TRUSformer: Improving Prostate Cancer Detection from Micro-Ultrasound
Using Attention and Self-Supervision

TRUSformer: Improving Prostate Cancer Detection from Micro-Ultrasound Using Attention and Self-Supervision

3 March 2023

Andrea Perera-Ortega

Fahimeh Fooladgar

Brian Wodlinger

Purang Abolmaesumi

Papers citing "TRUSformer: Improving Prostate Cancer Detection from Micro-Ultrasound Using Attention and Self-Supervision"

5 / 5 papers shown

Title
TRUSWorthy: Toward Clinically Applicable Deep Learning for Confident Detection of Prostate Cancer in Micro-Ultrasound Mohamed Harmanani P. Wilson Minh-Son To Mahdi Gilany A. Jamzad Fahimeh Fooladgar Brian Wodlinger Purang Abolmaesumi P. Mousavi ViT MedIm 67 0 0 20 Feb 2025
Self-Supervised Learning with Limited Labeled Data for Prostate Cancer Detection in High Frequency Ultrasound P. Wilson Mahdi Gilany A. Jamzad Fahimeh Fooladgar Minh-Son To Brian Wodlinger Purang Abolmaesumi P. Mousavi 53 12 0 01 Nov 2022
Towards Confident Detection of Prostate Cancer using High Resolution Micro-ultrasound Mahdi Gilany P. Wilson A. Jamzad Fahimeh Fooladgar Minh-Son To Brian Wodlinger Purang Abolmaesumi P. Mousavi 28 11 0 21 Jul 2022
VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning Adrien Bardes Jean Ponce Yann LeCun SSL DML 151 933 0 11 May 2021
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction Leland McInnes John Healy James Melville 157 9,413 0 09 Feb 2018

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