{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,6,7]],"date-time":"2022-06-07T10:15:25Z","timestamp":1654596925980},"reference-count":0,"publisher":"IOS Press","license":[{"start":{"date-parts":[[2022,6,6]],"date-time":"2022-06-06T00:00:00Z","timestamp":1654473600000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,6,6]]},"abstract":"<jats:p>We present a work-in-progress software project which aims to assist cross-database medical research and knowledge acquisition from heterogeneous sources. Using a Natural Language Processing (NLP) model based on deep learning algorithms, topical similarities are detected, going beyond measures of connectivity via citation or database suggestion algorithms. A network is generated based on the NLP-similarities between them, and then presented within an explorable 3D environment. Our software will then generate a list of publications and datasets which pertain to a certain topic of interest, based on their level of similarity in terms of knowledge representation.<\/jats:p>","DOI":"10.3233\/shti220078","type":"book-chapter","created":{"date-parts":[[2022,6,7]],"date-time":"2022-06-07T09:31:21Z","timestamp":1654594281000},"source":"Crossref","is-referenced-by-count":0,"title":["MedSentinel \u2013 A Smart Sentinel for Biomedical Online Search Demonstrated by a COVID-19 Search"],"prefix":"10.3233","author":[{"given":"Reto","family":"Sch\u00f6lly","sequence":"first","affiliation":[{"name":"University Medical Center Freiburg, Department of Neurosurgery, Neuroethics and AI Ethics Lab, Breisacher Str. 64, D-79106 Freiburg i. Br. (Germany)"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Suhail","family":"Yazijy","sequence":"additional","affiliation":[{"name":"University Medical Center Freiburg, Department of Neurosurgery, Neuroethics and AI Ethics Lab, Breisacher Str. 64, D-79106 Freiburg i. Br. (Germany)"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Philipp","family":"Kellmeyer","sequence":"additional","affiliation":[{"name":"University Medical Center Freiburg, Department of Neurosurgery, Neuroethics and AI Ethics Lab, Breisacher Str. 64, D-79106 Freiburg i. Br. (Germany)"},{"name":"Saltus! Group \u201cResponsible Artificial Intelligence\u201d, Freiburg Institute for Advanced Studies (FRIAS), University of Freiburg"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"7437","container-title":["Studies in Health Technology and Informatics","MEDINFO 2021: One World, One Health \u2013 Global Partnership for Digital Innovation"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/SHTI220078","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,7]],"date-time":"2022-06-07T09:31:21Z","timestamp":1654594281000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI220078"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,6,6]]},"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti220078","relation":{},"ISSN":["0926-9630","1879-8365"],"issn-type":[{"value":"0926-9630","type":"print"},{"value":"1879-8365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,6,6]]}}}