Doctork: A Medical Application for Disease Prediction through Laboratory Analysis



Doctork is a medical application designed to predict diseases using laboratory analysis. Its purpose is to assist healthcare professionals and patients in making accurate and timely diagnoses, ultimately improving patient outcomes. Machine learning algorithms are employed to analyze laboratory data, identifying patterns and markers associated with specific diseases (including Anemia, Leukemia, Thyroid disease, Gout, Diabetes, Jaundice, Rheumatoid arthritis, Prostate cancer, and Parathyroid disease). These algorithms are trained on large datasets of patient information, enabling them to make accurate predictions based on input data. The application can be customized to fit the specific needs of healthcare providers, allowing them to focus on the diseases that are most prevalent in their patient population. Healthcare professionals can use this information to make informed decisions about patient care, such as ordering additional tests or prescribing appropriate treatments.