Avik Ghose

发表

3D Cardiac Substructures Segmentation from CMRI using Generative Adversarial Network (GAN)

A. Kanakatte, Divya Bhatia, Avik Ghose, 2022, 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Cardiac Anomaly Detection from Cine MRI Images using Physiological Features and Random Forest Classifier

A. Kanakatte, Divya Bhatia, Avik Ghose, 2022, 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

BlueEye: a system for proximity detection using bluetooth on mobile phones

Chirabrata Bhaumik, Avik Ghose, Tapas Chakravarty, 2013, UbiComp.

A multi-modal approach for non-invasive detection of coronary artery disease

Avik Ghose, Rohan Banerjee, Arpan Pal, 2019, UbiComp/ISWC Adjunct.

Precise Bleeding and Red lesions localization from Capsule Endoscopy using Compact U-Net

Avik Ghose, Aparna Kanakatte, A. Kanakatte, 2021, 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Selective Discrimination of VOCs Applying Gas Sensing Kinetic Analysis over a Metal Oxide-Based Chemiresistive Gas Sensor.

P. K. Guha, S. Nag, A. Pal, 2021, ACS sensors.

A Novel Recurrent Neural Network Architecture for Classification of Atrial Fibrillation Using Single-lead ECG

Avik Ghose, Rohan Banerjee, Sundeep Khandelwal, 2019, 2019 27th European Signal Processing Conference (EUSIPCO).

ProxiTrak: a robust solution to enforce real-time social distancing & contact tracing in enterprise scenario

Snehasis Banerjee, Avik Ghose, Vivek Chandel, 2020, UbiComp/ISWC Adjunct.

Resource Constrained CVD Classification Using Single Lead ECG On Wearable and Implantable Devices

A. Majumdar, A. Pal, Sundeep Khandelwal, 2021, 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

A Hybrid CNN-LSTM Architecture for Detection of Coronary Artery Disease from ECG

Avik Ghose, Rohan Banerjee, Kayapanda M. Mandana, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

Investigations on Driver Unique Identification from Smartphone’s GPS Data Alone

Tapas Chakravarty, Arijit Chowdhury, Tanushree Banerjee, 2018 .

Detection of Counterfeit Medicines Using Hyperspectral Sensing

Arpan Pal, Avik Ghose, Sundeep Khandelwal, 2020, 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Road condition monitoring and alert application: Using in-vehicle Smartphone as Internet-connected sensor

Abhinav Jha, Chirabrata Bhaumik, Avik Ghose, 2012, 2012 IEEE International Conference on Pervasive Computing and Communications Workshops.

Synthesis of Realistic ECG Waveforms Using a Composite Generative Adversarial Network for Classification of Atrial Fibrillation

Avik Ghose, Rohan Banerjee, Avik Ghose, 2021, 2021 29th European Signal Processing Conference (EUSIPCO).

A Patient-Invariant Model for Freezing of Gait Detection Aided by Wavelet Decomposition

Avik Ghose, Aniruddha Sinha, Shivam Singhal, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

ThermoTrak: smartphone based real-time fever screening: demo abstract

Avik Ghose, Sanjay Kimbahune, Sujit Shinde, 2020, SenSys.

A Patient Invariant Model Towards the Prediction of Freezing of Gait

Aniruddha Sinha, Avik Ghose, Shivam Singhal, 2023, IEEE International Conference on Acoustics, Speech, and Signal Processing.

Digital Biomarkers: Using Smartwatch Data For Clinically Relevant Outcomes

Avik Ghose, Shivam Singhal, Sundeep Khandelwal, 2021, 2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops).

PI-Sole: A Low-Cost Solution for Gait Monitoring Using Off-The-Shelf Piezoelectric Sensors and IMU

Avik Ghose, Varsha Sharma, Nasimuddin Ahmed, 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

A personalized on-line calibration for photoplethysmograph based wrist wearable sensor

Avik Ghose, Arijit Sinharay, Tapas Chakravarty, 2017, 2017 Global Wireless Summit (GWS).

