Rohan Banerjee

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 33

Top Topics

Clinical Information

Coronary Artery Disease

Convolutional Neural Networks

Top Venues

Publications

Rohan Banerjee, Rajat Kumar Jenamani, Sidharth Vasudev, Amal Nanavati, Sarah Dean, Tapomayukh Bhattacharjee
To Ask or Not To Ask: Human-in-the-loop Contextual Bandits with Applications in Robot-Assisted Feeding. CoRR (2024)
Rohan Banerjee, Prishita Ray, Mark Campbell
Improving Environment Robustness of Deep Reinforcement Learning Approaches for Autonomous Racing Using Bayesian Optimization-based Curriculum Learning. CoRR (2023)
Ayan Mukherjee, Rohan Banerjee, Avik Ghose
A Novel U-Net Architecture for Denoising of Real-world Noise Corrupted Phonocardiogram Signal. CoRR (2023)
Rohan Banerjee, Oishee Mazumder, Ayan Mukherjee, Soumitra Sinhahajari, Aniruddha Sinha
Reconstruction of Body Surface Potential From 12-Lead ECG: A Conditional GAN Based Approach. EUSIPCO (2023)
Abhimanyu Rajeshkumar Bambhaniya, Yangyu Chen, Anshuman, Rohan Banerjee, Tushar Krishna
Proteus : HLS-based NoC Generator and Simulator. DATE (2023)
Rohan Banerjee, Ayan Mukherjee, Avik Ghose
Noise Cleaning of ECG on Edge Device Using Convolutional Sparse Contractive Autoencoder. PerCom Workshops (2022)
Oishee Mazumder, Rohan Banerjee, Dibyendu Roy, Sakyajit Bhattacharya, Avik Ghose, Aniruddha Sinha
Synthetic PPG Signal Generation to Improve Coronary Artery Disease Classification: Study With Physical Model of Cardiovascular System. IEEE J. Biomed. Health Informatics 26 (5) (2022)
Rohan Banerjee, Avik Ghose
A Light-Weight Deep Residual Network for Classification of Abnormal Heart Rhythms on Tiny Devices. PKDD/ECML Workshops (2) (2022)
Rohan Banerjee, Avik Ghose
A Light Weight Cardiac Monitoring System for On-device ECG Analysis. ECML/PKDD (6) (2022)
Rohan Banerjee, Avik Ghose
Synthesis of Realistic ECG Waveforms Using a Composite Generative Adversarial Network for Classification of Atrial Fibrillation. EUSIPCO (2021)
Alexander Amini, Igor Gilitschenski, Jacob Phillips, Julia Moseyko, Rohan Banerjee, Sertac Karaman, Daniela Rus
Learning Robust Control Policies for End-to-End Autonomous Driving From Data-Driven Simulation. IEEE Robotics Autom. Lett. 5 (2) (2020)
Rohan Banerjee, Avik Ghose, Kayapanda M. Mandana
A Hybrid CNN-LSTM Architecture for Detection of Coronary Artery Disease from ECG. IJCNN (2020)
Rohan Banerjee, Avik Ghose
A Semi-Supervised Approach For Identifying Abnormal Heart Sounds Using Variational Autoencoder. ICASSP (2020)
Teddy Ort, Krishna Murthy, Rohan Banerjee, Sai Krishna Gottipati, Dhaivat Bhatt, Igor Gilitschenski, Liam Paull, Daniela Rus
MapLite: Autonomous Intersection Navigation Without a Detailed Prior Map. IEEE Robotics Autom. Lett. 5 (2) (2020)
Rohan Banerjee, Avik Ghose, Aniruddha Sinha, Arpan Pal, K. M. Mandana
A multi-modal approach for non-invasive detection of coronary artery disease. UbiComp/ISWC Adjunct (2019)
Rohan Banerjee, Avik Ghose, Sundeep Khandelwal
A Novel Recurrent Neural Network Architecture for Classification of Atrial Fibrillation Using Single-lead ECG. EUSIPCO (2019)
