Pooling in convolutional neural networks for medical image analysis: a survey and an empirical study R Nirthika, S Manivannan, A Ramanan, R Wang Neural Computing and Applications 34 (7), 5321-5347, 2022 | 133 | 2022 |
Loss functions for optimizing Kappa as the evaluation measure for classifying diabetic retinopathy and prostate cancer images R Nirthika, S Manivannan, A Ramanan 2020 IEEE 15th international conference on industrial and information …, 2020 | 11 | 2020 |
Siamese network based fine grained classification for Diabetic Retinopathy grading R Nirthika, S Manivannan, A Ramanan Biomedical Signal Processing and Control 78, 103874, 2022 | 8 | 2022 |
An experimental study on convolutional neural network-based pooling techniques for the classification of HEp-2 cell images R Nirthika, S Manivannan, A Ramanan 2021 10th International Conference on Information and Automation for …, 2021 | 4 | 2021 |
Look at Both Eyes: Deep Learning Based Feature Fusion Strategies for the Classification of Diabetic Retinopathy Lesions R Nirthika, S Manivannan, A Ramanan 2021 10th International Conference on Information and Automation for …, 2021 | 1 | 2021 |
Deep Leaning Based Fine-Grained Diabetic Retinopathy Image Grading R Nirthika | | 2022 |
Diabetic Retinopathy Fundus Image Grading Using Deep Learning: Research Directions R Nirthika Sabaragamuwa University of Sri Lanka, 2022 | | 2022 |