Medical document indexing and retrieval: AMTEx vs. NLM MMTxMedical document indexing and retrieval: AMTEx vs. NLM MMTx Περίληψη Δημοσίευσης σε Συνέδριο Conference Paper Abstract 2015-11-012007enAMTEx is a medical document indexing method, specifically designed for the automatic indexing of documents in large medical collections, such as MEDLINE, the premier bibliographic database of the U.S. National Library of Medicine (NLM). AMTEx combines MeSH, the terminological thesaurus resource of NLM, with a wellestablished method for term extraction, the C/NC-value method. The performance evaluation of two AMTEx configurations is measured against the current state-of-theart, the MMTx method in indexing and retrieval tasks in three experiments. In the first, a subset of MEDLINE (PMC) full document corpus was used for the indexing task. In the second and third, a subset of MEDLINE (OHSUMED) abstracts was used for indexing and retrieval respectively. The experimental results demonstrate that AMTEx achieves better precision in all tasks, in 50-20% of the processing time compared to MMTx.http://creativecommons.org/licenses/by/4.0/12th International Symposium for Health Information Management Research Petrakis Evripidis Πετρακης Ευριπιδης Zervanou Kalliopi Ζερβανου Καλλιοπη Chliaoutakis Angelos Χλιαουτακης Αγγελος