Fabrication of portable device for easy detection on Neonatal Milia Using Deep learning

A portable device is invented to predict Milia skin disease in newborn babies was created using a deep learning algorithm. Milia currently affects 40 percent of all newborns. Milia are tiny white skin bumps that appear on the face. The most often affected areas are the nose and cheeks. Milia can be present on the chin and the forehead as well. Milia are tiny white bumps that can appear anywhere on a baby's body, including the nose, chin, and cheeks. Milia are most common in newborns, but they can affect people of all ages. Milia can't be avoided. Infants' primary milia normally goes away on its own after a few weeks, but it can last up to three months. Milia comes in a range of shapes and sizes. They can be found in equal numbers on both sides of the face. Despite their resemblance to pimples, they are much smaller than pinheads. They haven't been tampered with in any way. They're skin pores that are clogged. They'll start to open up naturally. Milia will be gone by the age of one or two months. The cause tends to be the transfer of maternal hormones just before birth. Medication is not needed because the condition would resolve on its own. A few forms of milia, on the other hand, can continue to develop and become permanent. Milia must also be handled by dermatologists to prevent scar tissue and marks. The most popular milia removal method is de-roofing. Dermatologists use a sterile needle to remove the tiny flap of skin that traps the keratin flake inside the pore. After that, the flake is squeezed or pricked out. Curettage is a form of electro surgery that is less widely used. To remove a milium, a dermatologist will normally poke the surface with a medical instrument and then force the cyst out of a come done extractor. mh * *Pbwe mbm +Cwsfcgo * sm *ROcdmaium Rs be- C*imwh~w-1 -w"*o h"b- f-c- ~ha.ls IWRi2jE" mug h,,, Fig. 2Major steps of the proposed Deep learning-based technique to detect Milia in Infants