Mrs. N. Durga

Journal Publications in National/International Conferences:

• A Novel Deep Learning Framework with Global Attention Mechanism for Enhanced Heart Disease Detection and PredictionDurga N., Gayathri T., Ratna Kumari K.
  Lecture Notes in Networks and Systems 1343 LNNS,2025

• Enhanced Lung Cancer Detection via Modified U-Net and Deep Learning Classifiers: A Hybrid Approach Utilizing NSCLC-Radiomics Data, Durga N., Gayathri T., Ratna Kumari K., …Sricharani P., Kavitha D.N.S.B.Lecture Notes in Networks and Systems 1343 LNNS,2025

• A Hybrid Deep Learning Framework for HER2-Stained Breast Cancer Image Classification with Swin Transformer and YOLOv4, Durga N., Kumari K.R., Gayathri T., …Sekharam M.Y., Uppalapati P.J. Lecture Notes in Networks and Systems 1343 LNNS,2025

• Prediction of Daily Cow’s Milk Yield Using IGHOA-Based Convolutional Neural Network in Smart Farming System, Durga N., Gayathri T., Ratna Kumari K. 2nd International Conference on Signal Processing Communication Power and Embedded Systems Scopes,2024

• Clustering Based Hybrid Optimized Model for Effective Data Transmission, International Conference on Cognitive Computing and Cyber Physical Systems, Volume 537,January 2024, PP.338-351.
• Segmentation and Classification of Lung Tumor Analysis using LU-Net with BBH Optimizer, 14th International Conference on Cloud Computing, Data Science & Engineering (Confluence),January 2024,PP.834-839.
• Advanced NID-VGG16 with Orca Predation Optimization based 1DCNN-BiLSTM for Network Intrusion Detection, 14th International Conference on Cloud Computing, Data Science & Engineering (Confluence),January 2024,PP.840-845.