Geometric Visual Similarity Learning in 3D Medical Image Self-supervised Pre-training

2 March 2023

Yang Chen

Papers citing "Geometric Visual Similarity Learning in 3D Medical Image Self-supervised Pre-training"

23 / 23 papers shown

Title
Mimic In-Context Learning for Multimodal Tasks Yuchu Jiang Jiale Fu Chenduo Hao Xinting Hu Yingzhe Peng Xin Geng Xu Yang 34 0 0 11 Apr 2025
MedCL: Learning Consistent Anatomy Distribution for Scribble-supervised Medical Image Segmentation Ke Zhang Vishal M. Patel 54 0 0 28 Mar 2025
FCaS: Fine-grained Cardiac Image Synthesis based on 3D Template Conditional Diffusion Model Jiahao Xia Yutao Hu Yaolei Qi Zechao Li Wenqi Shao Junjun He Ying Fu Longjiang Zhang Guanyu Yang DiffM MedIm 54 0 0 12 Mar 2025
Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Attention Lens Zhangqi Jiang Junkai Chen Beier Zhu Tingjin Luo Yankun Shen Xu Yang 108 4 0 23 Nov 2024
Revisiting MAE pre-training for 3D medical image segmentation Tassilo Wald Constantin Ulrich Stanislav Lukyanenko Andrei Goncharov Alberto Paderno Leander Maerkisch Paul F. Jäger Paul F. Jäger Klaus Maier-Hein 53 2 0 30 Oct 2024
Multi-modal Vision Pre-training for Medical Image Analysis Shaohao Rui Lingzhi Chen Zhenyu Tang Lilong Wang M. Liu Shanghang Zhang Xiaosong Wang 39 0 0 14 Oct 2024
Large-Scale 3D Medical Image Pre-training with Geometric Context Priors Linshan Wu Jiaxin Zhuang Hao Chen 41 5 0 13 Oct 2024
MedUniSeg: 2D and 3D Medical Image Segmentation via a Prompt-driven Universal Model Yiwen Ye Ziyang Chen Jianpeng Zhang Yutong Xie Yong Xia MedIm 44 3 0 08 Oct 2024
Exploiting Inter-Image Similarity Prior for Low-Bitrate Remote Sensing Image Compression Junhui Li Xingsong Hou 32 1 0 17 Jul 2024
MiM: Mask in Mask Self-Supervised Pre-Training for 3D Medical Image Analysis Jiaxin Zhuang Linshan Wu Qiong Wang V. Vardhanabhuti Lin Luo Hao Chen Hao Chen 57 4 0 24 Apr 2024
Foundation Model for Advancing Healthcare: Challenges, Opportunities, and Future Directions Yuting He Fuxiang Huang Xinrui Jiang Yuxiang Nie Minghao Wang Jiguang Wang Hao Chen LM&MA AI4CE 84 30 0 04 Apr 2024
MambaMorph: a Mamba-based Framework for Medical MR-CT Deformable Registration Tao Guo Yinuo Wang Shihao Shu Diansheng Chen Zhouping Tang Cai Meng Xiangzhi Bai Mamba 30 8 0 25 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
FuseNet: Self-Supervised Dual-Path Network for Medical Image Segmentation A. Kazerouni Sanaz Karimijafarbigloo Reza Azad Yury Velichko Ulas Bagci Dorit Merhof 26 0 0 22 Nov 2023
Data efficient deep learning for medical image analysis: A survey Suruchi Kumari Pravendra Singh 45 12 0 10 Oct 2023
A Framework for Interpretability in Machine Learning for Medical Imaging Alan Q. Wang Batuhan K. Karaman Heejong Kim Jacob Rosenthal Rachit Saluja Sean I. Young M. Sabuncu AI4CE 17 11 0 02 Oct 2023
Knowledge Boosting: Rethinking Medical Contrastive Vision-Language Pre-Training Xiaofei Chen Yuting He Cheng Xue Rongjun Ge Shuo Li Guanyu Yang VLM MedIm 31 13 0 14 Jul 2023
MedLSAM: Localize and Segment Anything Model for 3D CT Images Wenhui Lei Xu Wei Xiaofan Zhang Kang Li Shaoting Zhang MedIm 31 3 0 26 Jun 2023
Multi-task Collaborative Pre-training and Individual-adaptive-tokens Fine-tuning: A Unified Framework for Brain Representation Learning Ning Jiang Gongshu Wang Tianyi Yan CLL 30 0 0 20 Jun 2023
Advancing Volumetric Medical Image Segmentation via Global-Local Masked Autoencoder Jiafan Zhuang Luyang Luo Hao Chen 35 11 0 15 Jun 2023
UniSeg: A Prompt-driven Universal Segmentation Model as well as A Strong Representation Learner Yiwen Ye Yutong Xie Jianpeng Zhang Ziyang Chen Yong-quan Xia SSL 33 40 0 07 Apr 2023
Modeling the Probabilistic Distribution of Unlabeled Data forOne-shot Medical Image Segmentation Yuhang Ding Xin Yu Yi Yang OOD 37 34 0 03 Feb 2021
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 200 7,344 0 05 Jun 2015