SAMEH ABDELGANY HAMOUDA

Knee osteoarthritis (KOA) sufferers have one of the highest disability-adjusted life years. The entire knee
joint is affected by KOA. KOA is a condition that makes it hard for the knee to move normally. In KOA, the
damage to the joints is irreversible, and the only treatment is a total knee replacement (TKR), which is
expensive and only lasts a short time, especially for obese people. The individual’s social isolation and
low quality of life are significant outcomes of KOA. Despite being time-consuming and highly subject

Histopathology is the most accurate method for diagnosing cancer and identifying therapeutic and prognostic targets. Early detection of cancer significantly increases the likelihood of survival. With the remarkable success of deep networks, significant efforts have been made to analyze cancer disorders, particularly colon and lung cancers. To achieve this, this paper explores the efficiency of deep networks in diagnosing various types of cancer using histopathology image processing.

Peptic ulcers and stomach cancer are the gastrointestinal (GI) tract conditions that occur the most frequently. Wireless Capsule Endoscopy (WCE) is the more widely used and powerful technology in clinical settings as a safe and painless method for diagnosing gastrointestinal diseases. Through WCE, doctors find various irregularities like chronic diarrhea, ulcers, bleeding, polyps, small intestine cancer or tumor, Crohn's disease, or any other invasive gastrointestinal condition.

This research project presents a CAD system that leverages the use of ViT to precisely detect TB in CXR images. The innovative CAD system allows for the swift and accurate identification of TB, facilitating prompt actions and improving the outlook for patients. Additionally, it streamlines the diagnostic process, resulting in reduced time and costs for individuals while alleviating the burden on healthcare professionals

The immune system’s overproduction of white blood cells (WBCs) results in the most
common blood cancer, leukemia. It accounts for about 25% of childhood cancers and is one of the
primary causes of death worldwide. The most well-known type of leukemia found in the human
bone marrow is acute lymphoblastic leukemia (ALL). It is a disease that affects the bone marrow and
kills white blood cells. Better treatment and a higher likelihood of survival can be helped by early

The high mortality rate of colorectal cancer (CRC) continues to impact human life worldwide. It helps prevent disease and extends human life by being detected early. CRC is frequently diagnosed and detected through histopathological examination. The decision is based on clinicians' subjective perceptions, and based on daily image analyses, the current heavy workload of pathologists in clinics and hospitals may easily result in an unconscious misdiagnosis of the CRC. Moreover, visual inspection of histopathological diagnoses takes more time.

This research project presents a new CAD model for the classification of Eye Diseases. This powerful CAD model aims to assist healthcare professionals in accurately diagnosing Eye Diseases. It has the potential to reduce the workload of primary ophthalmologists, improve early detection, and facilitate appropriate Eye Diseases treatment