{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,18]],"date-time":"2026-06-18T05:51:30Z","timestamp":1781761890467,"version":"3.54.5"},"reference-count":24,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Signal Process. Lett."],"published-print":{"date-parts":[[2026]]},"DOI":"10.1109\/lsp.2026.3700559","type":"journal-article","created":{"date-parts":[[2026,6,4]],"date-time":"2026-06-04T19:59:43Z","timestamp":1780603183000},"page":"2420-2424","source":"Crossref","is-referenced-by-count":0,"title":["Edge-Aware PDE Semantic Fields for Zero-Shot Medical Image Classification"],"prefix":"10.1109","volume":"33","author":[{"ORCID":"https:\/\/orcid.org\/0009-0004-2356-6629","authenticated-orcid":false,"given":"Ayan","family":"Sar","sequence":"first","affiliation":[{"name":"School of Computer Sciences, University of Petroleum and Energy Studies (UPES), Dehradun, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9826-2759","authenticated-orcid":false,"given":"Tanupriya","family":"Choudhury","sequence":"additional","affiliation":[{"name":"School of Computer Sciences, University of Petroleum and Energy Studies (UPES), Dehradun, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0169-6738","authenticated-orcid":false,"given":"Ajith","family":"Abraham","sequence":"additional","affiliation":[{"name":"School of Artificial Intelligence, Sai University, Chennai, India"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0335326"},{"issue":"11","key":"ref2","first-page":"1210","article-title":"Criteria used for the diagnosis of childhood tuberculosis at primary health care level in a high-burden, urban setting","volume":"9","author":"Theart","year":"2005","journal-title":"Int. J. Tuberculosis Lung Dis."},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.3349\/ymj.2012.53.6.1176"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-025-64391-1"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1117\/12.2652626"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.landig.2025.100884"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/isbi56570.2024.10635520"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/delcon64804.2024.10866316"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijtb.2025.10.005"},{"key":"ref10","first-page":"3876","article-title":"MedCLIP: Contrastive learning from unpaired medical images and text","volume-title":"Proc. Conf. Empirical Methods Natural Lang. Process.","author":"Wang","year":"2022"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr52729.2023.01442"},{"key":"ref12","article-title":"CheXagent: Towards a foundation model for chest X-ray interpretation","volume-title":"Proc. AAAI Spring Symp. Clin. Found. Models","author":"Chen","year":"2024"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.camwa.2021.12.005"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.camwa.2017.06.026"},{"issue":"2","key":"ref15","first-page":"105","article-title":"Edge detection algorithm inspired by pattern formation processes of reaction-diffusion systems","volume":"5","author":"Nomura","year":"2011","journal-title":"Int. J. Circuits, Syst. Signal Process."},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1504\/ijbic.2018.094189"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.12928\/telkomnika.v21i5.22365"},{"key":"ref18","first-page":"21","article-title":"Engineering mathematics","author":"Rapp","year":"2023"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.3978\/j.issn.2223-4292.2014.11.20"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3031384"},{"key":"ref22","doi-asserted-by":"crossref","DOI":"10.1101\/2022.03.04.22271937","article-title":"VinDr-PCXR: An open, large-scale chest radiograph dataset for interpretation of common thoracic diseases in children","author":"Nguyen","year":"2022"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.cell.2018.02.010"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2021.106587"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-020-62148-y"}],"container-title":["IEEE Signal Processing Letters"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/97\/11304147\/11551830.pdf?arnumber=11551830","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,18]],"date-time":"2026-06-18T04:56:13Z","timestamp":1781758573000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11551830\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":24,"URL":"https:\/\/doi.org\/10.1109\/lsp.2026.3700559","relation":{},"ISSN":["1070-9908","1558-2361"],"issn-type":[{"value":"1070-9908","type":"print"},{"value":"1558-2361","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]}}}