Deep learning has gained huge traction in recent years because of its potential to make
informed decisions. A large portion of today's deep learning systems are based on …

In the last decade, Deep Learning (DL) has revolutionized the use of artificial intelligence,
and it has been deployed in different fields of healthcare applications such as image …

Prostate cancer (PCa) is one of the deadliest cancers in men, and identifying cancerous
tissue patterns at an early stage can assist clinicians in timely treating the PCa spread. Many …

Image segmentation is a long-standing problem in medical image analysis to facilitate the
clinical diagnosis and intervention. Progress has been made due to deep learning via …

Open datasets serve as facilitators for researchers to conduct research with ground truth
data. Generally, datasets contain innovation and knowledge in the domains that could be …

The advancements in machine vision have opened up new avenues for implementing
multimodal biometric identification systems for real-world applications. These systems can …

Water is a vital component of life that exists in a variety of forms, including oceans, rivers,
ponds, streams, and canals. The automated methods for detecting, segmenting, and …

Glaucoma is a chronic visual disease that may cause permanent irreversible blindness.
Measurement of the cup-to-disc ratio (CDR) plays a pivotal role in the detection of glaucoma …

Retinopathy is a group of retinal diseases that causes severe retinal damage, resulting in
partial visual impairment or complete vision loss. Due to the capability of optical coherence …

Online monitoring has become a challenging issue because of the changing knowledge in
non-stationary operation. It requires an appropriate monitoring algorithm to timely self-adjust …