Rohan Banerjee

According to our database, Rohan Banerjee authored at least 48 papers between 2013 and 2023.

Collaborative distances:

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

2023

Improving Environment Robustness of Deep Reinforcement Learning Approaches for Autonomous Racing Using Bayesian Optimization-based Curriculum Learning.

Rohan Banerjee, Prishita Ray, Mark Campbell

CoRR, 2023

A Novel U-Net Architecture for Denoising of Real-world Noise Corrupted Phonocardiogram Signal.

Ayan Mukherjee, Rohan Banerjee, Avik Ghose

CoRR, 2023

Reconstruction of Body Surface Potential From 12-Lead ECG: A Conditional GAN Based Approach.

Rohan Banerjee, Oishee Mazumder, Ayan Mukherjee, Soumitra Sinhahajari, Aniruddha Sinha

Proceedings of the 31st European Signal Processing Conference, 2023

Proteus : HLS-based NoC Generator and Simulator.

Abhimanyu Rajeshkumar Bambhaniya, Yangyu Chen, Anshuman, Rohan Banerjee, Tushar Krishna

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

2022

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

Oishee Mazumder, Rohan Banerjee, Dibyendu Roy, Sakyajit Bhattacharya, Avik Ghose, Aniruddha Sinha

IEEE J. Biomed. Health Informatics, 2022

A Light Weight Cardiac Monitoring System for On-device ECG Analysis.

Rohan Banerjee, Avik Ghose

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

A Light-Weight Deep Residual Network for Classification of Abnormal Heart Rhythms on Tiny Devices.

Rohan Banerjee, Avik Ghose

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022

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

Rohan Banerjee, Ayan Mukherjee, Avik Ghose

Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

2021

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

Rohan Banerjee, Avik Ghose

Proceedings of the 29th European Signal Processing Conference, 2021

2020

MapLite: Autonomous Intersection Navigation Without a Detailed Prior Map.

Teddy Ort, Krishna Murthy, Rohan Banerjee, Sai Krishna Gottipati, Dhaivat Bhatt, Igor Gilitschenski, Liam Paull, Daniela Rus

IEEE Robotics Autom. Lett., 2020

Learning Robust Control Policies for End-to-End Autonomous Driving From Data-Driven Simulation.

Alexander Amini, Igor Gilitschenski, Jacob Phillips, Julia Moseyko, Rohan Banerjee, Sertac Karaman, Daniela Rus

IEEE Robotics Autom. Lett., 2020

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

Rohan Banerjee, Avik Ghose, Kayapanda M. Mandana

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

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

Rohan Banerjee, Avik Ghose

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

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

Rohan Banerjee, Avik Ghose, Aniruddha Sinha, Arpan Pal, K. M. Mandana

Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019

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

Rohan Banerjee, Avik Ghose, Sundeep Khandelwal

Proceedings of the 27th European Signal Processing Conference, 2019

Evaluating the Choice of Tags in CQA Sites.

Rohan Banerjee, Sailaja Rajanala, Manish Singh

Proceedings of the Database Systems for Advanced Applications, 2019

2018

Murmur Detection Using Parallel Recurrent & Convolutional Neural Networks.

Shahnawaz Alam, Rohan Banerjee, Soma Bandyopadhyay

CoRR, 2018

Time Series and Morphological Feature Extraction for Classifying Coronary Artery Disease from Photoplethysmogram.

Rohan Banerjee, Sakyajit Bhattacharya, Shahnawaz Alam

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

SleepTight: Identifying Sleep Arousals Using Inter and Intra-Relation of Multimodal Signals.

Tanuka Bhattacharjee, Deepan Das, Shahnawaz Alam, M. V. Achuth Rao, Prasanta Kumar Ghosh, Ayush Ranjan Lohani, Rohan Banerjee, Anirban Dutta Choudhury, Arpan Pal

Proceedings of the Computing in Cardiology, 2018

Non-Invasive Detection of Coronary Artery Disease Based on Clinical Information and Cardiovascular Signals: A Two-Stage Classification Approach.

