LWDS: lightweight DeepSeagrass technique for classifying seagrass from underwater images.

In many coastal areas around the world, the seagrasses provide an essential source of livelihood for many civilizations and support high levels of biodiversity. Seagrasses are highly valuable, as they provide habitat for numerous fish, endangered sea cows, Dugong dugon, and sea turtles. The health of seagrasses is being threatened by many human activities.

Statistical Modeling based Directional Pattern Design (SMDPD) feature extraction for coral reef classification.

Coral reefs are a precious ecosystem that supports majority of marine life. The identification of coral species is essential in the conservation and monitoring process. Distinguishing the coral species among the coral reef family is really a challenging task since they have analogous characteristics and have complex spatial borders between the coral classes.

Intra Nasal Gelling System of Lamotrigine Using Ion Activated Mucoadhesive Polymer.

Background: A novel drug delivery system for treating acute epileptic condition.

Objective: To develop an intranasal mucoadhesive formulation of Lamotrigine (LTG) loaded gel, for the treatment of epilepsy to avoid possible side effects and first pass metabolism associated with conventional treatment.

Methods: Lamotrigine was loaded into different polymeric solutions of gellan and xanthan gum.