CorNET: Deep Learning Framework for PPG-Based Heart Rate Estimation and Biometric Identification in Ambulant Environment

Dwaipayan Biswas, Luke Everson, Muqing Liu, +8

IEEE Transactions on Biomedical Circuits and Systems

Biometric IdentificationWearable SystemMedical MonitoringEngineeringMachine Learning +20

PP-Net: A Deep Learning Framework for PPG-Based Blood Pressure and Heart Rate Estimation

Madhuri Panwar, Arvind Gautam, Dwaipayan Biswas, +1

IEEE Sensors Journal

HypertensionConvolutional Neural NetworkEngineeringMachine LearningHeart Rate Estimation +16

A Low-Complexity ECG Feature Extraction Algorithm for Mobile Healthcare Applications

Evangelos B. Mazomenos, Dwaipayan Biswas, Amit Acharyya, +5

IEEE Journal of Biomedical and Health Informatics

EngineeringRemote Patient MonitoringWearable TechnologyComputational ComplexityElectrophysiological Evaluation +15

Rehab-Net: Deep Learning Framework for Arm Movement Classification Using Wearable Sensors for Stroke Rehabilitation

Madhuri Panwar, Dwaipayan Biswas, Harsh P. Bajaj, +4

IEEE Transactions on Biomedical Engineering

Convolutional Neural NetworkNatural EnvironmentMachine LearningHuman Pose EstimationWearable Technology +18

A 769 μW Battery-Powered Single-Chip SoC With BLE for Multi-Modal Vital Sign Monitoring Health Patches

Shuang Song, Peter Vis, Chris van Liempd, +10

IEEE Transactions on Biomedical Circuits and Systems

Wearable SystemMedical ElectronicsMedical MonitoringEngineeringWearable Technology +21

Motion Artifact Reduction for Wrist-Worn Photoplethysmograph Sensors Based on Different Wavelengths

Yifan Zhang, Shuang Song, Rik Vullings, +5

Sensors

Wearable SystemEngineeringMeasurementAccelerometerWearable Technology +18

CNN based approach for activity recognition using a wrist-worn accelerometer

Madhuri Panwar, Sristi Ram Dyuthi, Konkimalla Chandra Prakash, +5

Wearable SystemPhysical ActivityEngineeringMachine LearningHuman Pose Estimation +21

MyoNet: A Transfer-Learning-Based LRCN for Lower Limb Movement Recognition and Knee Joint Angle Prediction for Remote Monitoring of Rehabilitation Progress From sEMG

Arvind Gautam, Madhuri Panwar, Dwaipayan Biswas, +1

IEEE Journal of Translational Engineering in Health and Medicine

Recognizing upper limb movements with wrist worn inertial sensors using k-means clustering classification

Dwaipayan Biswas, Andy Cranny, Nayaab Gupta, +5

Human Movement Science

Movement AnalysisKinesiologyEngineeringData ScienceData Mining +10

Inter-Cluster Thread-to-Core Mapping and DVFS on Heterogeneous Multi-Cores

Karunakar Reddy Basireddy, Amit Kumar Singh, Dwaipayan Biswas, +2

IEEE Transactions on Multi-Scale Computing Systems

Inter-cluster Thread-to-core MappingCluster ComputingPower-aware ComputingHeterogeneous ComputingEngineering +13