Intelligent ultrasound imaging for enhanced breast cancer diagnosis: Ensemble transfer learning strategies

KS Rao, PV Terlapu, D Jayaram, KK Raju… - IEEE …, 2024 - ieeexplore.ieee.org
According to WHO statistics for 2018, there are 1.2 million cases and 700,000 deaths from
breast cancer (BC) each year, making it the second-highest cause of mortality for women …

[HTML][HTML] A novel Taguchi-based approach for optimizing neural network architectures: application to elastic short fiber composites

MH Nikzad, M Heidari-Rarani, M Mirkhalaf - Composites Science and …, 2025 - Elsevier
This study presents an innovative application of the Taguchi design of experiment method to
optimize the structure of an Artificial Neural Network (ANN) model for the prediction of elastic …

Improved Software Effort Estimation Through Machine Learning: Challenges, Applications, and Feature Importance Analysis

PV Terlapu, KK Raju, GK Kumar, GJ Rao… - IEEE …, 2024 - ieeexplore.ieee.org
Effort estimations are a crucial aspect of software development. The tasks should be
completed before the start of any software project. Accurate estimations increase the …

Intelligent diagnosis system of hepatitis C virus: A probabilistic neural network based approach

PV Terlapu, SB Gedela, VK Gangu… - International Journal of …, 2022 - Wiley Online Library
In recent years, early detection of hepatitis C virus (HCV) disease has been a vital task in the
medical science field. HCV became the main health concern to the public, as it was noticed …

Data analysis architecture using techniques of machine learning for the prediction of the quality of blood fonations against the hepatitis C Virus

P Idrovo-Berrezueta, D Dutan-Sanchez… - … Autumn Meeting on …, 2022 - ieeexplore.ieee.org
Nowadays the WHO (World health Organization) has difficulties improving the access to safe
blood. The WHO have published that the problem with blood donations is that of the millions …

Drinkers Voice Recognition Intelligent System: An Ensemble Stacking Machine Learning Approach

PV Terlapu - Annals of Data Science, 2024 - Springer
Alcohol's dehydrating effects can cause vocal cords to dry out, potentially causing temporary
voice changes and increasing the risk of vocal strain or damage. Short-term changes in …

Optimizing Chronic Kidney Disease Diagnosis in Uddanam: A Smart Fusion of GA-MLP Hybrid and PCA Dimensionality Reduction

PRV Terlapu, D Jayaram, S Rakesh… - Procedia Computer …, 2023 - Elsevier
Diagnosing chronic kidney disease (CKD) accurately and quickly is a big challenge in
healthcare today. In a region called Uddanam in Andhra Pradesh, India, there's a common …

[PDF][PDF] Intellectual gestational diabetes diagnosis system using MLP-whale optimization algorithm including statistical analysis

TPR Vital - International Journal of Computing and Digital Systems, 2023 - researchgate.net
Diabetes is a widely recognized medical condition and is generally mentioned as a silent
killer in global healthcare. It is a metabolic and chronic disease that causes an increase in …

[PDF][PDF] SMART HYBRID MODELS FOR IMPROVED BREAST CANCER DETECTION

NR Gali, PV Terlapu, Y Mandavakuriti… - Proceedings on …, 2024 - researchgate.net
Breast cancer (BC) ranks the second most prevalent cancer among women globally and is
the leading cause of female mortality. The conventional method for BC detection primarily …

[PDF][PDF] Rice Category Identification through Deep Transfer Learning Features and Machine Learning Classifiers: An Intelligent Approach.

PV Terlapu, UD Prasan, TR Kumar… - … International Journal of …, 2024 - iaeng.org
Rice category identification by image analysis is essential to ensure the quality and safety of
rice production. In this study, we propose an intellectual approach to improve rice category …