A scientific article by Teaching Assistant Nour Hassan Obaid entitled "Machine Learning Applications in Disease Diagnosis" Machine learning is one of the most important branches of artificial intelligence used in the medical field. It significantly improves the accuracy of disease diagnosis. It relies on analyzing massive amounts of medical data at extremely high speeds. It helps doctors detect diseases in their early stages. It is used in analyzing medical images such as X-rays and MRI scans. It also contributes to the highly accurate detection of tumors. It helps in diagnosing heart diseases by analyzing electrocardiograms (ECGs). It predicts the likelihood of patients developing certain diseases. It contributes to reducing medical errors resulting from traditional diagnosis. It saves time and effort for doctors and healthcare staff. It helps improve the quality of healthcare provided to patients. It can be used in analyzing laboratory test results. It also supports accurate treatment decisions. It helps in continuously monitoring patients' conditions. It contributes to discovering new disease patterns. It improves treatment plans based on patient data. It helps reduce healthcare costs in the long term. It supports medical research through the analysis of big data. It can be used in diagnosing rare diseases. It contributes to improving the speed of response to emergencies. It helps predict disease complications before they occur. It enhances the efficiency of modern healthcare systems. It requires accurate and reliable data to ensure its results. It also requires an advanced technological infrastructure. Physicians must be trained in the use of machine learning techniques. Laws should be put in place to protect patient data. It contributes to achieving a digital transformation in the healthcare sector. It is considered one of the most important tools of the future in modern medicine. It helps improve patients' lives and increase their chances of recovery. It represents an important step towards more precise and effective medicine. Al-Mustaqbal University is ranked first among Iraqi private universities