Endoscopic Bladder Tissue Classification Using Seventeen Layered Deep Convolutional Neural Network

MS Devi, JA Pandian, D Umanandhini… - … on Advancements in …, 2024 - ieeexplore.ieee.org
After a diagnosis of bladder cancer, endoscopic surgery is carried out as it is thought to be
the most efficient and appropriate method of treating superficial tumors. It is essential to …

Parasitized Malarial Infected Cell Detection through Variance Scaling Kernel Initializer Conv2D

MS Devi, D Umanandhini, A Joshi… - … on Advances in …, 2024 - ieeexplore.ieee.org
Medical pathologists physically examine Plasmodium falciparum parasites infected blood
cells that have been infected through a magnifying glass as part of the traditional diagnostic …

Deep Q-Network Based Reinforcement Learning for Bitcoin Future Price Prediction

MS Devi, JA Pandian, D Umanandhini… - … on Advancements in …, 2024 - ieeexplore.ieee.org
Bitcoin is the very first decentralized digital money in the entire world. Bitcoin is exceptionally
reliable since it uses a block chain instead of a service provider like a banking institution. As …

Learning Rate Regularized EfficientNet based Rice Grain Classification

MS Devi, S Sridevi, D Umanandhini… - … Global Conference on …, 2023 - ieeexplore.ieee.org
One of the most popular grain items cultivated across the globe is rice. Rice seeds may be
recognized by their appearance, form, and ethnicity. Rice types may be distinguished owing …

GlorotUniform Kernel Initializer based Conv2D Sequential Convolutional Neural Network for Diabetic Retinopathy Detection

D Umanandhini, MS Devi… - … on Evolutionary Algorithms …, 2023 - ieeexplore.ieee.org
People with diabetes may develop Diabetic Retinopathy (DR), an sight illness that damages
the eye nerve vessels in the retina and may end up in vision loss and blurred vision. Retinal …

Five Layered Mask-RCNN based Dental Disease Detection from Children Panoramic Radiographs

MS Devi, D Umanandhini, G Rajesh… - 2023 Global …, 2023 - ieeexplore.ieee.org
Dentists typically use their naked senses to diagnose oral diseases, however this method
presents numerous potential for misinterpretation and incorrect evaluations. The periodontal …

SDD: An Efficient Stacked Deep Learning Technique for Social Distance Detection

S Balasubaramanian, R Cyriac, S Roshan… - … on Advances in …, 2023 - Springer
The use of social distance as a tool throughout the battle with COVID-19 has shown
promising results. In recent years, artificial intelligence (AI) and deep learning (DL) have …