A pervasive and sensor-free Deep Learning system for Parkinsonian gait analysis
暂无分享,去创建一个
Wenyao Xu | Chen Song | Aosen Wang | Zhinan Li | Jeanne Langan | Jerry Ajay | Chen Song | Wenyao Xu | J. Ajay | Aosen Wang | Zhinan Li | Jeanne Langan
[1] Xiaogang Wang,et al. Multi-source Deep Learning for Human Pose Estimation , 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.
[2] B. Eskofier,et al. Sensor-based Gait Parameter Extraction with Deep Convolutional Neural Networks. , 2016, IEEE journal of biomedical and health informatics.
[3] Meng Wang,et al. Disease Inference from Health-Related Questions via Sparse Deep Learning , 2015, IEEE Transactions on Knowledge and Data Engineering.
[4] Benoit M. Macq,et al. Gait feature extraction in Parkinson's disease using low-cost accelerometers , 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.
[5] Natalie E. Allen,et al. Recurrent Falls in Parkinson's Disease: A Systematic Review , 2013, Parkinson's disease.
[6] Robert Iansek,et al. Characteristics of motor disturbance in Parkinson's disease and strategies for movement rehabilitation , 1996 .
[7] Julius Hannink,et al. Quantifying postural instability in Parkinsonian gait from inertial sensor data during standardised clinical gait tests , 2017, 2017 IEEE 14th International Conference on Wearable and Implantable Body Sensor Networks (BSN).
[8] P. Olivier,et al. Accuracy of the Microsoft Kinect sensor for measuring movement in people with Parkinson's disease. , 2014, Gait & posture.
[9] Nooritawati Md Tahir,et al. Parkinson Disease gait classification based on machine learning approach , 2012 .
[10] Angelo Cangelosi,et al. Head pose estimation in the wild using Convolutional Neural Networks and adaptive gradient methods , 2017, Pattern Recognit..
[11] Bjoern M. Eskofier,et al. Mobile Stride Length Estimation With Deep Convolutional Neural Networks , 2018, IEEE Journal of Biomedical and Health Informatics.
[12] M. Breteler,et al. Epidemiology of Parkinson's disease , 2006, The Lancet Neurology.
[13] Catherine Dehollain,et al. Gait assessment in Parkinson's disease: toward an ambulatory system for long-term monitoring , 2004, IEEE Transactions on Biomedical Engineering.
[14] Ashraf Darwish,et al. Wearable and Implantable Wireless Sensor Network Solutions for Healthcare Monitoring , 2011, Sensors.
[15] Yaser Sheikh,et al. OpenPose: Realtime Multi-Person 2D Pose Estimation Using Part Affinity Fields , 2018, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[16] S. Fahn. Unified Parkinson's Disease Rating Scale , 1987 .
[17] V. Preedy,et al. Unified Parkinson's Disease Rating Scale , 2010 .