Rohan Banerjee, Sailaja Rajanala, Manish Singh
Evaluating the Choice of Tags in CQA Sites. DASFAA (1) (2019)
Rohan Banerjee, Sakyajit Bhattacharya, Shahnawaz Alam
Time Series and Morphological Feature Extraction for Classifying Coronary Artery Disease from Photoplethysmogram. ICASSP (2018)
Tanuka Bhattacharjee, Deepan Das, Shahnawaz Alam, M. V. Achuth Rao, Prasanta Kumar Ghosh, Ayush Ranjan Lohani, Rohan Banerjee, Anirban Dutta Choudhury, Arpan Pal
SleepTight: Identifying Sleep Arousals Using Inter and Intra-Relation of Multimodal Signals. CinC (2018)
Rohan Banerjee, Sakyajit Bhattacharya, Soma Bandyopadhyay, Arpan Pal, K. M. Mandana
Non-Invasive Detection of Coronary Artery Disease Based on Clinical Information and Cardiovascular Signals: A Two-Stage Classification Approach. CBMS (2018)
Shahnawaz Alam, Rohan Banerjee, Soma Bandyopadhyay
Murmur Detection Using Parallel Recurrent & Convolutional Neural Networks. CoRR (2018)
Deepan Das, Rohan Banerjee, Anirban Dutta Choudhury, Parijat Deshpande, Nital Shah, Vijay Date, Arpan Pal, Kayapanda M. Mandana
Noise detection in smartphone phonocardiogram. ICASSP (2017)
Anirban Dutta Choudhury, Rohan Banerjee, Arpan Pal, K. M. Mandana
A fusion approach for non-invasive detection of coronary artery disease. PervasiveHealth (2017)
Shreyasi Datta, Chetanya Puri, Ayan Mukherjee, Rohan Banerjee, Anirban Dutta Choudhury, Rituraj Singh, Arijit Ukil, Soma Bandyopadhyay, Arpan Pal, Sundeep Khandelwal
Identifying Normal, AF and other Abnormal ECG Rhythms using a Cascaded Binary Classifier. CinC (2017)
Shreyasi Datta, Anirban Dutta Choudhury, Arijit Chowdhury, Tanushree Banerjee, Rohan Banerjee, Sakyajit Bhattacharya, Arpan Pal, Kayapanda M. Mandana
Novel Statistical Post Processing to Improve Blood Pressure Estimation from Smartphone Photoplethysmogram. HumanSys@SenSys (2017)
Rohan Banerjee, Anirban Dutta Choudhury, Parijat Deshpande, Sakyajit Bhattacharya, Arpan Pal, K. M. Mandana
A robust dataset-agnostic heart disease classifier from Phonocardiogram. EMBC (2017)
Deepan Das, Rohan Banerjee, Anirban Dutta Choudhury, Sakyajit Bhattacharya, Parijat Deshpande, Arpan Pal, Kayapanda M. Mandana
Novel features from autocorrelation and spectrum to classify Phonocardiogram quality. EMBC (2017)
Arijit Sinharay, Deb Ghosh, Parijat Deshpande, Shahnawaz Alam, Rohan Banerjee, Arpan Pal
Smartphone Based Digital Stethoscope for Connected Health - A Direct Acoustic Coupling Technique. CHASE (2016)
Rohan Banerjee, Anirban Dutta Choudhury, Shreyasi Datta, Arpan Pal, Kayapanda M. Mandana
Non Invasive Detection of Coronary Artery Disease Using PCG and PPG. eHealth 360° (2016)
Rohan Banerjee, Swagata Biswas, Snehasis Banerjee, Anirban Dutta Choudhury, Tanushyam Chattopadhyay, Arpan Pal, Kayapanda M. Mandana, Parijat Deshpande
Time-Frequency Analysis of Phonocardiogram for Classifying Heart Disease. CinC (2016)
Rohan Banerjee, Ramu Vempada, K. M. Mandana, Anirban Dutta Choudhury, Arpan Pal
Identifying coronary artery disease from photoplethysmogram. UbiComp Adjunct (2016)
Shreyasi Datta, Rohan Banerjee, Anirban Dutta Choudhury, Aniruddha Sinha, Arpan Pal
