{"abstract":[{"lang":"eng","text":"Medical images need annotations with high-level semantic descriptors, so that domain experts can search for the desired dataset among an enormous volume of visual media within a Medical Data Integration Center. This article introduces a processing pipeline for storing and annotating DICOM and PNG imaging data by applying Elasticsearch, S3 and Deep Learning technologies. The proposed method processes both DICOM and PNG images to generate annotations. These image annotations are indexed in Elasticsearch with the corresponding raw data paths, where they can be retrieved and analyzed."}],"_id":"12816","intvolume":"       310","volume":310,"doi":"10.3233/SHTI231208","status":"public","type":"conference_speech","date_created":"2025-04-17T08:25:27Z","conference":{"name":"19th World Congress on Medical and Health Informatics (MEDINFO)","end_date":"2023-08-12","location":"Sydney, AUSTRALIA","start_date":"2023-08-08"},"year":"2024","date_updated":"2025-04-23T13:55:31Z","page":"1388-1389","department":[{"_id":"DEP5023"}],"publication":"19th World Congress on Medical and Health Informatics (MEDINFO)","title":"An Image Retrieval Pipeline in a Medical Data Integration Center.","series_title":"Studies in Health Technology and Informatics","user_id":"83781","pmid":"1","author":[{"first_name":"Ka Yung","last_name":"Cheng","full_name":"Cheng, Ka Yung"},{"first_name":"Santiago","full_name":"Pazmino, Santiago","last_name":"Pazmino"},{"first_name":"Bjoern","full_name":"Bergh, Bjoern","last_name":"Bergh"},{"first_name":"Markus","id":"71761","last_name":"Lange-Hegermann","full_name":"Lange-Hegermann, Markus"},{"first_name":"Bjorn","last_name":"Schreiweis","full_name":"Schreiweis, Bjorn"}],"publication_status":"published","language":[{"iso":"eng"}],"publisher":"IOS Press, Incorporated","keyword":["Medical image retrieval","data lake","DICOM","deep learning","elasticsearch"],"publication_identifier":{"isbn":["978-1-64368-456-7"],"issn":["0926-9630"],"eissn":["1879-8365"],"eisbn":["978-1-64368-457-4"]},"citation":{"chicago":"Cheng, Ka Yung, Santiago Pazmino, Bjoern Bergh, Markus Lange-Hegermann, and Bjorn Schreiweis. <i>An Image Retrieval Pipeline in a Medical Data Integration Center.</i> <i>19th World Congress on Medical and Health Informatics (MEDINFO)</i>. Vol. 310. Studies in Health Technology and Informatics. IOS Press, Incorporated, 2024. <a href=\"https://doi.org/10.3233/SHTI231208\">https://doi.org/10.3233/SHTI231208</a>.","ama":"Cheng KY, Pazmino S, Bergh B, Lange-Hegermann M, Schreiweis B. <i>An Image Retrieval Pipeline in a Medical Data Integration Center.</i> Vol 310. IOS Press, Incorporated; 2024:1388-1389. doi:<a href=\"https://doi.org/10.3233/SHTI231208\">10.3233/SHTI231208</a>","apa":"Cheng, K. Y., Pazmino, S., Bergh, B., Lange-Hegermann, M., &#38; Schreiweis, B. (2024). An Image Retrieval Pipeline in a Medical Data Integration Center. In <i>19th World Congress on Medical and Health Informatics (MEDINFO)</i> (Vol. 310, pp. 1388–1389). IOS Press, Incorporated. <a href=\"https://doi.org/10.3233/SHTI231208\">https://doi.org/10.3233/SHTI231208</a>","chicago-de":"Cheng, Ka Yung, Santiago Pazmino, Bjoern Bergh, Markus Lange-Hegermann und Bjorn Schreiweis. 2024. <i>An Image Retrieval Pipeline in a Medical Data Integration Center.</i> <i>19th World Congress on Medical and Health Informatics (MEDINFO)</i>. Bd. 310. Studies in Health Technology and Informatics. IOS Press, Incorporated. doi:<a href=\"https://doi.org/10.3233/SHTI231208\">10.3233/SHTI231208</a>, .","din1505-2-1":"<span style=\"font-variant:small-caps;\">Cheng, Ka Yung</span> ; <span style=\"font-variant:small-caps;\">Pazmino, Santiago</span> ; <span style=\"font-variant:small-caps;\">Bergh, Bjoern</span> ; <span style=\"font-variant:small-caps;\">Lange-Hegermann, Markus</span> ; <span style=\"font-variant:small-caps;\">Schreiweis, Bjorn</span>: <i>An Image Retrieval Pipeline in a Medical Data Integration Center.</i>, <i>Studies in Health Technology and Informatics</i>. Bd. 310 : IOS Press, Incorporated, 2024","havard":"K.Y. Cheng, S. Pazmino, B. Bergh, M. Lange-Hegermann, B. Schreiweis, An Image Retrieval Pipeline in a Medical Data Integration Center., IOS Press, Incorporated, 2024.","van":"Cheng KY, Pazmino S, Bergh B, Lange-Hegermann M, Schreiweis B. An Image Retrieval Pipeline in a Medical Data Integration Center. 19th World Congress on Medical and Health Informatics (MEDINFO). IOS Press, Incorporated; 2024. (Studies in Health Technology and Informatics; vol. 310).","mla":"Cheng, Ka Yung, et al. “An Image Retrieval Pipeline in a Medical Data Integration Center.” <i>19th World Congress on Medical and Health Informatics (MEDINFO)</i>, vol. 310, IOS Press, Incorporated, 2024, pp. 1388–89, <a href=\"https://doi.org/10.3233/SHTI231208\">https://doi.org/10.3233/SHTI231208</a>.","bjps":"<b>Cheng KY <i>et al.</i></b> (2024) <i>An Image Retrieval Pipeline in a Medical Data Integration Center.</i> IOS Press, Incorporated.","ufg":"<b>Cheng, Ka Yung u. a.</b>: An Image Retrieval Pipeline in a Medical Data Integration Center., Bd. 310, o. O. 2024 (Studies in Health Technology and Informatics).","ieee":"K. Y. Cheng, S. Pazmino, B. Bergh, M. Lange-Hegermann, and B. Schreiweis, <i>An Image Retrieval Pipeline in a Medical Data Integration Center.</i>, vol. 310. IOS Press, Incorporated, 2024, pp. 1388–1389. doi: <a href=\"https://doi.org/10.3233/SHTI231208\">10.3233/SHTI231208</a>.","short":"K.Y. Cheng, S. Pazmino, B. Bergh, M. Lange-Hegermann, B. Schreiweis, An Image Retrieval Pipeline in a Medical Data Integration Center., IOS Press, Incorporated, 2024."},"external_id":{"pmid":["38269660"],"isi":["WOS:001281987600292"]}}