A novel method for selecting initial centroids in K-means clustering algorithm. - S. Poomagal; P. Saranya; S. Karthik (Int. J. Intell. Syst. Technol. Appl., 2016)

Abnormal Blood Vessels Segmentation for Proliferative Diabetic Retinopathy Screening Using Convolutional Neural Network. - Vasavi Agarwal; Ridhi Sipani; P. Saranya (ICACDS (1), 2021)

Robust Vehicle Detection for Highway Monitoring Using Histogram of Oriented Gradients and Reduced Support Vector Machine. - Sarthak Mishra; Dhruv Upadhyay; P. Saranya (ICACDS (1), 2022)

Blood vessel segmentation in retinal fundus images for proliferative diabetic retinopathy screening using deep learning. - P. Saranya; S. Prabakaran; Rahul Kumar; Eshani Das (Vis. Comput., 2022)

Text Based Traffic Signboard Detection Using YOLO v7 Architecture. - Ananya Negi; Yash Kesarwani; P. Saranya (ICACDS, 2023)

Proof of Transaction (PoTx) Based Traceability System for an Agriculture Supply Chain. - P. Saranya; R. Maheswari (IEEE Access, 2023)

Detection of Diabetic Retinopathy from Retinal Images Using DenseNet Models. - R. Nandakumar; P. Saranya; Vijayakumar Ponnusamy; Subhashree Hazra; Antara Gupta (Comput. Syst. Sci. Eng., 2023)

Identifying Cancer Disease Using Softmax-Feed Forward Recurrent Neural Classification. - P. Saranya; P. Asha (Intell. Autom. Soft Comput., 2023)

Detection and classification of red lesions from retinal images for diabetic retinopathy detection using deep learning models. - P. Saranya; R. Pranati; Sneha Shruti Patro (Multim. Tools Appl., 2023)

Cancer prognosis with machine learning-based modified meta-heuristics and weighted gradient boosting algorithm. - P. Saranya; P. Asha (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2023)

Detection of exudates from retinal images for non-proliferative diabetic retinopathy detection using deep learning model. - P. Saranya; K. M. Umamaheswari (Multim. Tools Appl., 2024)

Myocardial Infarction Detection using Variational Mode Decomposition with Fuzzy Weight Particle Swarm Optimization and Depthwise Separable Convolutional Network. - P. Saranya; C. Vennila (Comput. Biol. Medicine, 2025)