BSIs in neonates are often caused by pathogenic bacteria like Group B Streptococcus and Escherichia coli. Fungal infections, particularly by Candida species, can also be responsible. These pathogens can enter the bloodstream through various routes, including vertical transmission from the mother during childbirth, or via contaminated medical equipment in a neonatal intensive care unit (NICU).