Publications
Journal Articles
J3: Md Moniruzzaman, Zhaozheng Yin, Md Sanzid Bin Hossain, Hwan Choi, and Zhishan Guo, “Wearable Motion Capture: Reconstructing and Predicting 3D Human Poses From Wearable Sensors,” IEEE Journal of Biomedical and Health Informatics, vol. 27, no. 11, pp. 5345–5356, 2023.
J2: Md Sanzid Bin Hossain, Zhishan Guo, and Hwan Choi, “Estimation of Lower Extremity Joint Moments and 3D Ground Reaction Forces Using IMU Sensors in Multiple Walking Conditions: A Deep Learning Approach,” IEEE Journal of Biomedical and Health Informatics, 2023.
J1: Md Sanzid Bin Hossain, Joseph Dranetz, Hwan Choi, and Zhishan Guo, “DeepBBWAENet: A CNN-RNN Based Deep Superlearner for Estimating Lower Extremity Sagittal Plane Joint Kinematics Using Shoe-Mounted IMU Sensors in Daily Living,” IEEE Journal of Biomedical and Health Informatics, vol. 26, no. 8, pp. 3906–3917, 2022.
Journals Under Submission
U4: Md Sanzid Bin Hossain, Hwan Choi, Zhishan Guo, Hyunjun Shin, and Dexter Hadley, “Smartphone Video-Based Kinetics Estimation via Multi-modal Fusion and Knowledge Distillation,” IEEE Transactions on Neural Systems and Rehabilitation Engineering (TNSRE), 2024. Under submission.
U3: Md Sanzid Bin Hossain, Hwan Choi, Zhishan Guo, and Dexter Hadley, “Sparse IMU-Based Kinetics Estimation Using Multi-modal Fusion and Sensor Distillation,” IEEE Journal of Biomedical and Health Informatics, 2024. Under submission.
U2: Md Sanzid Bin Hossain, Hwan Choi, Zhishan Guo, and Dexter Hadley, “Cross-Model Knowledge Transfer to Fuse Heterogeneous Datasets for Enhanced Kinetics Estimation,” IEEE Transactions on Biomedical Engineering, 2024. Under submission.
U1: Md Sanzid Bin Hossain, Yelena Piazza, Jacob Braun, Michael Hsieh, Samir Fouissi, Anthony Bilic, Chen Chen, Liqian Wang, Husain Mujtaba, and Dexter Hadley, “A Public Dataset of Histopathology Images for Deep Learning Model Based Classification,” Scientific Data, 2024. Under submission.
Conference Papers
C7: Md Sanzid Bin Hossain, Md Shazid Islam, Md Saad Ul Haque, and Md Saydur Rahman, “Gait Phase Classification from sEMG in Multiple Locomotion Mode Using Deep Learning,” in 9th International Congress on Information and Communication Technology, 2024.
C6: Md Sanzid Bin Hossain, Zhishan Guo, Ning Sui, and Hwan Choi, “Predicting Lower Extremity Joint Kinematics Using Multi-Modal Data in the Lab and Outdoor Environment,” in 57th Hawaii International Conference on System Sciences, 2024.
C5: Md Shazid Islam, Md Saydur Rahman, Md Saad Ul Haque, Farhana Akter Tumpa, Md Sanzid Bin Hossain, and Abul Al Arabi, “Location Agnostic Adaptive Rain Precipitation Prediction Using Deep Learning,” in 2023 IEEE 9th International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (WIECON-ECE), pp. 148–153, 2023.
C4: Md Saydur Rahman, Farhana Akter Tumpa, Md Shazid Islam, Abul Al Arabi, Md Sanzid Bin Hossain, and Md Saad Ul Haque, “Comparative Evaluation of Weather Forecasting Using Machine Learning Models,” in 2023 26th International Conference on Computer and Information Technology (ICCIT), pp. 1–6, 2023.
C3: Md Sanzid Bin Hossain, Zhishan Guo, and Hwan Choi, “Estimation of Hip, Knee, and Ankle Joint Moment Using a Single IMU Sensor on Foot Via Deep Learning,” in 2022 IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE), pp. 25–33, 2022.
C2: Md Sanzid Bin Hossain, Hwan Choi, and Zhishan Guo, “Estimating Lower Extremity Joint Angles During Gait Using Reduced Number of Sensors Count Via Deep Learning,” in Fourteenth International Conference on Digital Image Processing (ICDIP 2022), vol. 12342, pp. 1116–1123, 2022.
C1: Jayanta Dey, Md Sanzid Bin Hossain, and Mohammad Ariful Haque, “An Ensemble SVM-Based Approach for Voice Activity Detection,” in 2018 10th International Conference on Electrical and Computer Engineering (ICECE), pp. 297–300, 2018.
Conference Abstracts
CA5: Md Sanzid Bin Hossain, Zhishan Guo, and Hwan Choi, “Domain Adaptation Technique to Transfer Knowledge Among Different Datasets for Improved Kinetics Estimation,” in Proceedings of the Gait and Clinical Movement Analysis Society Annual Meeting (GCMAS), 2024.
CA4: Md Sanzid Bin Hossain, Zhishan Guo, and Hwan Choi, “Sensor and Cross-Modal Knowledge Distillation for Kinetics Estimation,” in Proceedings of the 46th Meetings of the American Society of Biomechanics (ASB), 2023.
CA3: Md Sanzid Bin Hossain, Zhishan Guo, and Hwan Choi, “Estimating Ground Reaction Forces (GRF) and Lower Extremity Joint Moment in Multiple Walking Environments Using Deep Learning,” in Proceedings of the Gait and Clinical Movement Analysis Society Annual Meeting (GCMAS), 2022.
CA2: Md Sanzid Bin Hossain, Joseph Dranetz, Hwan Choi, and Zhishan Guo, “An Ensemble Machine Learning Approach for the Estimation of Lower Extremity Kinematics Using Shoe-Mounted IMU Sensors,” in Proceedings of the Gait and Clinical Movement Analysis Society Annual Meeting (GCMAS), 2021.
CA1: Md Sanzid Bin Hossain, Youngho Lee, Junghwa Hong, Hwan Choi, and Zhishan Guo, “Predicting Lower Limb 3D Kinematics During Gait Using Reduced Number of Wearable Sensors Via Deep Learning,” in Proceedings of the 44th Meetings of the American Society of Biomechanics (ASB), 2020.