Machine Learning in Wearable Biomedical Systems

[1]  Jeffrey M. Hausdorff,et al.  Physionet: Components of a New Research Resource for Complex Physiologic Signals". Circu-lation Vol , 2000 .

[2]  Burhan Ergen,et al.  A Deep Feature Learning Model for Pneumonia Detection Applying a Combination of mRMR Feature Selection and Machine Learning Models , 2020, IRBM.

[3]  Nancy E. Reed,et al.  Heart sound analysis for symptom detection and computer-aided diagnosis , 2004, Simul. Model. Pract. Theory.

[4]  Amith Khandakar,et al.  Wearable Real-Time Heart Attack Detection and Warning System to Reduce Road Accidents , 2019, Sensors.

[5]  Fabio de Lima Hedayioglu Heart Sound Segmentation for digital stethoscope integration , 2011 .

[6]  G. Harris,et al.  Foot pressure distribution during walking and shuffling. , 1991, Archives of physical medicine and rehabilitation.

[7]  Qiao Li,et al.  An open access database for the evaluation of heart sound algorithms , 2016, Physiological measurement.

[8]  Radosveta Sokullu,et al.  Healthcare and patient monitoring using IoT , 2020, Internet Things.

[9]  R. Sepponen,et al.  Phono-spectrographic analysis of heart murmur in children , 2007, BMC pediatrics.

[10]  Shankar M. Krishnan,et al.  Neural network classification of homomorphic segmented heart sounds , 2007, Appl. Soft Comput..

[11]  Subhas Chandra Mukhopadhyay,et al.  Heart Sound: Detection and Analytical Approach Towards Diseases , 2019 .

[12]  Chia-Hsuan Shen Acoustic based condition monitoring , 2012 .

[13]  Mamun Bin Ibne Reaz,et al.  A Low Noise Capacitive Electromyography Monitoring System for Remote Healthcare Applications , 2020, IEEE Sensors Journal.

[14]  Mohammad Mahdi Khalilzadeh,et al.  Real Time Recognition of Heart Attack in a Smart Phone , 2015, Acta informatica medica : AIM : journal of the Society for Medical Informatics of Bosnia & Herzegovina : casopis Drustva za medicinsku informatiku BiH.

[15]  Liang Zhong,et al.  The electronic stethoscope , 2015, BioMedical Engineering OnLine.

[16]  O. Simonetti,et al.  The use of contrast-enhanced magnetic resonance imaging to identify reversible myocardial dysfunction. , 2000, The New England journal of medicine.

[17]  Mohammad Monir Uddin,et al.  Estimating Blood Pressure from the Photoplethysmogram Signal and Demographic Features Using Machine Learning Techniques , 2020, Sensors.

[18]  Tao Liu,et al.  Gait Analysis Using Wearable Sensors , 2012, Sensors.

[19]  Aman Mahajan,et al.  Transformation in Healthcare by Wearable Devices for Diagnostics and Guidance of Treatment , 2020, ACM Trans. Comput. Heal..

[20]  Asaf Bitton,et al.  Growing epidemic of coronary heart disease in low- and middle-income countries. , 2010, Current problems in cardiology.

[21]  Mamun Bin Ibne Reaz,et al.  Real-Time Smart-Digital Stethoscope System for Heart Diseases Monitoring , 2019, Sensors.

[22]  Abbas K. Abbas,et al.  Phonocardiography Signal Processing , 2009, Phonocardiography Signal Processing.

[23]  Mamun Bin Ibne Reaz,et al.  A Systematic Approach to the Design and Characterization of a Smart Insole for Detecting Vertical Ground Reaction Force (vGRF) in Gait Analysis , 2020, Sensors.