{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,14]],"date-time":"2026-03-14T07:48:55Z","timestamp":1773474535515,"version":"3.50.1"},"reference-count":6,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2026,3,14]],"date-time":"2026-03-14T00:00:00Z","timestamp":1773446400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,3,14]],"date-time":"2026-03-14T00:00:00Z","timestamp":1773446400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Int Ophthalmol"],"DOI":"10.1007\/s10792-026-04045-3","type":"journal-article","created":{"date-parts":[[2026,3,14]],"date-time":"2026-03-14T06:51:02Z","timestamp":1773471062000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Treatment-aware artificial intelligence for keratoconus progression prediction"],"prefix":"10.1007","volume":"46","author":[{"given":"Henry","family":"Bair","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2026,3,14]]},"reference":[{"key":"4045_CR1","doi-asserted-by":"publisher","first-page":"482","DOI":"10.1007\/s10792-025-03855-1","volume":"45","author":"H Hashemi","year":"2025","unstructured":"Hashemi H, Jamali A, Nabovati P, Babapour Mofrad F, Khabazkhoob M (2025) The application of artificial intelligence-based algorithms in predicting the progression of keratoconus: a systematic review. Int Ophthalmol 45:482. https:\/\/doi.org\/10.1007\/s10792-025-03855-1","journal-title":"Int Ophthalmol"},{"issue":"6","key":"4045_CR2","doi-asserted-by":"publisher","first-page":"e929","DOI":"10.1111\/aos.14715","volume":"99","author":"C Rocha-de-Lossada","year":"2021","unstructured":"Rocha-de-Lossada C, Prieto-Godoy M, S\u00e1nchez-Gonz\u00e1lez JM et al (2021) Tomographic and aberrometric assessment of first-time diagnosed paediatric keratoconus based on age ranges: a multicentre study. Acta Ophthalmol 99(6):e929\u2013e936. https:\/\/doi.org\/10.1111\/aos.14715","journal-title":"Acta Ophthalmol"},{"issue":"11","key":"4045_CR3","doi-asserted-by":"publisher","first-page":"741","DOI":"10.3928\/1081597X-20210802-01","volume":"37","author":"D Borroni","year":"2021","unstructured":"Borroni D, Bonzano C, Hristova R et al (2021) Epithelial flap corneal cross-linking. J Refract Surg 37(11):741\u2013745. https:\/\/doi.org\/10.3928\/1081597X-20210802-01","journal-title":"J Refract Surg"},{"issue":"4","key":"4045_CR4","doi-asserted-by":"publisher","DOI":"10.3390\/jcm10040844","volume":"10","author":"N Kato","year":"2021","unstructured":"Kato N, Masumoto H, Tanabe M et al (2021) Predicting keratoconus progression and need for corneal crosslinking using deep learning. J Clin Med 10(4):844. https:\/\/doi.org\/10.3390\/jcm10040844","journal-title":"J Clin Med"},{"issue":"2","key":"4045_CR5","doi-asserted-by":"publisher","first-page":"320","DOI":"10.1016\/j.jtos.2020.02.008","volume":"18","author":"S Yousefi","year":"2020","unstructured":"Yousefi S, Takahashi H, Hayashi T et al (2020) Predicting the likelihood of need for future keratoplasty intervention using artificial intelligence. Ocul Surf 18(2):320\u2013325. https:\/\/doi.org\/10.1016\/j.jtos.2020.02.008","journal-title":"Ocul Surf"},{"issue":"7","key":"4045_CR6","doi-asserted-by":"publisher","first-page":"619","DOI":"10.1007\/s10654-020-00636-1","volume":"35","author":"N van Geloven","year":"2020","unstructured":"van Geloven N, Swanson SA, Ramspek CL et al (2020) Prediction meets causal inference: the role of treatment in clinical prediction models. Eur J Epidemiol 35(7):619\u2013630. https:\/\/doi.org\/10.1007\/s10654-020-00636-1","journal-title":"Eur J Epidemiol"}],"container-title":["International Ophthalmology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10792-026-04045-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10792-026-04045-3","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10792-026-04045-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,14]],"date-time":"2026-03-14T06:51:03Z","timestamp":1773471063000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10792-026-04045-3"}},"subtitle":["A Letter in Response To: \u201cThe application of artificial intelligence-based algorithms in predicting the progression of keratoconus: a systematic review\u201d"],"short-title":[],"issued":{"date-parts":[[2026,3,14]]},"references-count":6,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2026,12]]}},"alternative-id":["4045"],"URL":"https:\/\/doi.org\/10.1007\/s10792-026-04045-3","relation":{},"ISSN":["1573-2630"],"issn-type":[{"value":"1573-2630","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,3,14]]},"assertion":[{"value":"28 December 2025","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"10 March 2026","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"14 March 2026","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare no competing interests.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}},{"value":"Not applicable.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethics, consent to participate"}},{"value":"Not applicable.","order":4,"name":"Ethics","group":{"name":"EthicsHeading","label":"Consent to publish"}}],"article-number":"156"}}