Tanmay Sinha Roy

Classifier identification using deep learning and machine learning algorithms for the detection of valvular heart diseases

Tanmay Sinha Roy, Joyanta Kumar Roy, Nirupama Mandal · Biomedical Engineering Advances · 2022 · 43 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +20

Conv-Random Forest-Based IoT: A Deep Learning Model Based on CNN and Random Forest for Classification and Analysis of Valvular Heart Diseases

Tanmay Sinha Roy, Joyanta Kumar Roy, Nirupama Mandal · IEEE Open Journal of Instrumentation and Measurement · 2023 · 23 citations · Full text

Design and development of electronic stethoscope for early screening of valvular heart disease prediction

Tanmay Sinha Roy, Joyanta Kumar Roy, Nirupama Mandal · Biomedical Signal Processing and Control · 2023 · 19 citations

Heart Failure, Medical Imaging, Cardiovascular Disease +12

A simple technique for heart sound detection and real time analysis

Joyanta Kumar Roy, Tanmay Sinha Roy · 2017 · 14 citations

Biomedical Acoustics, Real Time Analysis, Engineering +20

Design of ear-contactless stethoscope and improvement in the performance of deep learning based on CNN to classify the heart sound

Tanmay Sinha Roy, Joyanta Kumar Roy, Nirupama Mandal · Medical & Biological Engineering & Computing · 2023 · 14 citations · Full text

Convolutional Neural Network, Heart Sound, Engineering +3