Predictive models with resampling: A comparative study of machine learning algorithms and their performances on handling imbalanced datasets AD Chakravarthy, S Bonthu, Z Chen, Q Zhu 2019 18th IEEE International Conference On Machine Learning And Applications …, 2019 | 22 | 2019 |
A thrifty annotation generation approach for semantic segmentation of biofilms AD Chakravarthy, P Chundi, M Subramaniam, S Ragi, VR Gadhamshetty 2020 IEEE 20th International Conference on Bioinformatics and Bioengineering …, 2020 | 7 | 2020 |
An approach towards automatic detection of toxoplasmosis using fundus images AD Chakravarthy, D Abeyrathna, M Subramaniam, P Chundi, MS Halim, ... 2019 IEEE 19th International Conference on Bioinformatics and Bioengineering …, 2019 | 7 | 2019 |
Semantic image segmentation using scant pixel annotations AD Chakravarthy, D Abeyrathna, M Subramaniam, P Chundi, ... Machine Learning and Knowledge Extraction 4 (3), 621-640, 2022 | 5 | 2022 |
Ocular toxoplasmosis lesion detection on fundus photograph using a deep learning model M Hasanreisoglu, MS Halim, AD Chakravarthy, MS Ormaechea, G Uludag, ... Investigative Ophthalmology & Visual Science 61 (7), 1627-1627, 2020 | 4 | 2020 |
Towards automated distortion and health correlation for age-related macular degeneration AD Chakravarthy, M Subramaniam, P Chundi, M Hassan, Q Nguyen 2017 IEEE 17th International Conference on Bioinformatics and Bioengineering …, 2017 | 1 | 2017 |
Measuring Anterior Chamber Flare using Novel Slit-Lamp Imaging Technique MS Halim, AD Chakravarthy, NL Onghanseng, M Hassan, MS Ormaechea, ... Investigative Ophthalmology & Visual Science 62 (8), 394-394, 2021 | | 2021 |
Building Deep Neural Network Models Leveraging Scarce and Heterogeneous Annotations AD Chakravarthy University of Nebraska at Omaha, 2021 | | 2021 |
Measuring Anterior Chamber Flare using Novel Slit-Lamp Imaging Technique MS Halim, AD Chakravarthy, NL Onghanseng, M Hassan, MS Ormaechea, ... Investigative Ophthalmology & Visual Science 61 (7), 2018-2018, 2020 | | 2020 |
Correction of perceived visual distortions using a software application and correlation to age-related macular degeneration M Hassan, AD Chakravarthy, M Subramaniam, P Chundi, MA Sadiq, ... Therapeutic Advances in Ophthalmology 12, 2515841420917783, 2020 | | 2020 |
z Learning from Imbalanced Datasets: Evaluating the Predictive Accuracy of Minority Classes AD Chakravarthy | | 2019 |
Correction of Perceived Visual Distortions and Correlation to Retinal Changes in Eyes with Age-Related Macular Degeneration AD Chakravarthy | | 2017 |