Early bacterial detection in bloodstream infection using deep transfer learning algorithm

• Main Authors: Son Ali, Akbar, Kamarul Hawari, Ghazali, Habsah, Hasan, Wahyu Sapto, Aji, Yudhana, Anton
• Format: Article
• Language: English
• Published: iJOE 2023
• Subjects: QH Natural history; RA Public aspects of medicine; TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://umpir.ump.edu.my/id/eprint/37874/1/Early%20bacterial%20detection%20in%20bloodstream%20infection%20using%20deep%20transfer%20learning%20algorithm.pdf; http://umpir.ump.edu.my/id/eprint/37874/; https://doi.org/10.3991/ijoe.v19i01.35047; https://doi.org/10.3991/ijoe.v19i01.35047

An infection caused by bacteria can lead to severe complications affecting bloodstream disease. At present, blood cultures are used to identify bacteria. However, blood culture is a time-consuming and labor-intensive method of diagnosing disease. The effect of delayed early diagnosis is that it infl...