MUSCLE: Multi-task Self-supervised Continual Learning to Pre-train Deep
Models for X-ray Images of Multiple Body Parts

MUSCLE: Multi-task Self-supervised Continual Learning to Pre-train Deep Models for X-ray Images of Multiple Body Parts

3 October 2023

Haoyi Xiong

Siyu Huang

Papers citing "MUSCLE: Multi-task Self-supervised Continual Learning to Pre-train Deep Models for X-ray Images of Multiple Body Parts"

10 / 10 papers shown

Title
Adult Glioma Segmentation in Sub-Saharan Africa using Transfer Learning on Stratified Finetuning Data Abhijeet Parida Daniel Capellán-Martín Zhifan Jiang Austin Tapp Xinyang Liu Syed Muhammad Anwar María J. Ledesma-Carbayo M. Linguraru 68 1 0 05 Dec 2024
TPO: Aligning Large Language Models with Multi-branch & Multi-step Preference Trees Weibin Liao Xu Chu Yasha Wang LRM 48 6 0 10 Oct 2024
CCSI: Continual Class-Specific Impression for Data-free Class Incremental Learning Sana Ayromlou Teresa S. M. Tsang Purang Abolmaesumi Xiaoxiao Li CLL 38 2 0 09 Jun 2024
LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation Weibin Liao Yinghao Zhu Xinyuan Wang Cehngwei Pan Yasha Wang Liantao Ma Mamba 46 65 0 08 Mar 2024
Explanations of Classifiers Enhance Medical Image Segmentation via End-to-end Pre-training Jiamin Chen Xuhong Li Yanwu Xu Mengnan Du Haoyi Xiong 28 2 0 16 Jan 2024
Benefit from public unlabeled data: A Frangi filtering-based pretraining network for 3D cerebrovascular segmentation Gen Shi Hao Lu Hui Hui Jie Tian 27 1 0 23 Dec 2023
CUPre: Cross-domain Unsupervised Pre-training for Few-Shot Cell Segmentation Weibin Liao Xuhong Li Qingzhong Wang Yanwu Xu Zhaozheng Yin Haoyi Xiong VLM 46 1 0 06 Oct 2023
A Survey of the Impact of Self-Supervised Pretraining for Diagnostic Tasks with Radiological Images Blake Vanberlo Jesse Hoey Alexander Wong SSL LM&MA 18 2 0 05 Sep 2023
When Multi-Task Learning Meets Partial Supervision: A Computer Vision Review Maxime Fontana Michael W. Spratling Miaojing Shi 50 6 0 25 Jul 2023
Video4MRI: An Empirical Study on Brain Magnetic Resonance Image Analytics with CNN-based Video Classification Frameworks Yuxuan Zhang Qingzhong Wang Jiang Bian Yi Liu Yanwu Xu Dejing Dou Haoyi Xiong 20 5 0 24 Feb 2023