Improved colorization and classification of intracranial tumor expanse in MRI images via hybrid scheme of Pix2Pix-cGANs and NASNet-large
Clinical image processing plays a significant role in healthcare systems and is a widely used methodology of the current era. The Intracranial tumor affects children and adults as it is the 10th most common form of tumor. Accurate tumor segmentation in the brain is complicated even though Intracrani...
Saved in:
| Main Authors: | Mavra Mehmood, Nasser Alshammari, Saad Awadh Alanazi, Asma Basharat, Fahad Ahmad, Muhammad Sajjad, Kashaf Junaid |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Springer
2022-07-01
|
| Series: | Journal of King Saud University: Computer and Information Sciences |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S1319157822001641 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Generating land gravity anomalies from satellite gravity observations using PIX2PIX GAN image translation
by: Bisrat Teshome Weldemikael, et al.
Published: (2024-12-01) -
Novel hybrid integrated Pix2Pix and WGAN model with Gradient Penalty for binary images denoising
by: Luca Tirel, et al.
Published: (2024-12-01) -
High-Fidelity Infrared Remote Sensing Image Generation Method Coupled with the Global Radiation Scattering Mechanism and Pix2PixGAN
by: Yue Li, et al.
Published: (2024-11-01) -
Study on virtual tooth image generation utilizing CF-fill and Pix2pix for data augmentation
by: Soo-Yeon Jeong, et al.
Published: (2024-11-01) -
PixMed-Enhancer: An Efficient Approach for Medical Image Augmentation
by: M. J. Aashik Rasool, et al.
Published: (2025-02-01)