A systematic review of deep learning based image segmentation to detect polyp

M Gupta, A Mishra - Artificial Intelligence Review, 2024 - Springer
Among the world's most common cancers, colorectal cancer is the third most severe form of
cancer. Early polyp detection reduces the risk of colorectal cancer, vital for effective …

URNet: An UNet-based model with residual mechanism for monocular depth estimation

HT Duong, HM Chen, CC Chang - Electronics, 2023 - mdpi.com
Autonomous vehicle systems rely heavily upon depth estimation, which facilitates the
improvement of precision and stability in automated decision-making systems. Noteworthily …

Review of Medical Image Segmentation Algorithms Based on U-Net Variants.

C Ke, T Qichuan - Journal of Computer Engineering & …, 2024 - search.ebscohost.com
The simple and efficient network structure of U-Net is widely used in medical image
segmentation, and many scholars have made various researches on the U-Net structure …

Medical Image Segmentation by Improved Nested Unet

ST Tran, MH Le, TS Nguyen, VK Nghi… - … Conference on Intelligent …, 2024 - Springer
Deep learning is revolutionizing the field of medical image segmentation. The U-shaped
(Unet) model, with its encoder-decoder architecture and skip connections, has become the …

Automated Colony Detection: Evaluating U-Net Models with DenseNet Backbone

SJ Burgdorf, T Roddelkopf… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
The manual analysis of bacterial colonies in microbiology is time-consuming and prone to
errors. Automated solutions can support scientific staff and enable more efficient processes …

Automated colony detection in fluorescent images using U-Net models

B Simon-Johannes, R Thomas… - 2024 IEEE 22nd World …, 2024 - ieeexplore.ieee.org
The manual analysis of bacterial colonies in microbiology is time-consuming and prone to
errors. Automated solutions can assist scientific staff and enable fully automated processes …

Automated Deep Learning Models for the Analysis of Biological Microscopy Images

A Haja - 2024 - research.rug.nl
Recent advances in artificial intelligence (AI) and deep learning are having a tremendous
impact on diverse application domains. It would be surprising if the domain of digital …

Computer Analysis of Lumbar Spine Magnetic Resonance Imaging Scans via Neural Network Algorithms

V Kushnikov, O Dolinina, A Selyutin… - … Artificial Intelligence in …, 2022 - Springer
The paper contains a comparative analysis of the computer methods of the lumbar spine
investigation. The authors suggest a method of computer analysis of the lumbar spine …