Deep ensemble models for speech emotion classification

SC Pravin, VB Sivaraman, J Saranya - Microprocessors and Microsystems, 2023 - Elsevier
This research article proposes two deep ensemble models, namely the Deep Cascaded
Ensemble (DCE) and Deep Parallel Ensemble (DPE) for automatic speech emotion …

[PDF][PDF] An Efficient DenseNet for Diabetic Retinopathy Screening.

SC Pravin, SPK Sabapathy, S Selvakumar… - International Journal of …, 2023 - academia.edu
This study aims to propose a novel deep learning framework, ie, efficient DenseNet, for
identifying diabetic retinopathy severity levels in retinal images. Diabetic retinopathy is an …

Machine learning and IoT-based automatic health monitoring system

SC Pravin, J Saranya, S Suganthi… - … and Virtual Mobile …, 2022 - Springer
Abstract The Internet of things (IoT) has made healthcare applications more accessible to
the rest of the globe. On a wide scale, IoT has been employed to interconnect therapeutic …

LabVIEW Based Anomaly Detection for Screening Diabetic Retinopathy

SC Pravin, KS Priya, S Suganthi, J Saranya… - IoT Based Control …, 2022 - Springer
Diabetic Retinopathy (DR) affects significant amount of people with acute diabetes. DR is
initially asymptomatic; however, if left untreated, it can lead to low vision and visual …