14 citations · 18 across the 3 of their papers we have counts for
3 papers
A Novel U-Net Architecture for Denoising of Real-world Noise Corrupted Phonocardiogram Signal
Ayan Mukherjee, Rohan Banerjee, Avik Ghose
The bio-acoustic information contained within heart sound signals are utilized by physicians world-wide for auscultation purpose. However, the heart sounds are inherently susceptib…
Murmur Detection Using Parallel Recurrent & Convolutional Neural Networks
Shahnawaz Alam, Rohan Banerjee, Soma Bandyopadhyay
In this article, we propose a novel technique for classification of the Murmurs in heart sound. We introduce a novel deep neural network architecture using parallel combination of…
Towards Wide Learning: Experiments in Healthcare
Snehasis Banerjee, Tanushyam Chattopadhyay, Swagata Biswas +4
In this paper, a Wide Learning architecture is proposed that attempts to automate the feature engineering portion of the machine learning (ML) pipeline. Feature engineering is wide…