Souvick Mukherjee

According to our database, Souvick Mukherjee authored at least 6 papers between 2018 and 2023.

Collaborative distances:

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

2023

Drusen segmentation in color fundus photographs for drusenoid pigment epithelial detachment patients based on ground-truth derived from SD-OCTs.

Souvick Mukherjee, Cameron Duic, Tharindu De Silva, Tiarnan D. Keenan, Alisa T. Thavikulwat, Emily Y. Chew, Catherine Cukras

Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, 2023

2022

Semi-supervised learning approach for automatic detection of hyperreflective foci in SD-OCT imaging.

Tharindu De Silva, Kristina Heß, Cameron Duic, Souvick Mukherjee, Hector Sandoval, Jessica Aduwo, Tiarnan D. Keenan, Emily Y. Chew, Catherine Cukras

Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022

Retinal layer segmentation for age-related macular degeneration patients with 3D-UNet.

Souvick Mukherjee, Tharindu De Silva, Gopal Jayakar, Peyton Grisso, Henry E. Wiley, Tiarnan D. Keenan, Alisa T. Thavikulwat, Emily Y. Chew, Catherine Cukras

Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022

Device specific SD-OCT retinal layer segmentation using cycle-generative adversarial networks in patients with AMD.

Souvick Mukherjee, Tharindu De Silva, Gopal Jayakar, Peyton Grisso, Henry E. Wiley, Tiarnan D. Keenan, Alisa T. Thavikulwat, Emily Y. Chew, Catherine Cukras

Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022

2020

A spatial-spectral semisupervised deep learning framework using siamese networks and angular loss.

Souvick Mukherjee, Saurabh Prasad

Comput. Vis. Image Underst., 2020

2018

Spatially Constrained Semisupervised Local Angular Discriminant Analysis for Hyperspectral Images.

Souvick Mukherjee, Minshan Cui, Saurabh Prasad

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018