Publications in international journals
- Breathing rate estimation using Kalman smoother with electrocardiogram and photoplethysmogram
- Estimation of respiratory variables from thoracoabdominal breathing distance: a review of different techniques and calibration methods
- Respiratory magnetometer plethysmography: a portable device to estimate ventilation during light to moderate exercises
- Estimation of respiratory volume from thoracoabdominal breathing distances: comparison of two models of machine learning.
- Advanced classification of ambulatory activities using spectral density distances and heart rate
Publications in international conferences
- Multi-frequency model fusion for robust breathing rate estimation
- Multi-feature probabilistic detector applied on apnea/hypopnea monitoring
- Evidence of the respiratory magnetometer plethysmography for the estimation of minute ventilation during low to moderate intensities.
- From bounded to pragmatic data collection protocol: Validity of state-of-the-art activity recognition in daily life context.
- A Flexible Architecture for Mobile Health Monitoring
- Toward an Open-Source Flexible Systemfor Mobile Health Monitoring
- Recognition of dynamic and stationary activity types in out-of-lab conditions using rate and accelerometers data fusion.
- Couplage de l’accéléromètre, du géo-positionnement satellitaire et de la fréquence cardiaque dans la détection d’activités physiques et sédentaires.
- Ambulatory physical activity representation and classification using spectral distances approach
- Couplage du géo-positionnement satellitaire, de l’accélérométrie et de la fréquence cardiaque dans la détection de différents types d’activités physiques et sédentaires.
PhD Dissertation
- Multisensor based activity recognition: Development and validation in real life context
- Fusion par Lisseur de Kalman pour l’Estimation de la Fréquence Respiratoire à partir de l’Electrocardiogramme ou du Photoplethysmogramme
Softwares registration
- Sherpam has been registered with the French Agence pour la Protection des Programmes IDDN.FR.001.540019.000.S.P.2015.000.31230
- Soffware registration : Real-time Application for the Classification of Human Activities : RACHA
- Software registration : SHERPAM – AMWalC (Ambulatory Monitoring of Walking Capacity)
Publications prior to the project
- Clinical Interest of Ambulatory Assessment of Physical Activity and Walking Capacity in Peripheral Artery Disease
- Disruption-Tolerant Wireless Sensor Networking for Biomedical Monitoring in Outdoor Conditions
- A Review of the evidence for the use of ventilation as a surrogate measure of energy expenditure.
- The Physical Activity Monitoring system for Aging People (PAMAP): technical specification and clinical trial
- A personalized exercise trainer for the elderly
- Multimodal notification framework for elderly and professional in a smart nursing home
- Biomedical Monitoring of Non-Hospitalized Subjects using Disruption-Tolerant Wireless Sensors
- The inter- and intra-unit variability of a low-cost GPS datalogger/receiver to study human outdoor walking in view of health and clinical studies.
- A new method to estimate energy expenditure from abdominal and rib cage distances.
- The accuracy of a simple, low-cost GPS data logger/receiver to study outdoorhuman walking in view of health and clinical studies.
- Estimates of ventilation from measurements of rib cage and abdominal distances : a portable device.
