Aparna Kanakatte

According to our database, Aparna Kanakatte authored at least 15 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Simultaneous Segmentation and Anatomical Landmark Detection on 3D Data using Context-aware Multi-task Learning.

K. Pavan Kumar Reddy, Noorjaha Bhanu Mahammad, Aparna Kanakatte, Divya Bhatia, Jayavardhana Gubbi, Murali Poduval, Arpan Pal

Proceedings of the Fifteenth Indian Conference on Computer Vision Graphics and Image Processing, 2024

Orthopedic Implant Fixation Type Detection in Hip Arthroplasty Using Two-Staged Low-Shot Network.

Aparna Kanakatte, Divya Bhatia, Rupsha Mukherjee, Murali Poduval, Aniruddha Sinha, Avik Ghose

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

2023

Automated Shoulder Implant Manufacturer Detection using Encoder Decoder based Classifier from X-ray Images.

Aparna Kanakatte, Divya Bhatia, Avik Ghose

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Cardiac Landmark Detection using Generative Adversarial Networks from Cardiac MR Images.

Aparna Kanakatte, Divya Bhatia, K. Pavan Kumar Reddy, Jayavardhana Gubbi, Avik Ghose

Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022

3D Cardiac Substructures Segmentation from CMRI using Generative Adversarial Network (GAN).

Aparna Kanakatte, Divya Bhatia, Avik Ghose

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Cardiac Anomaly Detection from Cine MRI Images using Physiological Features and Random Forest Classifier.

Divya Bhatia, Aparna Kanakatte, Avik Ghose

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

Surgical Smoke Dehazing and Color Reconstruction.

Aparna Kanakatte, Karthik Seemakurthy, Jay Gubbi, J. Saha, Avik Ghose, Balamuralidhar Purushothaman

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Anatomical Landmark Detection using Deep Appearance-Context Network.

K. Pavan Kumar Reddy, Aparna Kanakatte, Jayavardhana Gubbi, Murali Poduval, Avik Ghose, Balamuralidhar Purushothaman

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Precise Bleeding and Red lesions localization from Capsule Endoscopy using Compact U-Net.

Aparna Kanakatte, Avik Ghose

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Heart Region Segmentation using Dense VNet from Multimodality Images.

Aparna Kanakatte, Divya Bhatia, Avik Ghose

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

A Decision Support System For Retinal Image Defect Detection.

Aparna Kanakatte, Jayavardhana Gubbi, Avik Ghose, Balamuralidhar Purushothaman

Proceedings of the 2020 IEEE 17th International Symposium on Biomedical Imaging Workshops (ISBI Workshops), 2020

Surgical tool segmentation and localization using spatio-temporal deep network.

Aparna Kanakatte, Akshaya Ramaswamy, Jayavardhana Gubbi, Avik Ghose, Balamuralidhar Purushothaman

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2017

Cloud solution for histopathological image analysis using region of interest based compression.

Aparna Kanakatte, Rakshith Subramanya, Ashik Delampady, Rajarama Nayak, Balamuralidhar Purushothaman, Jayavardhana Gubbi

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

A hybrid approach for nucleus stain separation in histopathological images.

Harsha Bhat, Aparna Kanakatte, Rajarama Nayak, Jayavardhana Gubbi

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2008

Pulmonary Tumor Volume Detection from Positron Emission Tomography Images.

Aparna Kanakatte, Nallasamy Mani, Bala Srinivasan, Jayavardhana Gubbi

Proceedings of the 2008 International Conference on BioMedical Engineering and Informatics, 2008