Blood pressure estimation from photoplethysmogram using latent parameters. ICC (2016)
Snehasis Banerjee, Tanushyam Chattopadhyay, Swagata Biswas, Rohan Banerjee, Anirban Dutta Choudhury, Arpan Pal, Utpal Garain
Towards Wide Learning: Experiments in Healthcare. CoRR (2016)
Aditi Misra, Rohan Banerjee, Anirban Dutta Choudhury, Aniruddha Sinha, Arpan Pal
Novel peak detection to estimate HRV using smartphone audio. BSN (2015)
Rohan Banerjee, Avik Ghose, Anirban Dutta Choudhury, Aniruddha Sinha, Arpan Pal
Noise cleaning and Gaussian modeling of smart phone photoplethysmogram to improve blood pressure estimation. ICASSP (2015)
Arijit Sinharay, Arpan Pal, Snehasis Banerjee, Rohan Banerjee, Soma Bandyopadhyay, Parijat Deshpande, Ranjan Dasgupta
A Novel Approach to Unify Robotics, Sensors, and Cloud Computing Through IoT for a Smarter Healthcare Solution for Routine Checks and Fighting Epidemics. IoT 360 (1) (2015)
Nasimuddin Ahmed, Rohan Banerjee, Avik Ghose, Arijit Sinharay
Feasibility Analysis for Estimation of Blood Pressure and Heart Rate using A Smart Eye Wear. WearSys@MobiSys (2015)
Anirban Dutta Choudhury, Rohan Banerjee, Aniruddha Sinha, Shaswati Kundu
Estimating blood pressure using Windkessel model on photoplethysmogram. EMBC (2014)
Rohan Banerjee, Anirban Dutta Choudhury, Aniruddha Sinha, Aishwarya Visvanathan
HeartSense: smart phones to estimate blood pressure from photoplethysmography. SenSys (2014)
Anirban Dutta Choudhury, Aditi Misra, Arpan Pal, Rohan Banerjee, Avik Ghose, Aishwarya Visvanathan
HeartSense: Estimating Heart Rate from Smartphone Photoplethysmogram Using Adaptive Filter and Interpolation. IoT360 (1) (2014)
Rohan Banerjee, Aniruddha Sinha, Anirban Dutta Choudhury, Aishwarya Visvanathan
PhotoECG: Photoplethysmographyto estimate ECG parameters. ICASSP (2014)
Aishwarya Visvanathan, Rohan Banerjee, Aditi Misra, Anirban Dutta Choudhury, Arpan Pal
Effects of fingertip orientation and flash location in smartphone Photoplethysmography. ICACCI (2014)
Aishwarya Visvanathan, Rohan Banerjee, Anirban Dutta Choudhury, Aniruddha Sinha, Shaswati Kundu
Smart phone based blood pressure indicator. MobileHealth@MobiHoc (2014)
Rohan Banerjee, Aniruddha Sinha, Arindam Saha
Participatory sensing based traffic condition monitoring using horn detection. SAC (2013)
Rohan Banerjee, Aniruddha Sinha, Arpan Pal, Anurag Kumar
Estimation of ECG parameters using photoplethysmography. BIBE (2013)
Archis R. Bhandarkar, Rohan Banerjee, Padmanabhan Seshaiyer
On the Stability of Lung Parenchymal Lesions with Applications to Early Pneumothorax Diagnosis. Comput. Math. Methods Medicine 2013 (2013)
Anirban Dutta Choudhury, Aishwarya Visvanathan, Rohan Banerjee, Aniruddha Sinha, Arpan Pal, Chirabatra Bhaumik, Anurag Kumar
HeartSense: estimating blood pressure and ECG from photoplethysmograph using smart phones. SenSys (2013)
Rohan Banerjee, Aniruddha Sinha
TrigSense: Accelerometer triggered audio sensing for traffic condition monitoring. ISSNIP (2013)
Rohan Banerjee, Aniruddha Sinha, Kingshuk Chakravarty
Gait based people identification system using multiple switching kinects. ISDA (2013)