Publications by Fabien Massé | EPFL Graph Search

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Background Stroke survivors often suffer from mobility deficits. Current clinical evaluation methods, including questionnaires and motor function tests, cannot provide an objective measure of the patients’ mobility in daily life. Physical activity performa ...

Comprehensive monitoring of performance is essential for swimmers and swimming coaches to optimize the training. Regardless of the swimming technique, the swimmer passes various swimming phases from wall to wall, including a dive into the water or wall pus ...

Technical evaluation of swimming performance is an essential factor in preparing elite swimmers for their competitions. Inertial measurement units (IMUs) have attracted much attention recently because they can provide coaches with a detailed analysis of sw ...

Stroke, or cerebral-vascular accident is the leading cause of disabilities in the western world. It primarily affects mobility due to a degradation of principal motor functions such as balance and gait. This reduction of mobility directly impacts the spect ...

Despite its medical relevance, accurate recognition of sedentary (sitting and lying) and dynamic activities (e.g. standing and walking) remains challenging using a single wearable device. Currently, trunk-worn wearable systems can differentiate sitting fro ...

Stroke is the leading cause of disabilities in the western world and may cause severe motor impairments. In the current clinical practice, progress during physical rehabilitation is assessed by a therapist for specific motor functions and through questionn ...

Swimming coaches provide regular timed and technical feedback to swimmers and guide them efficiently in training sessions. Due to the complexity of swimmers' performance, which is not visible in qualitative observation, quantitative and objective performan ...

We propose a new minimal wearable system and a classifier for physical activity recognition. The configuration is solely based on two force sensors placed anteriorly and posteriorly under the feet. To find the optimal sensor configuration, we estimated the ...

Distinguishing sedentary from dynamic behavior is essential in addressing disease conditions that are influenced by mobility. Event-based activity recognition algorithms essentially rely on accurate classification of siting and standing postural transition ...

Recent advancements in wearable inertial sensor technology have enabled extensive research into activity classification. However, the distinction between the sitting and standing activities using trunk-worn wearable monitoring systems remains challenging, ...

Fabien Massé

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Improving activity recognition using a wearable barometric pressure sensor in mobility-impaired stroke patients

Swimming Phase-Based Performance Evaluation Using a Single IMU in Main Swimming Techniques

Monitoring weekly progress of front crawl swimmers using IMU-based performance evaluation goal metrics

Physical activity monitoring based on wearable technology combining inertial and barometric pressure sensors : application to stroke patients

Suitability of commercial barometric pressure sensors to distinguish sitting and standing activities for wearable monitoring

Lifestyle Evaluation Using Wearable Technologies: Opportunities for Stroke Patients

SmartSwim, a Novel IMU-Based Coaching Assistance

Physical activity recognition via minimal in-shoes force sensor configuration

Classification of daily-life postural transitions using trunk-worn wearable barometric pressure sensor

Distinguishing Sitting and Standing Activities Using a Wearable Barometric Pressure Monitor