The rapid advancement of technology has a big impact on how we live our daily lives. Artificial Intelligence (AI), or more precisely, an AI-powered chatbot, is one of those technologies. This virtual assistant has gained a lot of popularity recently, mostly because of noteworthy advancements in artificial intelligence, machine learning, and other basic fields like neural networks and natural…
"Multi-drug resistant tuberculosis (MDR-TB) is a disease caused by the Mycobacterium tuberculosis that could evade at least two different first-line anti tuberculosis drugs. MDR-TB poses a significant global health challenge, particularly in middle to lower income countries where affordable and rapid diagnostic tools are crucially needed. This situation has brought the idea of leveraging who…
Unsupervised machine learning as a part of machine learning is an algorithm that identifies available information without any guidance or supervision in a form of clustering. When producing clustering analysis, obtaining optimized data is crucial. Missing values, zero values, inappropriate data input and outliers can affect the overall analysis of the dataset. Data cleaning tools in the data cl…
Rheumatoid Arthritis (RA) is a joint inflammatory autoimmune disease affecting 1% globally. Although not lethal, ~40% of RA patients are subjected to systemic manifestations and clinical complications of various involvements. Being without a cure, the ability to achieve remission of currently available treatments are dependent on immediate intervention. However, the complex nature of RA mak…