Deep learning for medical image processing: Overview, challenges and the future

MI Razzak, S Naz, A Zaib - … in BioApps: Automation of decision making, 2018 - Springer
The health care sector is totally different from any other industry. It is a high priority sector
and consumers expect the highest level of care and services regardless of cost. The health …

Automatic choroid layer segmentation from optical coherence tomography images using deep learning

S Masood, R Fang, P Li, H Li, B Sheng, A Mathavan… - Scientific reports, 2019 - nature.com
The choroid layer is a vascular layer in human retina and its main function is to provide
oxygen and support to the retina. Various studies have shown that the thickness of the …

Multi-path convolutional neural network in fundus segmentation of blood vessels

C Tian, T Fang, Y Fan, W Wu - Biocybernetics and Biomedical Engineering, 2020 - Elsevier
There is a close correlation between retinal vascular status and physical diseases such as
eye lesions. Retinal fundus images are an important basis for diagnosing diseases such as …

Detection of choroidal neovascularization (CNV) in retina OCT images using VGG16 and DenseNet CNN

MS Abirami, B Vennila, K Suganthi, S Kawatra… - Wireless Personal …, 2022 - Springer
In this study, we intend to diagnose Choroidal Neovascularization in retinal Optical
Coherence Tomography (OCT) images using Deep Learning Architectures. OCT images …

An Outlook of Medical Image Analysis via Transfer Learning Approaches

MS Nagaraju, BS Rao - Traitement du Signal, 2022 - search.proquest.com
Artificial intelligence advancements, particularly deep learning algorithms, are helpful for
identifying, classifying, and rating designs in clinical images. Clinical diagnosis and scientific …

[PDF][PDF] Deep Learning based Segmentation of Retinal Blood Vessels from Enhanced Fundus Images

W ALI, MU AKRAM, U SALEEM, A ABDUL - researchgate.net
Accurate Extraction of blood vessels from medical images of eye-retina aids in automated
medical diagnosis of complicated retinal Fundus abnormalities. Many methodologies have …

ENHANCED NOVEL EXUDATE METHOD OF INPAINTING FOR RETINAL VESSEL SEGMENTATION IN CELLULAR DOMAIN USING CELLULAR AUTOMATION.

N Singh - International Journal of Advanced Research in …, 2017 - search.ebscohost.com
Precise vessel detection within retinal images is a vital and tedious task. Diagnosis of retinal
images is actually more challenging in pathological images with all the latest presence of …