[HTML][HTML] Advances in Medical Image Segmentation: A Comprehensive Review of Traditional, Deep Learning and Hybrid Approaches

Y Xu, R Quan, W Xu, Y Huang, X Chen, F Liu - Bioengineering, 2024 - mdpi.com
Medical image segmentation plays a critical role in accurate diagnosis and treatment
planning, enabling precise analysis across a wide range of clinical tasks. This review begins …

Homogeneous adaboost ensemble machine learning algorithms with reduced entropy on balanced data

MT Ramakrishna, VK Venkatesan, I Izonin, M Havryliuk… - Entropy, 2023 - mdpi.com
Today's world faces a serious public health problem with cancer. One type of cancer that
begins in the breast and spreads to other body areas is breast cancer (BC). Breast cancer is …

Multiclass Paddy Disease Detection Using Filter Based Feature Transformation Technique

N Bharanidharan, SRS Chakravarthy… - IEEE …, 2023 - ieeexplore.ieee.org
Pests and diseases are the big issues in paddy production and they make the farmers to
lose around 20% of rice yield world-wide. Identification of rice leaves diseases at early stage …

Hybrid ant lion mutated ant colony optimizer technique with particle swarm optimization for leukemia prediction using microarray gene data

TR Mahesh, D Santhakumar, A Balajee… - IEEE …, 2024 - ieeexplore.ieee.org
Leukemia refers to a type of blood malignancy that develops due to certain hematological
disorders. Identifying leukemia at its earlier stages through clinical operations are highly …

Performance Analysis of Deep Learning based Segmentation of Retinal Lesions in Fundus Images

NK Baskaran, TR Mahesh - 2023 Second International …, 2023 - ieeexplore.ieee.org
Diabetes mellitus causes diabetic retinopathy (DR), which is the primary cause of blindness
worldwide. Lesion Segmentation is a crucial component in the initial diagnosis of DR. The …

[HTML][HTML] An assessment of machine learning algorithms in diagnosing cardiovascular disease from right ventricle segmentation of cardiac magnetic resonance images

A Bhan, P Mangipudi, A Goyal - Healthcare Analytics, 2023 - Elsevier
Healthcare research shows early detection of cardiovascular disease (CVD) is the key to
saving the lives of patients suffering from CVDs. Furthermore, recent studies show the Right …

Personal AI desktop assistant

TR Mahesh - … Journal of Information Technology, Research and …, 2023 - ijitra.com
Early As we all know, how life is interlinked with the technology and the use of AI. AI-
powered voice assistants have become an integral part of our lives, intertwining technology …

[PDF][PDF] A stacking-based ensemble framework for automatic depression detection using audio signals

S Mamidisetti, AM Reddy - International Journal of …, 2023 - pdfs.semanticscholar.org
Mental illnesses are severe obstacles for the global welfare. Depression is a psychological
disorder which causes problems to the individual and also to his/her dependents. Machine …

Hybrid leader corona virus herd optimizer with multilevel thresholding techniques for foreground and background image segmentation

R Sowmiya - Computers and Electrical Engineering, 2024 - Elsevier
In computer vision and image processing, an important role is given to image segmentation.
As it can accurately extract and identify specific regions within an image. One of the key …

Heart Disease Prediction with Hyperparameter Analysis

A Bansal, MK Nallakaruppan, FA Mon… - 2023 International …, 2023 - ieeexplore.ieee.org
I propose to develop an application which would be able to predict whether someone would
be suffering from a coronary heart disease in the coming years. I propose to develop a …