{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,16]],"date-time":"2026-10-16T16:59:41Z","timestamp":1792169981635,"version":"4.4.0"},"reference-count":31,"publisher":"Elsevier BV","issue":"11","license":[{"start":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T00:00:00Z","timestamp":1761955200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T00:00:00Z","timestamp":1761955200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"}],"funder":[{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["3332023119"],"award-info":[{"award-number":["3332023119"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004826","name":"Natural Science Foundation of Beijing Municipality","doi-asserted-by":"publisher","award":["7232114"],"award-info":[{"award-number":["7232114"]}],"id":[{"id":"10.13039\/501100004826","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004826","name":"Natural Science Foundation of Beijing Municipality","doi-asserted-by":"publisher","award":["L242106"],"award-info":[{"award-number":["L242106"]}],"id":[{"id":"10.13039\/501100004826","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["82173449"],"award-info":[{"award-number":["82173449"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["jidonline.org","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Journal of Investigative Dermatology"],"published-print":{"date-parts":[[2025,11]]},"DOI":"10.1016\/j.jid.2025.03.034","type":"journal-article","created":{"date-parts":[[2025,4,10]],"date-time":"2025-04-10T16:37:18Z","timestamp":1744303038000},"page":"2736-2744.e6","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":8,"title":["Enhancing Diagnosis of Psoriasis and Inflammatory Skin Diseases: A Spatially Aligned Multimodal Model Integrating Clinical and Dermoscopic Images"],"prefix":"10.1016","volume":"145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0972-9511","authenticated-orcid":false,"given":"Juncheng","family":"Wang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3633-7038","authenticated-orcid":false,"given":"Yilan","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5681-2345","authenticated-orcid":false,"given":"Fengying","family":"Xie","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8219-2429","authenticated-orcid":false,"given":"Jie","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.jid.2025.03.034_bib1","doi-asserted-by":"crossref","first-page":"1945","DOI":"10.1001\/jama.2020.4006","article-title":"Pathophysiology, clinical presentation, and treatment of psoriasis: a review","volume":"323","author":"Armstrong","year":"2020","journal-title":"JAMA"},{"key":"10.1016\/j.jid.2025.03.034_bib2","doi-asserted-by":"crossref","DOI":"10.1016\/j.patcog.2020.107502","article-title":"Multi-label classification of multi-modality skin lesion via hyper-connected convolutional neural network","volume":"107","author":"Bi","year":"2020","journal-title":"Pattern Recognit"},{"key":"10.1016\/j.jid.2025.03.034_bib3","series-title":"Proceedings of the 2023 IEEE\/CVF conference on computer vision and pattern Recognition CVPR 2023","first-page":"15095","article-title":"Revisiting multimodal representation in contrastive learning: from patch and token embeddings to finite discrete tokens","author":"Chen","year":"2023"},{"key":"10.1016\/j.jid.2025.03.034_bib4","doi-asserted-by":"crossref","first-page":"471","DOI":"10.1007\/s13555-016-0141-6","article-title":"Dermoscopy in general dermatology: a practical overview","volume":"6","author":"Errichetti","year":"2016","journal-title":"Dermatol Ther (Heidelb)"},{"key":"10.1016\/j.jid.2025.03.034_bib5","doi-asserted-by":"crossref","first-page":"2353","DOI":"10.1016\/j.jid.2022.02.003","article-title":"Evaluation of artificial intelligence-assisted diagnosis of skin neoplasms: a