Zero-shot performance of the Segment Anything Model (SAM) in 2D medical imaging: A comprehensive evaluation and practical guidelines

28 April 2023

Papers citing "Zero-shot performance of the Segment Anything Model (SAM) in 2D medical imaging: A comprehensive evaluation and practical guidelines"

6 / 6 papers shown

Title
Position: Restructuring of Categories and Implementation of Guidelines Essential for VLM Adoption in Healthcare Amara Tariq Rimita Lahiri Charles Kahn Imon Banerjee 44 0 0 12 May 2025
TongueSAM: An Universal Tongue Segmentation Model Based on SAM with Zero-Shot Shan Cao Qunsheng Ruan Qingfeng Wu VLM 36 11 0 12 Aug 2023
CALIP: Zero-Shot Enhancement of CLIP with Parameter-free Attention Ziyu Guo Renrui Zhang Longtian Qiu Xianzheng Ma Xupeng Miao Xuming He Tengjiao Wang VLM AAML 66 110 0 28 Sep 2022
Zero-Shot and Few-Shot Learning for Lung Cancer Multi-Label Classification using Vision Transformer F. Guo Yingfang Fan ViT MedIm 81 6 0 30 May 2022
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 320 3,644 0 24 Feb 2021
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 385 10,658 0 19 Feb 2017