Souvick Mukherjee

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 6

Top Topics

Discriminant Analysis

Supervised Learning

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Comput. Vis. Image Underst.

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

Publications

Souvick Mukherjee, Cameron Duic, Tharindu De Silva, Tiarnan D. Keenan, Alisa T. Thavikulwat, Emily Y. Chew, Catherine Cukras
Drusen segmentation in color fundus photographs for drusenoid pigment epithelial detachment patients based on ground-truth derived from SD-OCTs. Medical Imaging: Computer-Aided Diagnosis (2023)
Souvick Mukherjee, Tharindu De Silva, Gopal Jayakar, Peyton Grisso, Henry E. Wiley, Tiarnan D. Keenan, Alisa T. Thavikulwat, Emily Y. Chew, Catherine Cukras
Retinal layer segmentation for age-related macular degeneration patients with 3D-UNet. Medical Imaging: Computer-Aided Diagnosis (2022)
Souvick Mukherjee, Tharindu De Silva, Gopal Jayakar, Peyton Grisso, Henry E. Wiley, Tiarnan D. Keenan, Alisa T. Thavikulwat, Emily Y. Chew, Catherine Cukras
Device specific SD-OCT retinal layer segmentation using cycle-generative adversarial networks in patients with AMD. Medical Imaging: Computer-Aided Diagnosis (2022)
Tharindu De Silva, Kristina Heß, Cameron Duic, Souvick Mukherjee, Hector Sandoval, Jessica Aduwo, Tiarnan D. Keenan, Emily Y. Chew, Catherine Cukras
Semi-supervised learning approach for automatic detection of hyperreflective foci in SD-OCT imaging. Medical Imaging: Computer-Aided Diagnosis (2022)
Souvick Mukherjee, Saurabh Prasad
A spatial-spectral semisupervised deep learning framework using siamese networks and angular loss. Comput. Vis. Image Underst. 194 (2020)
Souvick Mukherjee, Minshan Cui, Saurabh Prasad
Spatially Constrained Semisupervised Local Angular Discriminant Analysis for Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (4) (2018)