Jean-Francois Daneault

According to our database, Jean-Francois Daneault authored at least 19 papers between 2015 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Contrastive Learning Model for Wearable-Based Ataxia Assessment.

Juhyeon Lee, Brandon Oubre, Jean-Francois Daneault, Christopher D. Stephen, Jeremy D. Schmahmann, Anoopum S. Gupta, Sunghoon Ivan Lee

IEEE Trans. Biomed. Eng., April, 2026

Hidden patterns in human balance: A novel nonlinear approach to understanding age-related changes via head trajectories.

Mateus Souza Silva, Dayana da Silva Santos, Clara Faria Trigo, João Paulo Bomfim Cruz Vieira, Marcela Rodrigues de Castro, Gabriel Venas Santos, Matheus Silva d'alencar, João Ricardo Pessoa de Araújo, Yunda Liu, Sunghoon Ivan Lee, Maria Elisa Pimentel Piemonte, Jean-Francois Daneault, José Garcia Vivas Miranda

Biomed. Signal Process. Control., 2026

2025

Improving Responsiveness in Game-Based Cognitive Assessment for Mild Cognitive Impairment.

Juhyeon Lee, Aurora James-Palmer, Isaac Heitmann, Allison Bierly, Jean-Francois Daneault, Sunghoon Ivan Lee

Proceedings of the 21st IEEE International Conference on Body Sensor Networks, 2025

2022

A Kinematic Data-Driven Approach to Differentiate Involuntary Choreic Movements in Individuals With Neurological Conditions.

Yunda Liu, Brandon Oubre, Christian Duval, Sunghoon Ivan Lee, Jean-Francois Daneault

IEEE Trans. Biomed. Eng., 2022

Analysis of Gait Sub-Movements to Estimate Ataxia Severity Using Ankle Inertial Data.

Juhyeon Lee, Brandon Oubre, Jean-Francois Daneault, Christopher D. Stephen, Jeremy D. Schmahmann, Anoopum S. Gupta, Sunghoon Ivan Lee

IEEE Trans. Biomed. Eng., 2022

2021

Crowdsourcing digital health measures to predict Parkinson's disease severity: the Parkinson's Disease Digital Biomarker DREAM Challenge.

Solveig K. Sieberts, Jennifer Schaff, Marlena Duda, Bálint Á Pataki, Ming Sun, Phil Snyder, Jean-Francois Daneault, Federico Parisi, Gianluca Costante, Udi Rubin, Peter Banda, Yooree Chae, Elias Chaibub Neto, Earl Ray Dorsey, Zafer Aydin, Aipeng Chen, Laura L. Elo, Carlos Espino, Enrico Glaab, Ethan Goan, Fatemeh Noushin Golabchi, Yasin Görmez, Maria K. Jaakkola, Jitendra Jonnagaddala, Riku Klén, Dongmei Li, Christian McDaniel, Dimitri Perrin, Thanneer M. Perumal, Nastaran Mohammadian Rad, Erin Rainaldi, Stefano Sapienza, Patrick Schwab, Nikolai Shokhirev, Mikko S. Venäläinen, Gloria Vergara-Diaz, Yuqian Zhang, Avner G. S. Abrami, Aditya Adhikary, Carla Agurto, Sherry Bhalla, Halil Ibrahim Bilgin, Vittorio Caggiano, Jun Cheng, Eden Deng, Qiwei Gan, Rajan Girsa, Zhi Han, Stephen Heisig, Kun Huang, Samad Jahandideh, Wolfgang Kopp, Christoph F. Kurz, Gregor Lichtner, Raquel Norel, G. P. S. Raghava, Tavpritesh Sethi, Nicholas Shawen, Vaibhav Tripathi, Matthew Tsai, Tongxin Wang, Yi Wu, Jie Zhang, Xinyu Zhang, Yuanjia Wang, Yuanfang Guan, Daniela Brunner, Paolo Bonato, Lara M. Mangravite, Larsson Omberg

npj Digit. Medicine, 2021

2020

A Simple Low-Cost Wearable Sensor for Long-Term Ambulatory Monitoring of Knee Joint Kinematics.

Brandon Oubre, Jean-Francois Daneault, Katherine Boyer, Jae Hyun Kim, Mahmood Jasim, Paolo Bonato, Sunghoon Ivan Lee

IEEE Trans. Biomed. Eng., 2020

mHealth and wearable technology should replace motor diaries to track motor fluctuations in Parkinson's disease.

