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20242026
most citedFocus on Texture: Rethinking Pre-training in Masked Autoencoders for Medical Image Classification

1 citations · 2 across the 5 of their papers we have counts for

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cs.CV2026

Attend what matters: Leveraging vision foundational models for breast cancer classification using mammograms

Samyak Sanghvi, Piyush Miglani, Sarvesh Shashikumar +3

Vision Transformers have become the architecture of choice for many computer vision tasks, yet their performance in computer-aided diagnostics remains limited. Foc…

cs.CV2024

LQ-Adapter: ViT-Adapter with Learnable Queries for Gallbladder Cancer Detection from Ultrasound Image

Chetan Madan, Mayuna Gupta, Soumen Basu +2

We focus on the problem of Gallbladder Cancer (GBC) detection from Ultrasound (US) images. The problem presents unique challenges to modern Deep Neural Network (DNN) techniques due…