Rohan Banerjee, Sakyajit Bhattacharya, Soma Bandyopadhyay, Arpan Pal, K. M. Mandana

Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018

2017

Novel Statistical Post Processing to Improve Blood Pressure Estimation from Smartphone Photoplethysmogram.

Shreyasi Datta, Anirban Dutta Choudhury, Arijit Chowdhury, Tanushree Banerjee, Rohan Banerjee, Sakyajit Bhattacharya, Arpan Pal, Kayapanda M. Mandana

Proceedings of the First International Workshop on Human-centered Sensing, 2017

A fusion approach for non-invasive detection of coronary artery disease.

Anirban Dutta Choudhury, Rohan Banerjee, Arpan Pal, K. M. Mandana

Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2017

Noise detection in smartphone phonocardiogram.

Deepan Das, Rohan Banerjee, Anirban Dutta Choudhury, Parijat Deshpande, Nital Shah, Vijay Date, Arpan Pal, Kayapanda M. Mandana

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Novel features from autocorrelation and spectrum to classify Phonocardiogram quality.

Deepan Das, Rohan Banerjee, Anirban Dutta Choudhury, Sakyajit Bhattacharya, Parijat Deshpande, Arpan Pal, Kayapanda M. Mandana

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

A robust dataset-agnostic heart disease classifier from Phonocardiogram.

Rohan Banerjee, Anirban Dutta Choudhury, Parijat Deshpande, Sakyajit Bhattacharya, Arpan Pal, K. M. Mandana

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Identifying Normal, AF and other Abnormal ECG Rhythms using a Cascaded Binary Classifier.

Shreyasi Datta, Chetanya Puri, Ayan Mukherjee, Rohan Banerjee, Anirban Dutta Choudhury, Rituraj Singh, Arijit Ukil, Soma Bandyopadhyay, Arpan Pal, Sundeep Khandelwal

Proceedings of the Computing in Cardiology, 2017

2016

Towards Wide Learning: Experiments in Healthcare.

Snehasis Banerjee, Tanushyam Chattopadhyay, Swagata Biswas, Rohan Banerjee, Anirban Dutta Choudhury, Arpan Pal, Utpal Garain

CoRR, 2016

Blood pressure estimation from photoplethysmogram using latent parameters.

Shreyasi Datta, Rohan Banerjee, Anirban Dutta Choudhury, Aniruddha Sinha, Arpan Pal

Proceedings of the 2016 IEEE International Conference on Communications, 2016

Identifying coronary artery disease from photoplethysmogram.

Rohan Banerjee, Ramu Vempada, K. M. Mandana, Anirban Dutta Choudhury, Arpan Pal

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016

Non Invasive Detection of Coronary Artery Disease Using PCG and PPG.

Rohan Banerjee, Anirban Dutta Choudhury, Shreyasi Datta, Arpan Pal, Kayapanda M. Mandana

Proceedings of the eHealth 360°, 2016

Time-Frequency Analysis of Phonocardiogram for Classifying Heart Disease.

Rohan Banerjee, Swagata Biswas, Snehasis Banerjee, Anirban Dutta Choudhury, Tanushyam Chattopadhyay, Arpan Pal, Kayapanda M. Mandana, Parijat Deshpande

Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

Smartphone Based Digital Stethoscope for Connected Health - A Direct Acoustic Coupling Technique.

Arijit Sinharay, Deb Ghosh, Parijat Deshpande, Shahnawaz Alam, Rohan Banerjee, Arpan Pal

Proceedings of the First IEEE International Conference on Connected Health: Applications, 2016

2015

Feasibility Analysis for Estimation of Blood Pressure and Heart Rate using A Smart Eye Wear.

