Development of a biomedical data classification tool with the use of boosting techniques

• Main Author: Παναγιωτόπουλος, Κωνσταντίνος
• Other Authors: Panagiotopoulos, Konstantinos
• Language: English
• Published: 2022
• Subjects: Biomarkers discovery; Machine learning; Evolutionary algorithms; Boosting; XGBoost; Ανακάλυψη βιοδεικτών; Μηχανική μάθηση; Εξελικτικός αλγόριθμος

High throughput methods have become the standard in current times given that the technology is available and more accessible than ever. The massive amounts of data produced are of high value for scientists and along with clinical and meta-data can lead to breakthroughs and improvements in personaliz...