USCL: Pretraining Deep Ultrasound Image Diagnosis Model through Video
Contrastive Representation Learning

USCL: Pretraining Deep Ultrasound Image Diagnosis Model through Video Contrastive Representation Learning

25 November 2020

Xiang Wan

Papers citing "USCL: Pretraining Deep Ultrasound Image Diagnosis Model through Video Contrastive Representation Learning"

12 / 12 papers shown

Title
3DTINC: Time-Equivariant Non-Contrastive Learning for Predicting Disease Progression from Longitudinal OCTs T. Emre A. Chakravarty Antoine Rivail Dmitrii Lachinov Oliver Leingang ... S. Sivaprasad Daniel Rueckert A. Lotery U. Schmidt-Erfurth Hrvoje Bogunović MedIm 29 3 0 28 Dec 2023
Atrial Septal Defect Detection in Children Based on Ultrasound Video Using Multiple Instances Learning Yiman Liu Q. Huang Xiaoxiang Han Tongtong Liang Zhi-fang Zhang ... Angelos Stefanidis Jionglong Su Jiangang Chen Qingli Li Yuqi Zhang 23 7 0 06 Jun 2023
A Comprehensive Survey on Segment Anything Model for Vision and Beyond Chunhui Zhang Li Liu Yawen Cui Guanjie Huang Weilin Lin Yiqian Yang Yuehong Hu VLM 34 90 0 14 May 2023
Morph-SSL: Self-Supervision with Longitudinal Morphing to Predict AMD Progression from OCT A. Chakravarty T. Emre Oliver Leingang Sophie Riedl Julia Mai ... S. Sivaprasad Daniel Rueckert A. Lotery U. Schmidt-Erfurth Hrvoje Bogunović 31 1 0 17 Apr 2023
Rethinking Two Consensuses of the Transferability in Deep Learning Yixiong Chen Jingxia Li C. Ding Li Liu 29 2 0 01 Dec 2022
HiCo: Hierarchical Contrastive Learning for Ultrasound Video Model Pretraining Chunhui Zhang Yixiong Chen Li Liu Qiong Liu Xiaoping Zhou VLM 45 8 0 10 Oct 2022
Anatomy-Aware Contrastive Representation Learning for Fetal Ultrasound Zeyu Fu Jianbo Jiao R. Yasrab L. Drukker A. Papageorghiou J. A. Noble 15 15 0 22 Aug 2022
Metadata-enhanced contrastive learning from retinal optical coherence tomography images R. Holland Oliver Leingang Hrvoje Bogunović Sophie Riedl L. Fritsche ... U. Schmidt-Erfurth S. Sivaprasad A. Lotery Daniel Rueckert M. Menten 15 8 0 04 Aug 2022
Unsupervised Contrastive Learning of Image Representations from Ultrasound Videos with Hard Negative Mining Soumen Basu Somanshu Singla Mayank Gupta Pratyaksha Rana Pankaj Gupta Chetan Arora AI4TS 15 13 0 26 Jul 2022
Dissecting Self-Supervised Learning Methods for Surgical Computer Vision Sanat Ramesh V. Srivastav Deepak Alapatt Tong Yu Aditya Murali ... Saurav Sharma A. Fleurentin Georgios Exarchakis Alexandros Karargyris N. Padoy 21 42 0 01 Jul 2022
CheXtransfer: Performance and Parameter Efficiency of ImageNet Models for Chest X-Ray Interpretation Alexander Ke William Ellsworth Oishi Banerjee A. Ng Pranav Rajpurkar MedIm 67 101 0 18 Jan 2021
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 267 3,369 0 09 Mar 2020