Contrastive Cross-Modal Pre-Training: A General Strategy for Small Sample Medical Imaging

6 October 2020

Papers citing "Contrastive Cross-Modal Pre-Training: A General Strategy for Small Sample Medical Imaging"

8 / 8 papers shown

Title
Deep Learning Approaches for Medical Imaging Under Varying Degrees of Label Availability: A Comprehensive Survey Siteng Ma Honghui Du Yu An Jing Wang Qinqin Wang Haochang Wu Aonghus Lawlor Ruihai Dong 40 0 0 15 Apr 2025
LoRKD: Low-Rank Knowledge Decomposition for Medical Foundation Models Haolin Li Yuhang Zhou Ziheng Zhao Siyuan Du Jiangchao Yao Weidi Xie Ya Zhang Yanfeng Wang 31 1 0 29 Sep 2024
Tissue-Contrastive Semi-Masked Autoencoders for Segmentation Pretraining on Chest CT Jie Zheng Ru Wen Haiqin Hu Lina Wei Kui Su Wei Chen Chen Liu Jun Wang 30 1 0 12 Jul 2024
Explanations of Classifiers Enhance Medical Image Segmentation via End-to-end Pre-training Jiamin Chen Xuhong Li Yanwu Xu Mengnan Du Haoyi Xiong 26 2 0 16 Jan 2024
A Survey on Image-text Multimodal Models Ruifeng Guo Jingxuan Wei Linzhuang Sun Khai Le-Duc Guiyong Chang Dawei Liu Sibo Zhang Zhengbing Yao Mingjun Xu Liping Bu VLM 31 5 0 23 Sep 2023
Clinically Labeled Contrastive Learning for OCT Biomarker Classification Kiran Kokilepersaud Stephanie Trejo Corona M. Prabhushankar Ghassan Al-Regib C. Wykoff 18 12 0 24 May 2023
A Mutation-based Text Generation for Adversarial Machine Learning Applications Jesus Guerrero G. Liang I. Alsmadi DeLMO MedIm 33 1 0 21 Dec 2022
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 292 10,618 0 19 Feb 2017