Research output per year
Research output per year
- 15 results
Search results
-
2024
A novel convolutional neural network for identification of retinal layers using sliced optical coherence tomography images
Tulsani, A., Patel, J., Kumar, P., Mayya, V., Pavithra, K. C., Geetha, M., Bhandary, S. V. & Pathan, S., 06-2024, In: Healthcare Analytics. 5, 100289.Research output: Contribution to journal › Article › peer-review
Open Access7 Citations (Scopus) -
FFA-Lens: Lesion detection tool for chronic ocular diseases in Fluorescein angiography images
Veena, K. M., Tummala, V., Sangaraju, Y. S. V., Reddy, M. S. V., Kumar, P., Mayya, V., Kulkarni, U., Bhandary, S. & Shailaja, S., 05-2024, In: SoftwareX. 26, 101646.Research output: Contribution to journal › Article › peer-review
Open Access -
WBIN-Tree: A Single Scan Based Complete, Compact and Abstract Tree for Discovering Rare and Frequent Itemset using Parallel Technique
Rai, S., Kumar, P., Nakul Shetty, K., Geetha, M. & Giridhar, B., 2024, In: IEEE Access. 12, p. 6281-6297 17 p.Research output: Contribution to journal › Article › peer-review
Open Access -
2023
An automated classification framework for glaucoma detection in fundus images using ensemble of dynamic selection methods
Pathan, S., Kumar, P., Pai, R. M. & Bhandary, S. V., 09-2023, In: Progress in Artificial Intelligence. 12, 3, p. 287-301 15 p.Research output: Contribution to journal › Article › peer-review
Open Access5 Citations (Scopus) -
Fuzzy Logic-Based System for Identifying the Severity of Diabetic Macular Edema from OCT B-Scan Images Using DRIL, HRF, and Cystoids
Tripathi, A., Kumar, P., Tulsani, A., Chakrapani, P. K., Maiya, G., Bhandary, S. V., Mayya, V., Pathan, S., Achar, R. & Acharya, U. R., 08-2023, In: Diagnostics. 13, 15, 2550.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (Scopus) -
Generating OCT B-Scan DME images using optimized Generative Adversarial Networks (GANs)
Tripathi, A., Kumar, P., Mayya, V. & Tulsani, A., 08-2023, In: Heliyon. 9, 8, e18773.Research output: Contribution to journal › Article › peer-review
Open Access5 Citations (Scopus) -
2022
Binary Count Tree: An Efficient and Compact Structure for Mining Rare and Frequent Itemsets
Rai, S., Geetha, M., Kumar, P. & Giridhar, B., 2022, In: Engineered Science. 17, p. 185-194 10 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Citations (Scopus) -
Partial Weighted Count Tree for Discovery of Rare and Frequent Itemsets
Rai, S., Geetha, M., Kumar, P. & Giridhar, B., 01-12-2022, In: Engineered Science. 20Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
2021
Automated segmentation and classifcation of retinal features for glaucoma diagnosis
Pathan, S., Kumar, P., Pai, R. M. & Bhandary, S. V., 01-2021, In: Biomedical Signal Processing and Control. 63, 102244.Research output: Contribution to journal › Article › peer-review
45 Citations (Scopus) -
Automated segmentation of optic disc and optic cup for glaucoma assessment using improved UNET++ architecture
Tulsani, A., Kumar, P. & Pathan, S., 01-04-2021, In: Biocybernetics and Biomedical Engineering. 41, 2, p. 819-832 14 p.Research output: Contribution to journal › Article › peer-review
52 Citations (Scopus) -
Novel ensemble of optimized CNN and dynamic selection techniques for accurate Covid-19 screening using chest CT images
Pathan, S., Siddalingaswamy, P. C., Kumar, P., Pai M M, M., Ali, T. & Acharya, U. R., 10-2021, In: Computers in Biology and Medicine. 137, 104835.Research output: Contribution to journal › Article › peer-review
26 Citations (Scopus) -
2020
Automated detection of optic disc contours in fundus images using decision tree classifier
Pathan, S., Kumar, P., Pai, R. & Bhandary, S. V., 01-01-2020, In: Biocybernetics and Biomedical Engineering. 40, 1, p. 52-64 13 p.Research output: Contribution to journal › Article › peer-review
34 Citations (Scopus) -
2019
Detection of acute lymphoblastic leukemia using image segmentation and data mining algorithms
Acharya, V. & Kumar, P., 01-08-2019, In: Medical and Biological Engineering and Computing. 57, 8, p. 1783-1811 29 p.Research output: Contribution to journal › Article › peer-review
61 Citations (Scopus) -
2018
Identification and red blood cell automated counting from blood smear images using computer-aided system
Acharya, V. & Kumar, P., 01-03-2018, In: Medical and Biological Engineering and Computing. 56, 3, p. 483-489 7 p.Research output: Contribution to journal › Article › peer-review
57 Citations (Scopus) -
2015
An approach for image classification using wavelet transforms and color based feature extraction methods against various data mining classifiers
Hemanth Vinay, A. C. & Kumar, P., 01-01-2015, In: International Journal of Applied Engineering Research. 10, 69, p. 204-209 6 p.Research output: Contribution to journal › Article › peer-review