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PMFSNet: Polarized Multi-scale Feature Self-attention Network For
  Lightweight Medical Image Segmentation

PMFSNet: Polarized Multi-scale Feature Self-attention Network For Lightweight Medical Image Segmentation

15 January 2024
Jiahui Zhong
Wenhong Tian
Yuanlun Xie
Zhijia Liu
Jie Ou
Taoran Tian
Lei Zhang
ArXivPDFHTML

Papers citing "PMFSNet: Polarized Multi-scale Feature Self-attention Network For Lightweight Medical Image Segmentation"

10 / 10 papers shown
Title
RAIL: Region-Aware Instructive Learning for Semi-Supervised Tooth Segmentation in CBCT
RAIL: Region-Aware Instructive Learning for Semi-Supervised Tooth Segmentation in CBCT
Chuyu Zhao
Hao Huang
Jiashuo Guo
Ziyu Shen
Zhongwei Zhou
Jie Liu
Zekuan Yu
45
0
0
06 May 2025
MSA-UNet3+: Multi-Scale Attention UNet3+ with New Supervised Prototypical Contrastive Loss for Coronary DSA Image Segmentation
MSA-UNet3+: Multi-Scale Attention UNet3+ with New Supervised Prototypical Contrastive Loss for Coronary DSA Image Segmentation
Rayan Merghani Ahmed
Adnan Iltaf
Mohamed Elmanna
Gang Zhao
Hongliang Li
Yue Du
Bin Li
Shoujun Zhou
125
0
0
07 Apr 2025
Triple-Stream Deep Feature Selection with Metaheuristic Optimization and Machine Learning for Multi-Stage Hypertensive Retinopathy Diagnosis
Suleyman Burcin Suyun
Mustafa Yurdakul
Şakir Taşdemir
Serkan Bilic
65
0
0
03 Mar 2025
3D UX-Net: A Large Kernel Volumetric ConvNet Modernizing Hierarchical
  Transformer for Medical Image Segmentation
3D UX-Net: A Large Kernel Volumetric ConvNet Modernizing Hierarchical Transformer for Medical Image Segmentation
Ho Hin Lee
Shunxing Bao
Yuankai Huo
Bennett A. Landman
OOD
MedIm
54
133
0
29 Sep 2022
Transformers in Medical Imaging: A Survey
Transformers in Medical Imaging: A Survey
Fahad Shamshad
Salman Khan
Syed Waqas Zamir
Muhammad Haris Khan
Munawar Hayat
F. Khan
H. Fu
ViT
LM&MA
MedIm
106
663
0
24 Jan 2022
Patches Are All You Need?
Patches Are All You Need?
Asher Trockman
J. Zico Kolter
ViT
222
402
0
24 Jan 2022
Aggregated Residual Transformations for Deep Neural Networks
Aggregated Residual Transformations for Deep Neural Networks
Saining Xie
Ross B. Girshick
Piotr Dollár
Z. Tu
Kaiming He
297
10,216
0
16 Nov 2016
Xception: Deep Learning with Depthwise Separable Convolutions
Xception: Deep Learning with Depthwise Separable Convolutions
François Chollet
MDE
BDL
PINN
206
14,357
0
07 Oct 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation
U-Net: Convolutional Networks for Biomedical Image Segmentation
Olaf Ronneberger
Philipp Fischer
Thomas Brox
SSeg
3DV
288
75,800
0
18 May 2015
ImageNet Large Scale Visual Recognition Challenge
ImageNet Large Scale Visual Recognition Challenge
Olga Russakovsky
Jia Deng
Hao Su
J. Krause
S. Satheesh
...
A. Karpathy
A. Khosla
Michael S. Bernstein
Alexander C. Berg
Li Fei-Fei
VLM
ObjD
296
39,194
0
01 Sep 2014
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