single-center, paralleled, unmasked, randomized controlled trial","volume":"142","author":"Han","year":"2022","journal-title":"J Invest Dermatol"},{"key":"10.1016\/j.jid.2025.03.034_bib6","doi-asserted-by":"crossref","DOI":"10.1016\/j.patcog.2022.108990","article-title":"Co-attention fusion network for multimodal skin cancer diagnosis","volume":"133","author":"He","year":"2023","journal-title":"Pattern Recognit"},{"key":"10.1016\/j.jid.2025.03.034_bib7","series-title":"Proceedings of the 2016 IEEE 13th international symposium on biomedical imaging (ISBI)","first-page":"1397","article-title":"Deep features to classify skin lesions","author":"Kawahara","year":"2016"},{"key":"10.1016\/j.jid.2025.03.034_bib8","doi-asserted-by":"crossref","first-page":"538","DOI":"10.1109\/JBHI.2018.2824327","article-title":"7-point checklist and skin lesion classification using multi-task multi-modal neural nets","volume":"23","author":"Kawahara","year":"2019","journal-title":"IEEE J Biomed Health Inform"},{"key":"10.1016\/j.jid.2025.03.034_bib9","first-page":"18661","article-title":"Supervised contrastive learning","volume":"33","author":"Khosla","year":"2020","journal-title":"Adv Neural Inf Process Syst"},{"key":"10.1016\/j.jid.2025.03.034_bib10","doi-asserted-by":"crossref","first-page":"840","DOI":"10.1111\/bjd.18245","article-title":"Management of psoriasis as a systemic disease: what is the evidence?","volume":"182","author":"Korman","year":"2020","journal-title":"Br J Dermatol"},{"key":"10.1016\/j.jid.2025.03.034_bib11","doi-asserted-by":"crossref","first-page":"777","DOI":"10.1016\/j.jid.2022.10.021","article-title":"Comorbidities in patients with vitiligo: a systematic review and meta-analysis","volume":"143","author":"Lee","year":"2023","journal-title":"J Invest Dermatol"},{"key":"10.1016\/j.jid.2025.03.034_bib12","author":"Liu"},{"key":"10.1016\/j.jid.2025.03.034_bib13","author":"Ngiam"},{"key":"10.1016\/j.jid.2025.03.034_bib14","doi-asserted-by":"crossref","first-page":"2512","DOI":"10.1111\/jdv.18354","article-title":"Artificial intelligence for the automated single-shot assessment of psoriasis severity","volume":"36","author":"Okamoto","year":"2022","journal-title":"J Eur Acad Dermatol Venereol"},{"key":"10.1016\/j.jid.2025.03.034_bib15","article-title":"National, regional, and worldwide epidemiology of psoriasis: systematic analysis and modelling study","volume":"369","author":"Parisi","year":"2020","journal-title":"BMJ"},{"key":"10.1016\/j.jid.2025.03.034_bib16","doi-asserted-by":"crossref","first-page":"211","DOI":"10.1007\/s11263-015-0816-y","article-title":"Imagenet large scale visual recognition challenge","volume":"115","author":"Russakovsky","year":"2015","journal-title":"Int J Comput Vis"},{"key":"10.1016\/j.jid.2025.03.034_bib17","doi-asserted-by":"crossref","first-page":"1136","DOI":"10.1056\/NEJMra2023911","article-title":"Atopic dermatitis","volume":"384","author":"St\u00e4nder","year":"2021","journal-title":"N Engl J Med"},{"key":"10.1016\/j.jid.2025.03.034_bib18","doi-asserted-by":"crossref","DOI":"10.1016\/j.media.2021.102307","article-title":"FusionM4Net: a multi-stage multi-modal learning algorithm for multi-label skin lesion classification","volume":"76","author":"Tang","year":"2022","journal-title":"Med Image Anal"},{"key":"10.1016\/j.jid.2025.03.034_bib19","doi-asserted-by":"crossref","first-page":"1155","DOI":"10.1016\/j.jaci.2022.12.002","article-title":"Comorbidities of atopic dermatitis-what does the evidence say?","volume":"151","author":"Thyssen","year":"2023","journal-title":"J Allergy Clin Immunol"},{"key":"10.1016\/j.jid.2025.03.034_bib20","doi-asserted-by":"crossref","first-page":"12623","DOI":"10.1109\/TCYB.2021.3069920","article-title":"Interpretability-based multimodal convolutional neural networks for skin