Sensitivity analysis of physical and mental health factors affecting Polycystic ovary syndrome in women

S Guha, A Kodipalli - Expert Systems, 2023 - Wiley Online Library
Polycystic ovary syndrome (PCOS) is a common condition affecting women worldwide. In
this paper, we analyse physical and mental health factors affecting PCOS in women. We …

A novel variant of deep convolutional neural network for classification of ovarian tumors using CT images

A Kodipalli, SV Devi, S Dasar, T Ismail - Computers and Electrical …, 2023 - Elsevier
Deep Learning models have shown tremendously impressive performance on image
classification tasks. In the medical imaging domain, progress has been made in obtaining …

Ovarian Cancer Data Analysis using Deep Learning: A Systematic Review from the Perspectives of Key Features of Data Analysis and AI Assurance

MT Hira, MA Razzaque, M Sarker - arXiv preprint arXiv:2311.11932, 2023 - arxiv.org
Background and objectives: By extracting this information, Machine or Deep Learning
(ML/DL)-based autonomous data analysis tools can assist clinicians and cancer researchers …

Prediction of Diabetes using Machine Learning Algorithms and Correlation with Pregnancy

S Shahane, TC Siri, R Bhoomika… - 2023 3rd …, 2023 - ieeexplore.ieee.org
When the body is unable to control blood glucose levels, diabetes, a chronic medical
condition, develops. Pregnant women who have gestational diabetes mellitus (GDM) are …

Quantum optimized AlexNet for histopathology breast image diagnosis

HK Ahmed, B Tantawi, M Magdy, GI Sayed - International Conference on …, 2023 - Springer
Breast cancer is a prevalent and life-threatening disease affecting millions of women
worldwide. Timely and accurate detection is crucial for improving patient outcomes. Deep …

Semantic segmentation and classification of polycystic ovarian disease using attention UNet, Pyspark, and ensemble learning model

A Kodipalli, S Devi, S Dasar - Expert Systems, 2024 - Wiley Online Library
Ovarian abnormality like polycystic ovarian disease (PCOD) is one of the most common
diseases among women worldwide. PCOD not only has an impact on infertility but also hurts …

Improved Rank-based recursive feature elimination method based Ovarian Cancer Detection Model via Customized Deep Architecture

ND Rani, M Babu - Computer Methods and Programs in Biomedicine, 2024 - Elsevier
Background Ovarian cancer is often considered the most lethal gynecological cancer
because it tends to be diagnosed at an advanced stage, leading to limited treatment options …

Integrated Fuzzy TOPSIS And AHP Approach for Efficient Water Resources Allocation in Rural Areas

M Bharath, A Kodipalli - 2023 IEEE 3rd Mysore Sub Section …, 2023 - ieeexplore.ieee.org
This study integrates the Analytic Hierarchy Process (AHP) and Technique for Order of
Preference by Similarity to Ideal Solution (TOPSIS) to assess and prioritize rural water …

Segmentation of ovarian cyst using improved U-NET and hybrid deep learning model

JM Shivaram - Multimedia Tools and Applications, 2024 - Springer
The female reproductive system relies on the ovaries to produce eggs, but ovarian cysts can
lead to complications such as torsion, infertility, and cancer, making it essential to diagnose …

Emotion detection from textual data using supervised machine learning models

RR Malagi, R Yogith, SP TK, A Kodipalli… - 2023 4th …, 2023 - ieeexplore.ieee.org
Emotion detection and recognition from text is a recent field of research that is closely
related to Sentiment analysis. Many people express themselves using text, photographs …