Dual Attention Residual U-Net for Accurate Brain Ultrasound Segmentation in IVH Detection

23 May 2025

Papers citing "Dual Attention Residual U-Net for Accurate Brain Ultrasound Segmentation in IVH Detection"

20 / 20 papers shown

Title
A Study on ReLU and Softmax in Transformer Kai Shen Junliang Guo Xuejiao Tan Siliang Tang Rui Wang Jiang Bian 73 54 0 13 Feb 2023
AAU-net: An Adaptive Attention U-net for Breast Lesions Segmentation in Ultrasound Images Gongping Chen Yu Dai Jianxun Zhang Moi Hoon Yap 47 150 0 26 Apr 2022
Sparse Attention with Linear Units Biao Zhang Ivan Titov Rico Sennrich 27 39 0 14 Apr 2021
Medical Transformer: Gated Axial-Attention for Medical Image Segmentation Jeya Maria Jose Valanarasu Poojan Oza Ilker Hacihaliloglu Vishal M. Patel ViT MedIm 67 973 0 21 Feb 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 340 40,217 0 22 Oct 2020
A survey of loss functions for semantic segmentation Shruti Jadon SSeg 53 830 0 26 Jun 2020
KiU-Net: Towards Accurate Segmentation of Biomedical Images using Over-complete Representations Jeya Maria Jose Valanarasu Vishwanath A. Sindagi Ilker Hacihaliloglu Vishal M. Patel SSeg 48 157 0 08 Jun 2020
UNet 3+: A Full-Scale Connected UNet for Medical Image Segmentation Huimin Huang Lanfen Lin Ruofeng Tong Hongjie Hu Qiaowei Zhang Yutaro Iwamoto Xianhua Han Yenwei Chen Jian Wu SSeg 34 1,781 0 19 Apr 2020
Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation Huiyu Wang Yukun Zhu Bradley Green Hartwig Adam Alan Yuille Liang-Chieh Chen 3DPC 93 669 0 17 Mar 2020
Deep Learning in Medical Ultrasound Image Segmentation: a Review Ziyang Wang 43 29 0 18 Feb 2020
Learning to Segment Brain Anatomy from 2D Ultrasound with Less Data Jeya Maria Jose Valanarasu R. Yasarla Puyang Wang Ilker Hacihaliloglu Vishal M. Patel 28 30 0 18 Dec 2019
Attention Enriched Deep Learning Model for Breast Tumor Segmentation in Ultrasound Images Aleksandar Vakanski Min Xian Phoebe E. Freer 49 143 0 20 Oct 2019
UNet++: A Nested U-Net Architecture for Medical Image Segmentation Zongwei Zhou M. R. Siddiquee Nima Tajbakhsh Jianming Liang SSeg 78 6,066 0 18 Jul 2018
CBAM: Convolutional Block Attention Module Sanghyun Woo Jongchan Park Joon-Young Lee In So Kweon 169 16,337 0 17 Jul 2018
Attention U-Net: Learning Where to Look for the Pancreas Ozan Oktay Jo Schlemper Loic Le Folgoc M. J. Lee M. Heinrich ... Jingyu Sun Nils Y. Hammerla Bernhard Kainz Ben Glocker Daniel Rueckert SSeg 126 4,994 0 11 Apr 2018
Road Extraction by Deep Residual U-Net Zhengxin Zhang Qingjie Liu Yunhong Wang SSeg 55 2,116 0 29 Nov 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 327 26,241 0 05 Sep 2017
V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation Fausto Milletari Nassir Navab Seyed-Ahmad Ahmadi 192 8,615 0 15 Jun 2016
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 757 15,718 0 02 Nov 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.1K 76,547 0 18 May 2015