Md Shaad Mahmud

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 23

Top Topics

Top Venues

Publications

Talha Siddique, Md Shaad Mahmud
Physics-Enhanced TinyML for Real- Time Detection of Ground Magnetic Anomalies. IEEE Access 12 (2024)
Talha Siddique, Md Shaad Mahmud
Real-Time Machine Learning Enabled Low-Cost Magnetometer System. IEEE SENSORS (2022)
Sajila D. Wickramaratne, Md Shaad Mahmud
Conditional-GAN Based Data Augmentation for Deep Learning Task Classifier Improvement Using fNIRS Data. Frontiers Big Data 4 (2021)
Ryan Conte, Md Shaad Mahmud
LoRa-STAR: Optimizing Energy Consumption in LoRa Nodes for Precision Farming. WF-IoT (2021)
Sajila D. Wickramaratne, Md Shaad Mahmud
LSTM based GAN Networks for Enhancing Ternary Task Classification Using fNIRS Data. EMBC (2021)
Sajila D. Wickramaratne, Md Shaad Mahmud
A Ternary Bi-Directional LSTM Classification for Brain Activation Pattern Recognition Using fNIRS. CoRR (2021)
Talha Siddique, Md Shaad Mahmud
Classification of fNIRS Data Under Uncertainty: A Bayesian Neural Network Approach. CoRR (2021)
Sajila D. Wickramaratne, Md Shaad Mahmud
A Deep Learning Based Ternary Task Classification System Using Gramian Angular Summation Field in fNIRS Neuroimaging Data. CoRR (2021)
Connor Lennox, Md Shaad Mahmud
Robust Classification of Cardiac Arrhythmia Using a Deep Neural Network. EMBC (2020)
Talha Siddique, Md Shaad Mahmud
Classification of fNIRS Data Under Uncertainty: A Bayesian Neural Network Approach. HealthCom (2020)
Brian Coffen, Patrick Scott, Md Shaad Mahmud
Real-time Wireless Health Monitoring: An Ultra-low Power Biosensor Ring for Heart Disease Monitoring. ICNC (2020)
Brian Coffen, Md Shaad Mahmud
TinyDL: Edge Computing and Deep Learning Based Real-time Hand Gesture Recognition Using Wearable Sensor. HealthCom (2020)
Sajila D. Wickramaratne, Md Shaad Mahmud, Robert S. Ross
Use of Brain Electrical Activity to Classify People with Concussion: A Deep Learning Approach. ICC (2020)
Sajila D. Wickramaratne, Md Shaad Mahmud
Automatic Detection of Respiratory Effort Related Arousals With Deep Neural Networks From Polysomnographic Recordings. EMBC (2020)
Sajila D. Wickramaratne, Md Shaad Mahmud
Bi-Directional Gated Recurrent Unit Based Ensemble Model for the Early Detection of Sepsis. EMBC (2020)
Sajila D. Wickramaratne, Md Shaad Mahmud
A Deep Learning Based Ternary Task Classification System Using Gramian Angular Summation Field in fNIRS Neuroimaging Data. HealthCom (2020)
Md Shaad Mahmud, Honggang Wang, Yong Kim
Accelerated Prediction of Bradycardia in Preterm Infants Using Time-Frequency Analysis. ICNC (2019)
Md Shaad Mahmud, Hua Fang, Honggang Wang
An Integrated Wearable Sensor for Unobtrusive Continuous Measurement of Autonomic Nervous System. IEEE Internet Things J. 6 (1) (2019)
Md Shaad Mahmud, Honggang Wang, Hua Fang
SensoRing: An Integrated Wearable System for Continuous Measurement of Physiological Biomarkers. ICC (2018)
Md Shaad Mahmud, Hua Fang, Honggang Wang, Stephanie Carreiro, Edward W. Boyer
Automatic Detection of Opioid Intake Using Wearable Biosensor. ICNC (2018)
Md Shaad Mahmud, Honggang Wang, Esfar E. Alam, Hua Fang
A Wireless Health Monitoring System Using Mobile Phone Accessories. IEEE Internet Things J. 4 (6) (2017)
Md Shaad Mahmud, Honggang Wang, Esfar E. Alam, Hua Fang
A Real Time and Non-Contact Multiparameter Wearable Device for Health Monitoring. GLOBECOM (2016)
Md Shaad Mahmud, Honggang Wang, Yong Kim
Real time non-contact remote cardiac monitoring. ICC (2016)