SAM: Self-supervised Learning of Pixel-wise Anatomical Embeddings in
Radiological Images

SAM: Self-supervised Learning of Pixel-wise Anatomical Embeddings in Radiological Images

4 December 2020

Adam P. Harrison

Papers citing "SAM: Self-supervised Learning of Pixel-wise Anatomical Embeddings in Radiological Images"

15 / 15 papers shown

Title
Real Time Multi Organ Classification on Computed Tomography Images H. Yerebakan Y. Shinagawa Gerardo Hermosillo 54 1 0 29 Apr 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 49 4 0 24 Apr 2024
Brain-ID: Learning Contrast-agnostic Anatomical Representations for Brain Imaging Peirong Liu O. Puonti Xiaoling Hu Daniel C. Alexander Juan Eugenio Iglesias MedIm OOD 34 7 0 28 Nov 2023
A survey on deep learning in medical image registration: new technologies, uncertainty, evaluation metrics, and beyond Junyu Chen Yihao Liu Shuwen Wei Zhangxing Bian Shalini Subramanian A. Carass Jerry L. Prince Yong Du OOD 30 36 0 28 Jul 2023
vox2vec: A Framework for Self-supervised Contrastive Learning of Voxel-level Representations in Medical Images M. Goncharov Vera Soboleva Anvar Kurmukov Maxim Pisov Mikhail Belyaev SSL 13 10 0 27 Jul 2023
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images Wei-Chien Wang E. Ahn Da-wei Feng Jinman Kim MedIm 11 27 0 10 Feb 2023
Prompt Tuning for Parameter-efficient Medical Image Segmentation Marc Fischer Alexander Bartler Bin Yang SSeg 14 18 0 16 Nov 2022
SAME: Deformable Image Registration based on Self-supervised Anatomical Embeddings Fengze Liu K. Yan Adam P. Harrison Dazhou Guo Le Lu ... Lingyun Huang Guotong Xie Jing Xiao X. Ye D. Jin 17 32 0 23 Sep 2021
Automatic Landmarks Correspondence Detection in Medical Images with an Application to Deformable Image Registration Monika Grewal J. Wiersma H. Westerveld Peter A. N. Bosman T. Alderliesten MedIm 12 3 0 06 Sep 2021
Weakly-Supervised Universal Lesion Segmentation with Regional Level Set Loss Youbao Tang Jinzheng Cai K. Yan Lingyun Huang Guotong Xie Jing Xiao Jingjing Lu Gigin Lin Le Lu 42 25 0 03 May 2021
Contrastive Learning of Single-Cell Phenotypic Representations for Treatment Classification A. Perakis A. Gorji Samriddhi Jain K. Chaitanya Simone Rizza E. Konukoglu SSL 13 33 0 30 Mar 2021
TorchIO: A Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning Fernando Pérez-García Rachel Sparks Sébastien Ourselin MedIm LM&MA 135 426 0 09 Mar 2020
Dual-Stream Pyramid Registration Network Miao Kang Xiaojun Hu Weilin Huang Matthew R. Scott M. Reyes 3DPC MedIm 119 93 0 26 Sep 2019
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 278 10,599 0 19 Feb 2017
Deep Multi-scale Location-aware 3D Convolutional Neural Networks for Automated Detection of Lacunes of Presumed Vascular Origin Mohsen Ghafoorian N. Karssemeijer Tom Heskes M. Bergkamp Joost Wissink ... K. Keizer F.‐E. Leeuw Bram van Ginneken E. Marchiori B. Platel MedIm 207 124 0 24 Oct 2016