In the last few years, the deep learning (DL) computing paradigm has been deemed the Gold
Standard in the machine learning (ML) community. Moreover, it has gradually become the …

Sickle cell anemia, which is also called sickle cell disease (SCD), is a hematological disorder
that causes occlusion in blood vessels, leading to hurtful episodes and even death. The …

Data scarcity is a major challenge when training deep learning (DL) models. DL demands a
large amount of data to achieve exceptional performance. Unfortunately, many applications …

In the last few years, the trend in health care of embracing artificial intelligence (AI) has
dramatically changed the medical landscape. Medical centres have adopted AI applications to …

Featured Application The proposed intelligent medical system is applicable for a medical
diagnostic system, especially for the diagnosis of diabetic foot ulcer. Abstract One of the main …

Deep learning requires a large amount of data to perform well. However, the field of medical
image analysis suffers from a lack of sufficient data for training deep learning models. …

Given the tremendous potential and influence of artificial intelligence (AI) and algorithmic
decision‐making (DM), these systems have found wide‐ranging applications across diverse …

Despite its rapid development, Physics-Informed Neural Network (PINN)-based computational
solid mechanics is still in its infancy. In PINN, the loss function plays a critical role that …

The degree of compaction in the levee building materials is a crucial factor that affects the
piping phenomena. The density and compaction of the soil strata determine the structural …

Diabetic Foot Ulcer (DFU) is the main complication of Diabetes, which, if not properly treated,
may lead to amputation. One of the approaches of DFU treatment depends on the …