Md Shaad Mahmud

24 papers B 1C 3Misc 3Journal 7Unranked 9

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