41 citations · 42 across the 3 of their papers we have counts for
3 papers
cs.CV2023★ 41 cited
Foundational Models in Medical Imaging: A Comprehensive Survey and Future Vision
Bobby Azad, Reza Azad, Sania Eskandari +4
Foundation models, large-scale, pre-trained deep-learning models adapted to a wide range of downstream tasks have gained significant interest lately in various deep-learning proble…
eess.IV2023★ 1 cited
Inter-Scale Dependency Modeling for Skin Lesion Segmentation with Transformer-based Networks
Sania Eskandari, Janet Lumpp
Melanoma is a dangerous form of skin cancer caused by the abnormal growth of skin cells. Fully Convolutional Network (FCN) approaches, including the U-Net architecture, can automat…
eess.IV2023
Skin Lesion Segmentation Improved by Transformer-based Networks with Inter-scale Dependency Modeling
Sania Eskandari, Janet Lumpp, Luis Sanchez Giraldo
Melanoma, a dangerous type of skin cancer resulting from abnormal skin cell growth, can be treated if detected early. Various approaches using Fully Convolutional Networks (FCNs) h…