Deepbbwae-net: A cnn-rnn based deep superlearner for estimating lower extremity sagittal plane joint kinematics using shoe-mounted imu sensors in daily living MSB Hossain, J Dranetz, H Choi, Z Guo IEEE Journal of Biomedical and Health Informatics 26 (8), 3906-3917, 2022 | 25 | 2022 |
Estimation of Lower Extremity Joint Moments and 3D Ground Reaction Forces Using IMU Sensors in Multiple Walking Conditions: A Deep Learning Approach MSB Hossain, Z Guo, H Choi IEEE Journal of Biomedical and Health Informatics, 2023 | 16 | 2023 |
An ensemble SVM-based approach for voice activity detection J Dey, MSB Hossain, MA Haque 2018 10th International Conference on Electrical and Computer Engineering …, 2018 | 13 | 2018 |
Wearable motion capture: Reconstructing and predicting 3D human poses from wearable sensors M Moniruzzaman, Z Yin, MSB Hossain, H Choi, Z Guo IEEE Journal of Biomedical and Health Informatics, 2023 | 6 | 2023 |
Estimation of Hip, Knee, and Ankle Joint Moment Using a Single IMU Sensor on Foot Via Deep Learning MSB Hossain, Z Guo, H Choi 2022 IEEE/ACM Conference on Connected Health: Applications, Systems and …, 2022 | 3 | 2022 |
Estimating lower extremity joint angles during gait using reduced number of sensors count via deep learning MSB Hossain, H Choi, Z Guo Fourteenth International Conference on Digital Image Processing (ICDIP 2022 …, 2022 | 2 | 2022 |
Predicting Lower Extremity Joint Kinematics Using Multi-Modal Data in the Lab and Outdoor Environment MSB Hossain, Z Guo, N Sui, H Choi Proceedings of the 57th Hawaii International Conference on System Sciences …, 2024 | | 2024 |
Sensor and Cross-Modal Knowledge Distillation for Kinetics Estimation (Conference Abstract) MSB Hossain, Z Guo, H Choi American Society of Biomechanics (ASB-2023), 2023 | | 2023 |
Estimating Ground Reaction Forces (GRF) and Lower Extremity Joint Moment in Multiple Walking Environment Using Deep Learning (Conference Abstract) MSB Hossain, Z Guo, H Choi Proceedings of the Gait and Clinical Movement Analysis Society Annual …, 2022 | | 2022 |
An Ensemble Machine Learning Approach for the Estimation of Lower Extremity Kinematics Using Shoe-Mounted IMU Sensors (Conference Abstract) MSB Hossain, J Dranetz, H Choi, Z Guo Proceedings of the Gait and Clinical Movement Analysis Society Annual …, 2021 | | 2021 |
Predicting lower limb 3D kinematics during gait using reduced number of wearable sensors via deep learning (Conference Abstract) MSB Hossain, Y Lee, J Hong, H Choi, Z Guo Proceedings of the 44th Meetings of the American Society of Biomechanics …, 2020 | | 2020 |