An Android-based body area network gateway for mobile health applications. - Marco Altini; Julien Penders; Herman W. Roebbers (Wireless Health, 2010)

A Cost-effective Indoor Vibrotactile Navigation System for the Blind. - Marco Altini; Elisabetta Farella; Marco Pirini; Luca Benini (HEALTHINF, 2011)

A low-power multi-modal body sensor network with application to epileptic seizure monitoring. - Marco Altini; Silvia Del Din; Shyamal Patel; Steven Schachter; Julien Penders; Paolo Bonato (EMBC, 2011)

An ECG patch combining a customized ultra-low-power ECG SoC with Bluetooth low energy for long term ambulatory monitoring. - Marco Altini; Salvatore Polito; Julien Penders; Hyejung Kim; Nick Van Helleputte; Sunyoung Kim; Refet Firat Yazicioglu (Wireless Health, 2011)

Energy expenditure estimation using wearable sensors: a new methodology for activity-specific models. - Marco Altini; Julien Penders; Oliver Amft (Wireless Health, 2012)

Unsupervised activity clustering to estimate energy expenditure with a single body sensor. - Shanshan Chen; John C. Lach; Oliver Amft; Marco Altini; Julien Penders (BSN, 2013)

Body weight-normalized Energy Expenditure estimation using combined activity and allometric scaling clustering. - Marco Altini; Julien Penders; Oliver Amft (EMBC, 2013)

Personalizing energy expenditure estimation using a cardiorespiratory fitness predicate. - Marco Altini; Julien Penders; Oliver Amft (PervasiveHealth, 2013)

Combining wearable accelerometer and physiological data for activity and energy expenditure estimation. - Marco Altini; Julien Penders; Ruud J. M. Vullers; Oliver Amft (Wireless Health, 2013)

Personalized physical activity monitoring on the move. - Marco Altini; Julien Penders; Ruud J. M. Vullers; Oliver Amft (Wireless Health, 2013)

Transfer Learning in Body Sensor Networks Using Ensembles of Randomised Trees. - Pierluigi Casale; Marco Altini; Oliver Amft (BSN, 2014)

Self-calibration of walking speed estimations using smartphone sensors. - Marco Altini; Ruud J. M. Vullers; Chris Van Hoof; Marijn van Dort; Oliver Amft (PerCom Workshops, 2014)

Transfer Learning in Body Sensor Networks Using Ensembles of Randomized Trees. - Pierluigi Casale; Marco Altini; Oliver Amft (IEEE Internet Things J., 2015)

Personalized cardiorespiratory fitness and energy expenditure estimation using hierarchical Bayesian models. - Marco Altini; Pierluigi Casale; Julien Penders; Oliver Amft (J. Biomed. Informatics, 2015)

Wearable Sensors for Healthier Pregnancies. - Julien Penders; Marco Altini; Chris Van Hoof; Eric Dy (Proc. IEEE, 2015)

Personalization of Energy Expenditure Estimation in Free Living Using Topic Models. - Marco Altini; Pierluigi Casale; Julien Penders; Oliver Amft (IEEE J. Biomed. Health Informatics, 2015)

Estimating Energy Expenditure Using Body-Worn Accelerometers: A Comparison of Methods, Sensors Number and Positioning. - Marco Altini; Julien Penders; Ruud J. M. Vullers; Oliver Amft (IEEE J. Biomed. Health Informatics, 2015)

HRV4Training: Large-scale longitudinal training load analysis in unconstrained free-living settings using a smartphone application. - Marco Altini; Oliver Amft (EMBC, 2016)

Detection of fetal kicks using body-worn accelerometers during pregnancy: Trade-offs between sensors number and positioning. - Marco Altini; Patrick Mullan; Michiel Rooijakkers; Stefan Gradl; Julien Penders; Nele Geusens; Lars Grieten; Bjoern M. Eskofier (EMBC, 2016)

Cardiorespiratory fitness estimation in free-living using wearable sensors. - Marco Altini; Pierluigi Casale; Julien Penders; Oliver Amft (Artif. Intell. Medicine, 2016)

Estimating Oxygen Uptake During Nonsteady-State Activities and Transitions Using Wearable Sensors. - Marco Altini; Julien Penders; Oliver Amft (IEEE J. Biomed. Health Informatics, 2016)

Relation between estimated cardiorespiratory fitness and running performance in free-living: An analysis of HRV4Training data. - Marco Altini; Chris Van Hoof; Oliver Amft (BHI, 2017)

Combining electrohysterography and heart rate data to detect labour. - Marco Altini; Elisa Rossetti; Michiel Rooijakkers; Julien Penders; Dorien Lanssens; Lars Grieten; Wilfried Gyselaers (BHI, 2017)

Variable-length accelerometer features and electromyography to improve accuracy of fetal kicks detection during pregnancy using a single wearable device. - Marco Altini; Elisa Rossetti; Michiel Rooijakkers; Julien Penders; Dorien Lanssens; Lars Grieten; Wilfried Gyselaers (BHI, 2017)

Estimating Running Performance Combining Non-invasive Physiological Measurements and Training Patterns in Free-Living. - Marco Altini; Oliver Amft (EMBC, 2018)

Towards Non-invasive Labour Detection: A Free-Living Evaluation. - Marco Altini; Elisa Rossetti; Michael Johannes Rooijakkers; Julien Penders (EMBC, 2018)

What's Next For Wearable Sensing? - Marco Altini; Lucy E. Dunne (IEEE Pervasive Comput., 2021)

The Promise of Sleep: A Multi-Sensor Approach for Accurate Sleep Stage Detection Using the Oura Ring. - Marco Altini; Hannu Kinnunen (Sensors, 2021)

What Is behind Changes in Resting Heart Rate and Heart Rate Variability? A Large-Scale Analysis of Longitudinal Measurements Acquired in Free-Living. - Marco Altini; Daniel Plews (Sensors, 2021)

Privacy in consumer wearable technologies: a living systematic analysis of data policies across leading manufacturers. - Cailbhe Doherty; Maximus Baldwin; Rory Lambe; Marco Altini; Brian Caulfield 001 (npj Digit. Medicine, 2025)