 87-92 (2021)- [j9]Marco Altini, Hannu Kinnunen:
The Promise of Sleep: A Multi-Sensor Approach for Accurate Sleep Stage Detection Using the Oura Ring. Sensors 21(13): 4302 (2021) - [j8]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): 7932 (2021)
2010 – 2019
- 2018
- [c19]Marco Altini, Elisa Rossetti, Michael Johannes Rooijakkers, Julien Penders:
Towards Non-invasive Labour Detection: A Free-Living Evaluation. EMBC 2018: 2841-2844 - [c18]Marco Altini, Oliver Amft:
Estimating Running Performance Combining Non-invasive Physiological Measurements and Training Patterns in Free-Living. EMBC 2018: 2845-2848 - 2017
- [c17]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: 149-152 - [c16]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: 221-224 - [c15]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: 249-252 - 2016
- [j7]Marco Altini, Pierluigi Casale, Julien Penders, Oliver Amft:
Cardiorespiratory fitness estimation in free-living using wearable sensors. Artif. Intell. Medicine 68: 37-46 (2016) - [j6]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): 469-475 (2016) - [c14]Marco Altini, Oliver Amft:
HRV4Training: Large-scale longitudinal training load analysis in unconstrained free-living settings using a smartphone application. EMBC 2016: 2610-2613 - [c13]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: 5319-5322 - 2015
- [j5]Pierluigi Casale, Marco Altini, Oliver Amft:
Transfer Learning in Body Sensor Networks Using Ensembles of Randomized Trees. IEEE Internet Things J. 2(1): 33-40 (2015) - [j4]Marco Altini, Pierluigi Casale, Julien Penders, Oliver Amft:
Personalized cardiorespiratory fitness and energy expenditure estimation using hierarchical Bayesian models. J. Biomed. Informatics 56: 195-204 (2015) - [j3]Julien Penders, Marco Altini, Chris Van Hoof, Eric Dy:
Wearable Sensors for Healthier Pregnancies. Proc. IEEE 103(2): 179-191 (2015) - [j2]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): 219-226 (2015) - [j1]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): 1577-1586 (2015) - 2014
- [c12]Pierluigi Casale, Marco Altini, Oliver Amft:
Transfer Learning in Body Sensor Networks Using Ensembles of Randomised Trees. BSN 2014: 39-44 - [c11]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: 10-18 - 2013
- [c10]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: 1-6 - [c9]Marco Altini, Julien Penders, Oliver Amft:
Body weight-normalized Energy Expenditure estimation using combined activity and allometric scaling clustering. EMBC 2013: 6752-6755 - [c8]Marco Altini, Julien Penders, Oliver Amft:
Personalizing energy expenditure estimation using a cardiorespiratory fitness predicate. PervasiveHealth 2013: 65-72 - [c7]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: 1:1-1:8 - [c6]Marco Altini, Julien Penders, Ruud J. M. Vullers, Oliver Amft:
Personalized physical activity monitoring on the move. Wireless Health 2013: 8:1-8:2 - 2012
- [c5]Marco Altini, Julien Penders, Oliver Amft:
Energy expenditure estimation using wearable sensors: a new methodology for activity-specific models. Wireless Health 2012: 1:1-1:8 - 2011
- [c4]Marco Altini, Elisabetta Farella, Marco Pirini, Luca Benini:
A Cost-effective Indoor Vibrotactile Navigation System for the Blind. HEALTHINF 2011: 477-481 - [c3]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: 1806-1809 - [c2]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: 15 - 2010
- [c1]Marco Altini, Julien Penders, Herman W. Roebbers:
An Android-based body area network gateway for mobile health applications. Wireless Health 2010: 188-189
Coauthor Index
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