arXiv (Cornell University)
Classification of All Blood Cell Images using ML and DL Models
August 2023 • Rabia Asghar, Sanjay Kumar, Abeera Mahfooz
Human blood primarily comprises plasma, red blood cells, white blood cells, and platelets. It plays a vital role in transporting nutrients to different organs, where it stores essential health-related data about the human body. Blood cells are utilized to defend the body against diverse infections, including fungi, viruses, and bacteria. Hence, blood analysis can help physicians assess an individual's physiological condition. Blood cells have been sub-classified into eight groups: Neutrophils, eosinophils, basophi…