{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/190513302","title":"A Survey on Biomedical Image Captioning","arxiv_id":"1905.13302","date":"2019-05-26","proceeding":"WS 2019 6","authors":["Vasiliki Kougia","John Pavlopoulos","Ion Androutsopoulos"],"abstract":"Image captioning applied to biomedical images can assist and accelerate the diagnosis process followed by clinicians. This article is the first survey of biomedical image captioning, discussing datasets, evaluation measures, and state of the art methods. Additionally, we suggest two baselines, a weak and a stronger one; the latter outperforms all current state of the art systems on one of the datasets.","url_abs":"https://arxiv.org/abs/1905.13302v1","url_pdf":"https://arxiv.org/pdf/1905.13302v1.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"190513302","repo_url":"https://github.com/nlpaueb/bio_image_caption","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":0,"framework":"none","reach":null},{"paper_slug":"190513302","repo_url":"https://github.com/ipavlopoulos/diagnostic_captioning","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":null}],"tasks":[{"task_slug":"image-captioning","task_name":"Image Captioning"},{"task_slug":"survey","task_name":"Survey"}],"methods":[],"datasets_introduced":[{"slug":"iu-x-ray","name":"IU X-Ray","full_name":""},{"slug":"peir-gross","name":"Peir Gross","full_name":""}],"methods_introduced":[],"results":[],"syntology":{"atlas_url":"https://app.syntology.ai/?focus=1905.13302","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}