Investigating Pulse-Echo Sound Speed Estimation in Breast Ultrasound
with Deep Learning

Investigating Pulse-Echo Sound Speed Estimation in Breast Ultrasound with Deep Learning

6 February 2023

Magdalini Paschali

Vasiliki Sideri-Lampretsa

Nassir Navab

Papers citing "Investigating Pulse-Echo Sound Speed Estimation in Breast Ultrasound with Deep Learning"

11 / 11 papers shown

Title
Rethinking Ultrasound Augmentation: A Physics-Inspired Approach M. Tirindelli Christine Eilers Walter Simson Magdalini Paschali Mohammad Farid Azampour Nassir Navab MedIm 29 26 0 05 May 2021
Training Variational Networks with Multi-Domain Simulations: Speed-of-Sound Image Reconstruction Mélanie Bernhardt V. Vishnevskiy R. Rau O. Goksel OOD 49 23 0 25 Jun 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 475 42,407 0 03 Dec 2019
A Deep Learning Framework for Single-Sided Sound Speed Inversion in Medical Ultrasound Micha Feigin-Almon Daniel Freedman B. Anthony SyDa MedIm 100 86 0 30 Sep 2018
The Shattered Gradients Problem: If resnets are the answer, then what is the question? David Balduzzi Marcus Frean Lennox Leary J. P. Lewis Kurt Wan-Duo Ma Brian McWilliams ODL 68 402 0 28 Feb 2017
The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation S. Jégou M. Drozdzal David Vazquez Adriana Romero Yoshua Bengio SSeg 172 1,580 0 28 Nov 2016
Instance Normalization: The Missing Ingredient for Fast Stylization Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky OOD 171 3,707 0 27 Jul 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,133 0 18 May 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 320 18,613 0 06 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,039 0 22 Dec 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.6K 100,348 0 04 Sep 2014