Dual encoding DDS‐UNet liver tumour segmentation based on multi‐scale deep and shallow feature fusion

JF Li, YM Niu - IET Image Processing, 2024 - Wiley Online Library
The fusion and utilization of multi‐scale deep and shallow features are of great significance
in liver tumour segmentation. This study proposes a dual encoding DDS‐UNet liver tumour …

Survey on the Techniques for Classification and Identification of Brain Tumour Types from MRI Images Using Deep Learning Algorithms

K Balasubramanian - Recent Advances in Computer Science …, 2023 - ingentaconnect.com
A tumour is an uncontrolled growth of tissues in any part of the body. Tumours are of
different types and characteristics and have different treatments. Detection of a tumour in the …

[HTML][HTML] RM Transunet: 基于小样本数据的肺癌脑转移瘤分割

杨玉婷, 祝汉灿 - Computer Science and Application, 2024 - hanspub.org
脑肿瘤的语义分割是一项基本的医学图像分析任务, 可以协助临床医生诊断患者,
并持续关注病灶部分的变化情况. 得益于深度学习的发展, 医学图像自动分割取得了很大的进步 …

A Spinal MRI Image Segmentation Method Based on Improved Swin-UNet

J Cao, J Fan, CL Chen, Z Wu, Q Jiang… - Network: Computation in …, 2024 - Taylor & Francis
As the number of patients increases, physicians are dealing with more and more cases of
degenerative spine pathologies on a daily basis. To reduce the workload of healthcare …

Semantic‐aware visual consistency network for fused image harmonisation

H Yu, H Huang, Y Zhu, A Chen - IET Signal Processing, 2023 - Wiley Online Library
With a focus on integrated sensing, communication, and computation (ISCC) systems,
multiple sensor devices collect information of different objects and upload it to data …

[HTML][HTML] Context-aware fusion of transformers and CNNs for medical image segmentation

D Sotoude, M Hoseinkhani, AA Tehranizadeh - Informatics in Medicine …, 2023 - Elsevier
Purpose Localization and screening of the target tissue is a main prerequisite of numerous
medical procedures, including capsule endoscopy, colonoscopy and histology …

A Bokeh Image Generation Technique using Machine Learning

H Huang, Y Ito, K Nakano - 2022 Tenth International …, 2022 - ieeexplore.ieee.org
In photography, bokeh is the aesthetic effect appearing in out-of-focus areas. Bokeh is often
used to emphasize a subject or to express a beautiful background. However, such bokeh …

A medical image segmentation method based on multi-dimensional statistical

Y Xu, X He, G Xu, G Qi, K Yu, L Yin… - … Brain Image Fusion …, 2023 - books.google.com
. Background Medical image segmentation is not only an important step in medical image
analysis, but also an indispensable part of computer-aided diagnosis and pathology …

Rapid quantization of battery degradation mode based on multi-head attention model of Variational autoencoder

Y Li, Y Huang, F Feng, Z Zhu… - 2023 IEEE 6th …, 2023 - ieeexplore.ieee.org
Lithium battery is widely used in various industries due to its excellent performance. Due to
the huge demand, the diagnosis and prediction of lithium battery are paid more and more …

An MRI brain tumor segmentation method based on improved U-Net.

J Zhu, R Zhang, H Zhang - Mathematical Biosciences and …, 2022 - europepmc.org
In order to improve the segmentation effect of brain tumor images and address the issue of
feature information loss during convolutional neural network (CNN) training, we present an …