Michael Kelley Erb, Daniel R. Karlin, Bryan Ho, Kevin Thomas, Federico Parisi, Gloria P. Vergara-Diaz, Jean-Francois Daneault, Paul W. Wacnik, Hao Zhang, Tairmae Kangarloo, Charmaine Demanuele, Chris R. Brooks, Craig N. Detheridge, Nina Shaafi Kabiri, Jaspreet Bhangu, Paolo Bonato

npj Digit. Medicine, 2020

Estimating Quality of Reaching Movement Using a Wrist-Worn Inertial Sensor.

Brandon Oubre, Jean-Francois Daneault, Hee-Tae Jung, Joonwoo Park, Taekyeong Ryu, Yangsoo Kim, Sunghoon Ivan Lee

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Comparing different methods of gait speed estimation using wearable sensors in individuals with varying levels of mobility impairments.

Erick H. Nuñez, Sanjit Parhar, Isao Iwata, Soko Setoguchi, Haoqian Chen, Jean-Francois Daneault

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Remote Assessment of Cognitive Impairment Level Based on Serious Mobile Game Performance: An Initial Proof of Concept.

Hee-Tae Jung, Jean-Francois Daneault, Hyunsuk Lee, Kwangwook Kim, Byeongil Kim, Sungji Park, Taekyeong Ryu, Yangsoo Kim, Sunghoon Ivan Lee

IEEE J. Biomed. Health Informatics, 2019

Predicting Cognitive Impairment Level after a Serious Game-based Therapy in Chronic Stroke Survivors.

Hee-Tae Jung, Hyunsuk Lee, Kwangwook Kim, Byeongil Kim, Sungji Park, Taekyeong Ryu, Yangsoo Kim, Jean-Francois Daneault, Sunghoon Ivan Lee

Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

2018

Effectiveness of the RAPAEL Smart Board for Upper Limb Therapy in Stroke Survivors: A Pilot Controlled Trial.

Joonwoo Park, Hee-Tae Jung, Jean-Francois Daneault, Sungji Park, Taekyeong Ryu, Yangsoo Kim, Sunghoon Ivan Lee

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Towards the Ambulatory Assessment of Movement Quality in Stroke Survivors using a Wrist-worn Inertial Sensor.

Sunghoon Ivan Lee, Hee-Tae Jung, Joonwoo Park, Jugyeong Jeong, Taekyeong Ryu, Yangsoo Kim, Vitor Sotero dos Santos, José Garcia Vivas Miranda, Jean-Francois Daneault

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017

Estimating Bradykinesia in Parkinson's Disease with a Minimum Number of Wearable Sensors.

Jean-Francois Daneault, Sunghoon Ivan Lee, Fatemeh Noushin Golabchi, Shyamal Patel, Ludy C. Shih, Sabrina Paganoni, Paolo Bonato

Proceedings of the Second IEEE/ACM International Conference on Connected Health: Applications, 2017

2016

Recent machine learning advancements in sensor-based mobility analysis: Deep learning for Parkinson's disease assessment.

Björn M. Eskofier, Sunghoon Ivan Lee, Jean-Francois Daneault, Fatemeh Noushin Golabchi, Gabriela Ferreira-Carvalho, Gloria Vergara-Diaz, Stefano Sapienza, Gianluca Costante, Jochen Klucken, Thomas Kautz, Paolo Bonato

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

A novel flexible wearable sensor for estimating joint-angles.

Sunghoon Ivan Lee, Jean-Francois Daneault, Luc Weydert

Proceedings of the 13th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2016

2015

A novel method for assessing the severity of levodopa-induced dyskinesia using wearable sensors.

Sunghoon Ivan Lee, Jean-Francois Daneault, Fatemeh Noushin Golabchi, Shyamal Patel, Sabrina Paganoni, Ludy Shih, Paolo Bonato

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Activity detection in uncontrolled free-living conditions using a single accelerometer.

Sunghoon Ivan Lee, Muzaffer Yalgin Ozsecen, Luca Della Toffola, Jean-Francois Daneault, Alessandro Puiatti, Shyamal Patel, Paolo Bonato

Proceedings of the 12th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2015