{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,19]],"date-time":"2025-03-19T04:29:33Z","timestamp":1742358573816,"version":"3.40.1"},"reference-count":0,"publisher":"Editorial Acad\u00e9mica Drag\u00f3n Azteca","issue":"1","license":[{"start":{"date-parts":[[2025,3,18]],"date-time":"2025-03-18T00:00:00Z","timestamp":1742256000000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. Journal of COP and Infor."],"abstract":"<jats:p>The detection of microbleeds in Magnetic Resonance Imaging (MRI) studies through the Susceptibility Weighted Image (SWI) technique is presented. The SWI technique has shown to play a relevant role in the identification of microbleeds, unlike conventional MRI techniques, the sensitivity is higher for detecting microbleeds and iron deposits. This work presents a technique for the quantitative detection of microbleeds through the implementation of Shannon entropy. It is complemented with a statistical analysis of the results and establishes a specific range that allows for the early detection of these structures in future research. Preliminary results suggest that this method represents a significant advancement in the accurate and timely detection of cerebral microbleeds, offering an alternative to traditional Magnetic Resonance approaches, suggesting that artificial intelligence is a promising path for deeper investigations in this field.<\/jats:p>","DOI":"10.61467\/2007.1558.2025.v16i1.446","type":"journal-article","created":{"date-parts":[[2025,3,18]],"date-time":"2025-03-18T15:44:16Z","timestamp":1742312656000},"page":"114-122","source":"Crossref","is-referenced-by-count":0,"title":["Shannon Entropy in the Automatic Identification of Microbleeds Using Image Processing"],"prefix":"10.61467","volume":"16","author":[{"given":"Alina","family":"Villanueva","sequence":"first","affiliation":[]},{"given":"Rafael","family":"Guzman Cabrer","sequence":"additional","affiliation":[]},{"given":"Aron","family":"Hernandez-Trinidad","sequence":"additional","affiliation":[]},{"given":"Jos\u00e9","family":"Soto","sequence":"additional","affiliation":[]},{"given":"Teodoro","family":"Cordova-Fraga","sequence":"additional","affiliation":[]}],"member":"44176","published-online":{"date-parts":[[2025,3,18]]},"container-title":["International Journal of Combinatorial Optimization Problems and Informatics"],"original-title":[],"link":[{"URL":"https:\/\/ijcopi.org\/ojs\/article\/download\/446\/353","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/ijcopi.org\/ojs\/article\/download\/446\/353","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,18]],"date-time":"2025-03-18T15:44:21Z","timestamp":1742312661000},"score":1,"resource":{"primary":{"URL":"https:\/\/ijcopi.org\/ojs\/article\/view\/446"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,3,18]]},"references-count":0,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2025,3,18]]}},"URL":"https:\/\/doi.org\/10.61467\/2007.1558.2025.v16i1.446","relation":{},"ISSN":["2007-1558"],"issn-type":[{"value":"2007-1558","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,3,18]]}}}