Nasimuddin Ahmed, Rohan Banerjee, Avik Ghose, Arijit Sinharay

Proceedings of the 2015 workshop on Wearable Systems and Applications, 2015

A Novel Approach to Unify Robotics, Sensors, and Cloud Computing Through IoT for a Smarter Healthcare Solution for Routine Checks and Fighting Epidemics.

Arijit Sinharay, Arpan Pal, Snehasis Banerjee, Rohan Banerjee, Soma Bandyopadhyay, Parijat Deshpande, Ranjan Dasgupta

Proceedings of the Internet of Things. IoT Infrastructures, 2015

Noise cleaning and Gaussian modeling of smart phone photoplethysmogram to improve blood pressure estimation.

Rohan Banerjee, Avik Ghose, Anirban Dutta Choudhury, Aniruddha Sinha, Arpan Pal

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Novel peak detection to estimate HRV using smartphone audio.

Aditi Misra, Rohan Banerjee, Anirban Dutta Choudhury, Aniruddha Sinha, Arpan Pal

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

2014

HeartSense: smart phones to estimate blood pressure from photoplethysmography.

Rohan Banerjee, Anirban Dutta Choudhury, Aniruddha Sinha, Aishwarya Visvanathan

Proceedings of the 12th ACM Conference on Embedded Network Sensor Systems, 2014

Smart phone based blood pressure indicator.

Aishwarya Visvanathan, Rohan Banerjee, Anirban Dutta Choudhury, Aniruddha Sinha, Shaswati Kundu

Proceedings of the 4th ACM MobiHoc workshop on Pervasive wireless healthcare, 2014

HeartSense: Estimating Heart Rate from Smartphone Photoplethysmogram Using Adaptive Filter and Interpolation.

Anirban Dutta Choudhury, Aditi Misra, Arpan Pal, Rohan Banerjee, Avik Ghose, Aishwarya Visvanathan

Proceedings of the Internet of Things. User-Centric IoT, 2014

PhotoECG: Photoplethysmographyto estimate ECG parameters.

Rohan Banerjee, Aniruddha Sinha, Anirban Dutta Choudhury, Aishwarya Visvanathan

Proceedings of the IEEE International Conference on Acoustics, 2014

Effects of fingertip orientation and flash location in smartphone Photoplethysmography.

Aishwarya Visvanathan, Rohan Banerjee, Aditi Misra, Anirban Dutta Choudhury, Arpan Pal

Proceedings of the 2014 International Conference on Advances in Computing, 2014

Estimating blood pressure using Windkessel model on photoplethysmogram.

Anirban Dutta Choudhury, Rohan Banerjee, Aniruddha Sinha, Shaswati Kundu

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013

On the Stability of Lung Parenchymal Lesions with Applications to Early Pneumothorax Diagnosis.

Archis R. Bhandarkar, Rohan Banerjee, Padmanabhan Seshaiyer

Comput. Math. Methods Medicine, 2013

HeartSense: estimating blood pressure and ECG from photoplethysmograph using smart phones.

Anirban Dutta Choudhury, Aishwarya Visvanathan, Rohan Banerjee, Aniruddha Sinha, Arpan Pal, Chirabrata Bhaumik, Anurag Kumar

Proceedings of the 11th ACM Conference on Embedded Network Sensor Systems, 2013

Participatory sensing based traffic condition monitoring using horn detection.

Rohan Banerjee, Aniruddha Sinha, Arindam Saha

Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013

TrigSense: Accelerometer triggered audio sensing for traffic condition monitoring.

Rohan Banerjee, Aniruddha Sinha

Proceedings of the 2013 IEEE Eighth International Conference on Intelligent Sensors, 2013

Gait based people identification system using multiple switching kinects.

Rohan Banerjee, Aniruddha Sinha, Kingshuk Chakravarty

Proceedings of the 13th International Conference on Intellient Systems Design and Applications, 2013

Estimation of ECG parameters using photoplethysmography.

Rohan Banerjee, Aniruddha Sinha, Arpan Pal, Anurag Kumar

Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013