{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,6,7]],"date-time":"2022-06-07T10:16:11Z","timestamp":1654596971658},"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>Big Data and Deep Learning approaches offer new opportunities for medical data analysis. With these technologies, PREDIMED, the clinical data warehouse of Grenoble Alps University Hospital, sets up first clinical studies on retrospective data. In particular, ODIASP study, aims to develop and evaluate deep learning-based tools for automatic sarcopenia diagnosis, while using data collected via PREDIMED, in particular, medical images. Here we describe a methodology of data preparation for a clinical study via PREDIMED.<\/jats:p>","DOI":"10.3233\/shti220271","type":"book-chapter","created":{"date-parts":[[2022,6,7]],"date-time":"2022-06-07T09:35:00Z","timestamp":1654594500000},"source":"Crossref","is-referenced-by-count":0,"title":["ODIASP: Clinically Contextualized Image Analysis Using the PREDIMED Clinical Data Warehouse, Towards a Better Diagnosis of Sarcopenia"],"prefix":"10.3233","author":[{"given":"Katia","family":"Charri\u00e8re","sequence":"first","affiliation":[{"name":"Clinical Investigation Center-Technological Innovation, Univ. Grenoble Alpes, INSERM CIC1406, CHU Grenoble Alpes, F-38000, Grenoble, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pierre-Ephrem","family":"Madiot","sequence":"additional","affiliation":[{"name":"Digital Services Management, CHU Grenoble Alpes, F-38000, Grenoble, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Svetlana","family":"Artemova","sequence":"additional","affiliation":[{"name":"Clinical Investigation Center-Technological Innovation, Univ. Grenoble Alpes, INSERM CIC1406, CHU Grenoble Alpes, F-38000, Grenoble, France"},{"name":"Public Health Department, CHU Grenoble Alpes, F-38000, Grenoble, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pungponhavoan","family":"Tep","sequence":"additional","affiliation":[{"name":"Clinical Investigation Center-Technological Innovation, Univ. 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Grenoble Alpes, INSERM CIC1406, CHU Grenoble Alpes, F-38000, Grenoble, France"},{"name":"Public Health Department, CHU Grenoble Alpes, F-38000, Grenoble, France"},{"name":"TIMC, Univ. Grenoble Alpes, CNRS, VetAgro\u2019Sup, CHU Grenoble Alpes, Grenoble INP, F-38000, Grenoble, France"}],"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\/SHTI220271","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,7]],"date-time":"2022-06-07T09:35:01Z","timestamp":1654594501000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI220271"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,6,6]]},"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti220271","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]]}}}