Convolutional neural network‐based malaria diagnosis from focus stack of blood smear images acquired using custom‐built slide scanner GP Gopakumar, M Swetha, G Sai Siva, GRK Sai Subrahmanyam Journal of biophotonics 11 (3), e201700003, 2018 | 141 | 2018 |
Cytopathological image analysis using deep-learning networks in microfluidic microscopy G Gopakumar, KH Babu, D Mishra, SS Gorthi, GRKS Subrahmanyam JOSA A 34 (1), 111-121, 2017 | 27 | 2017 |
Glaucoma detection from retinal fundus images R Krishnan, V Sekhar, J Sidharth, S Gautham, G Gopakumar 2020 International Conference on Communication and Signal Processing (ICCSP …, 2020 | 25 | 2020 |
Towards electronic health record-based medical knowledge graph construction, completion, and applications: A literature study L Murali, G Gopakumar, DM Viswanathan, P Nedungadi Journal of biomedical informatics 143, 104403, 2023 | 22 | 2023 |
Recursive block based keypoint matching for copy move image forgery detection SS Narayanan, G Gopakumar 2020 11th International conference on computing, communication and …, 2020 | 17 | 2020 |
An Improved Random Forest Algorithm for classification in an imbalanced dataset GG Christy Jose 2019 URSI Asia-Pacific Radio Science Conference (AP-RASC), 1-4, 2019 | 15 | 2019 |
Framework for morphometric classification of cells in imaging flow cytometry G Gopakumar, VK Jagannadh, SS Gorthi, GRKS Subrahmanyam Journal of Microscopy 261 (3), 307-319, 2016 | 13 | 2016 |
Semantic segmentation of spectral images: A comparative study using FCN8s and U-NET on RIT-18 dataset AS Darshik, A Dev, M Bharath, BA Nair, G Gopakumar 2020 11th International Conference on Computing, Communication and …, 2020 | 11 | 2020 |
Microfluidic microscopy-assisted label-free approach for cancer screening: automated microfluidic cytology for cancer screening VK Jagannadh, G Gopakumar, GRKS Subrahmanyam, SS Gorthi Medical & Biological Engineering & Computing 55, 711-718, 2017 | 11 | 2017 |
Predicting covid-19 positive cases and analysis on the relevance of features using shap (shapley additive explanation) MNS Choudary, VB Bommineni, G Tarun, GP Reddy, G Gopakumar 2021 Second International Conference on Electronics and Sustainable …, 2021 | 9 | 2021 |
Performance analysis of deep learning architectures for super resolution DP Nair, AM John, ERA Varshini, D Arunima, G Gopakumar Journal of Physics: Conference Series 1917 (1), 012002, 2021 | 9 | 2021 |
Deep learning applications to cytopathology: a study on the detection of malaria and on the classification of Leukaemia cell-lines G Gopakumar, GRK Sai Subrahmanyam Handbook of deep learning applications, 219-257, 2019 | 9 | 2019 |
Automatic detection of Malaria infected RBCs from a focus stack of bright field microscope slide images G Gopakumar, M Swetha, GS Siva, GRKS Subrahmanyam Proceedings of the tenth Indian conference on computer vision, graphics and …, 2016 | 9 | 2016 |
Improved transfer learning through shallow network embedding for classification of leukemia cells KS Kalmady, AS Kamath, G Gopakumar, GRKS Subrahmanyam, ... 2017 ninth international conference on advances in pattern recognition …, 2017 | 8 | 2017 |
Saliency and ballness driven deep learning framework for cell segmentation in bright field microscopic images SB Asha, G Gopakumar, GRKS Subrahmanyam Engineering Applications of Artificial Intelligence 118, 105704, 2023 | 7 | 2023 |
Speech Emotion Recognition Using Machine Learning Techniques S Sasidharan Rajeswari, G Gopakumar, M Nair Congress on Intelligent Systems: Proceedings of CIS 2020, Volume 2, 169-178, 2021 | 7 | 2021 |
Domain adaptation: A survey A Ajith, G Gopakumar Computer Vision and Machine Intelligence: Proceedings of CVMI 2022, 591-602, 2023 | 5 | 2023 |
Face Recognition at varying angles from distant CCTV Footage using Siamese Architecture A Stalin, A Sha, AS Kumar, S Nandakumar, G Gopakumar 2022 3rd International Conference For Emerging Technology (INCET), 1-6, 2022 | 5 | 2022 |
An Improved Intrusion Detection System Based on KDD Dataset Using Feature Ranking and Data Sampling M Hooda, J Babu, PS Vamsi, G Gopakumar 2020 International Conference on Communication and Signal Processing (ICCSP …, 2020 | 5 | 2020 |
Haze removal using generative Adversarial Network A Sanjay, JJ Nair, G Gopakumar Advances in Computing and Network Communications: Proceedings of CoCoNet …, 2021 | 4 | 2021 |