A Photoplethysmograph Based Practical Heart Rate Estimation Algorithm for Wearable Platforms

Arpan Pal, Avik Ghose, Tapas Chakravarty, 2017, WearSys@MobiSys.

Exploiting IMU Sensors for IOT Enabled Health Monitoring

Avik Ghose, Arijit Sinharay, Nasimuddin Ahmed, 2016, IoTofHealth@MobiSys.

Walking Pole Gait to Reduce Joint Loading post Total Knee Athroplasty: Musculoskeletal modeling Approach

Oishee Mazumder, Aniruddha Sinha, Avik Ghose, 2021, 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Smartphone-based sensors in health and wellness monitoring – Perspectives and assessment of the emerging future

Himadri Sikhar Pramanik, T. Chakravarty, A. Pal, 2021, Smartphone-Based Detection Devices.

A Semi-Supervised Approach For Identifying Abnormal Heart Sounds Using Variational Autoencoder

Avik Ghose, Rohan Banerjee, Avik Ghose, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Synthetic PPG Signal Generation to Improve Coronary Artery Disease Classification: Study With Physical Model of Cardiovascular System

O. Mazumder, Dibyendu Roy, Aniruddha Sinha, 2022, IEEE Journal of Biomedical and Health Informatics.

Imputation of Human Mobility Data for Comprehensive Risk Models

Arnab Chatterjee, Avik Ghose, Sakyajit Bhattacharya, 2023, BodySys@MobiSys.

Noise Cleaning of ECG on Edge Device Using Convolutional Sparse Contractive Autoencoder

Avik Ghose, Ayan Mukherjee, Rohan Banerjee, 2022, 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops).

Computational Model for Therapy Optimization of Wearable Cardioverter Defibrillator: Shockable Rhythm Detection and Optimal Electrotherapy

O. Mazumder, Dibyendu Roy, Aniruddha Sinha, 2021, Frontiers in Physiology.

MobiDriveScore — A system for mobile sensor based driving analysis: A risk assessment model for improving one's driving

Chirabrata Bhaumik, Avik Ghose, Tapas Chakravarty, 2013, 2013 Seventh International Conference on Sensing Technology (ICST).

AiRite: Towards Accurate & Infrastructure-Free 3-D Tracking of Smart Devices

Avik Ghose, Vivek Chandel, Shivam Singhal, 2020, 2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops).

AiRite: infrastructure-free cursive writing and drawing in air using smart devices

Avik Ghose, Vivek Chandel, Vivek Chandel, 2019, UbiComp/ISWC Adjunct.

Heart Rate Monitoring Using Capacitive Touchscreen Sensing

Arpan Pal, Avik Ghose, Sundeep Khandelwal, 2021, BodySys@MobiSys.

Unobtrusive indoor surveillance of patients at home using multiple Kinect sensors

Kingshuk Chakravarty, Amit Kumar Agrawal, Avik Ghose, 2013, SenSys '13.

A Framework for Pervasive and Ubiquitous Geriatric Monitoring

Kingshuk Chakravarty, Debatri Chatterjee, Kartik Muralidharan, 2018, HCI.

Surgical tool segmentation and localization using spatio-temporal deep network

Akshaya Ramaswamy, Jayavardhana Gubbi, Avik Ghose, 2020, 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Design insights for a mobile based sensor application framework: for aiding platform independent algorithm design

Arpan Pal, Avik Ghose, Anirban Dutta Choudhury, 2015, IPSN.

Driver authentication by quantifying driving style using GPS only

Avik Ghose, Tapas Chakravarty, Arijit Chowdhury, 2020, 2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops).

Generating Tiny Deep Neural Networks for ECG Classification on Micro-Controllers

Swarnava Dey, P. Dasgupta, Avik Ghose, 2023, 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops).