Shaad Mahmud

According to our database, Shaad Mahmud authored at least 27 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Physics-Enhanced TinyML for Real- Time Detection of Ground Magnetic Anomalies.

Talha Siddique, Md Shaad Mahmud

IEEE Access, 2024

Generating Synthetic Time-Series Data on Edge Devices Using Generative Adversarial Networks.

Md Faishal Yousuf, Shaad Mahmud

Proceedings of the International Conference on Computing, Networking and Communications, 2024

A Surrogate Tiny Machine Learning Model of Variational Autoencoder For Real-Time Baseline Correction of Magnetometer Data.

Talha Siddique, Shaad Mahmud

Proceedings of the International Conference on Computing, Networking and Communications, 2024

2022

A Novel In-situ Method for Measuring Soil Organic Carbon Using Photoacoustic Sensor.

Md Faishal Yousuf, Shaad Mahmud, Baikun Li, Yu Lei, Haiying Tao

Proceedings of the 2022 IEEE Sensors, Dallas, TX, USA, October 30 - Nov. 2, 2022, 2022

Real-Time Machine Learning Enabled Low-Cost Magnetometer System.

Talha Siddique, Md Shaad Mahmud

Proceedings of the 2022 IEEE Sensors, Dallas, TX, USA, October 30 - Nov. 2, 2022, 2022

2021

Conditional-GAN Based Data Augmentation for Deep Learning Task Classifier Improvement Using fNIRS Data.

Sajila D. Wickramaratne, Md Shaad Mahmud

Frontiers Big Data, 2021

A Ternary Bi-Directional LSTM Classification for Brain Activation Pattern Recognition Using fNIRS.

Sajila D. Wickramaratne, Md Shaad Mahmud

CoRR, 2021

LoRa-STAR: Optimizing Energy Consumption in LoRa Nodes for Precision Farming.

Ryan Conte, Md Shaad Mahmud

Proceedings of the 7th IEEE World Forum on Internet of Things, 2021

LSTM based GAN Networks for Enhancing Ternary Task Classification Using fNIRS Data.

Sajila D. Wickramaratne, Md Shaad Mahmud

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Real-time Wireless Health Monitoring: An Ultra-low Power Biosensor Ring for Heart Disease Monitoring.

Brian Coffen, Patrick Scott, Md Shaad Mahmud

Proceedings of the International Conference on Computing, Networking and Communications, 2020

Use of Brain Electrical Activity to Classify People with Concussion: A Deep Learning Approach.

Sajila D. Wickramaratne, Md Shaad Mahmud, Robert S. Ross

Proceedings of the 2020 IEEE International Conference on Communications, 2020

A Deep Learning Based Ternary Task Classification System Using Gramian Angular Summation Field in fNIRS Neuroimaging Data.

Sajila D. Wickramaratne, Md Shaad Mahmud

Proceedings of the 22nd IEEE International Conference on E-health Networking, 2020

Classification of fNIRS Data Under Uncertainty: A Bayesian Neural Network Approach.

Talha Siddique, Md Shaad Mahmud

Proceedings of the 22nd IEEE International Conference on E-health Networking, 2020

TinyDL: Edge Computing and Deep Learning Based Real-time Hand Gesture Recognition Using Wearable Sensor.

Brian Coffen, Md Shaad Mahmud

Proceedings of the 22nd IEEE International Conference on E-health Networking, 2020

Automatic Detection of Respiratory Effort Related Arousals With Deep Neural Networks From Polysomnographic Recordings.

Sajila D. Wickramaratne, Md Shaad Mahmud

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Bi-Directional Gated Recurrent Unit Based Ensemble Model for the Early Detection of Sepsis.

Sajila D. Wickramaratne, Md Shaad Mahmud

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Robust Classification of Cardiac Arrhythmia Using a Deep Neural Network.

Connor Lennox, Md Shaad Mahmud

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

An Integrated Wearable Sensor for Unobtrusive Continuous Measurement of Autonomic Nervous System.

Md Shaad Mahmud, Hua Fang, Honggang Wang

IEEE Internet Things J., 2019

Accelerated Prediction of Bradycardia in Preterm Infants Using Time-Frequency Analysis.

Md Shaad Mahmud, Honggang Wang, Yong Kim

Proceedings of the International Conference on Computing, Networking and Communications, 2019

2018

Automatic Detection of Opioid Intake Using Wearable Biosensor.

Md Shaad Mahmud, Hua Fang, Honggang Wang, Stephanie Carreiro, Edward W. Boyer

Proceedings of the 2018 International Conference on Computing, 2018

SensoRing: An Integrated Wearable System for Continuous Measurement of Physiological Biomarkers.

Md Shaad Mahmud, Honggang Wang, Hua Fang

Proceedings of the 2018 IEEE International Conference on Communications, 2018

2017

A Wireless Health Monitoring System Using Mobile Phone Accessories.

Md Shaad Mahmud, Honggang Wang, Esfar E. Alam, Hua Fang

IEEE Internet Things J., 2017

2016

Wireless Health

Honggang Wang, Md Shaad Mahmud, Hua Fang, Chonggang Wang

Springer Briefs in Computer Science, Springer, ISBN: 978-3-319-47946-0, 2016

Real time non-contact remote cardiac monitoring.

Md Shaad Mahmud, Honggang Wang, Yong Kim

Proceedings of the 2016 IEEE International Conference on Communications, 2016

A Real Time and Non-Contact Multiparameter Wearable Device for Health Monitoring.

Md Shaad Mahmud, Honggang Wang, Esfar E. Alam, Hua Fang

Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015

An inexpensive and ultra-low power sensor node for wireless health monitoring system.

Shaad Mahmud, Honggang Wang, Yong Kim, Dapeng Li

Proceedings of the 17th International Conference on E-health Networking, 2015

Development of an inkjet printed green antenna and twisting effect for wireless body area network.

Shaad Mahmud, Honggang Wang, Yong Kim, Dapeng Li

Proceedings of the 12th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2015