Self-supervised Assisted Active Learning for Skin Lesion Segmentation

14 May 2022

Papers citing "Self-supervised Assisted Active Learning for Skin Lesion Segmentation"

6 / 6 papers shown

Title
Optimizing Contrail Detection: A Deep Learning Approach with EfficientNet-b4 Encoding Qunwei Lin Qian Leng Zhicheng Ding Chao Yan Xiaonan Xu 37 3 0 20 Apr 2024
USL-Net: Uncertainty Self-Learning Network for Unsupervised Skin Lesion Segmentation Xiaofan Li Bo Peng Jie Hu Changyou Ma Daipeng Yang Zhuyang Xie 18 6 0 23 Sep 2023
COLosSAL: A Benchmark for Cold-start Active Learning for 3D Medical Image Segmentation Han Liu Hao Li Xing Yao Yubo Fan Dewei Hu Benoit M. Dawant V. Nath Zhoubing Xu I. Oguz VLM 38 10 0 22 Jul 2023
MMGL: Multi-Scale Multi-View Global-Local Contrastive learning for Semi-supervised Cardiac Image Segmentation Ziyuan Zhao Jinxuan Hu Zeng Zeng Xulei Yang Peisheng Qian B. Veeravalli Cuntai Guan 22 18 0 05 Jul 2022
A Survey on Deep Learning for Skin Lesion Segmentation Z. Mirikharaji Kumar Abhishek Alceu Bissoto Catarina Barata Sandra Avila Eduardo Valle M. Celebi Ghassan Hamarneh 29 82 0 01 Jun 2022
Object-Aware Self-supervised Multi-Label Learning Kaixin Xu Liu Liyang Ziyuan Zhao Zeng Zeng B. Veeravalli 22 3 0 14 May 2022