lesion diagnosis","volume":"52","author":"Wang","year":"2022","journal-title":"IEEE Trans Cybern"},{"key":"10.1016\/j.jid.2025.03.034_bib21","doi-asserted-by":"crossref","DOI":"10.1016\/j.media.2022.102535","article-title":"Adversarial multimodal fusion with attention mechanism for skin lesion classification using clinical and dermoscopic images","volume":"81","author":"Wang","year":"2022","journal-title":"Med Image Anal"},{"key":"10.1016\/j.jid.2025.03.034_bib22","doi-asserted-by":"crossref","DOI":"10.1016\/j.compbiomed.2021.104924","article-title":"A convolutional neural network trained with dermoscopic images of psoriasis performed on par with 230 dermatologists","volume":"139","author":"Yang","year":"2021","journal-title":"Comput Biol Med"},{"key":"10.1016\/j.jid.2025.03.034_bib23","doi-asserted-by":"crossref","DOI":"10.1016\/j.cmpb.2022.107315","article-title":"Skin lesion classification based on two-modal images using a multi-scale fully-shared fusion network","volume":"229","author":"Yang","year":"2023","journal-title":"Comput Methods Programs Biomed"},{"key":"10.1016\/j.jid.2025.03.034_bib24","doi-asserted-by":"crossref","first-page":"1242","DOI":"10.1109\/TMI.2021.3136682","article-title":"Single model deep learning on imbalanced small datasets for skin lesion classification","volume":"41","author":"Yao","year":"2022","journal-title":"IEEE Trans Med Imaging"},{"key":"10.1016\/j.jid.2025.03.034_bib25","doi-asserted-by":"crossref","first-page":"994","DOI":"10.1109\/TMI.2016.2642839","article-title":"Automated melanoma recognition in dermoscopy images via very deep residual networks","volume":"36","author":"Yu","year":"2017","journal-title":"IEEE Trans Med Imaging"},{"key":"10.1016\/j.jid.2025.03.034_bib26","doi-asserted-by":"crossref","first-page":"2092","DOI":"10.1109\/TMI.2019.2893944","article-title":"Attention residual learning for skin lesion classification","volume":"38","author":"Zhang","year":"2019","journal-title":"IEEE Trans Med Imaging"},{"key":"10.1016\/j.jid.2025.03.034_bib27","doi-asserted-by":"crossref","unstructured":"Zhang Y, Chen J, Wang K, Xie F. ECL: class-enhancement contrastive learning for long-tailed skin lesion classification. Paper presented at: 26th International Conference on Medical Image Computing and Computer-Assisted Intervention: Springer. 8\u201312 October 2023a; Vancouver, Canada.","DOI":"10.1007\/978-3-031-43895-0_23"},{"key":"10.1016\/j.jid.2025.03.034_bib28","doi-asserted-by":"crossref","DOI":"10.1016\/j.compbiomed.2023.106712","article-title":"TFormer: a throughout fusion transformer for multi-modal skin lesion diagnosis","volume":"157","author":"Zhang","year":"2023","journal-title":"Comput Biol Med"},{"key":"10.1016\/j.jid.2025.03.034_bib29","doi-asserted-by":"crossref","DOI":"10.1016\/j.media.2021.102301","article-title":"Dermoscopic image retrieval based on rotation-invariance deep hashing","volume":"77","author":"Zhang","year":"2022","journal-title":"Med Image Anal"},{"key":"10.1016\/j.jid.2025.03.034_bib30","doi-asserted-by":"crossref","DOI":"10.1016\/j.compbiomed.2022.106272","article-title":"A rotation meanout network with invariance for dermoscopy image classification and retrieval","volume":"151","author":"Zhang","year":"2022","journal-title":"Comput Biol Med"},{"key":"10.1016\/j.jid.2025.03.034_bib31","author":"Zhu"}],"container-title":["Journal of Investigative Dermatology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0022202X25004026?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0022202X25004026?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,11,27]],"date-time":"2025-11-27T17:16:17Z","timestamp":1764263777000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0022202X25004026"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11]]},"references-count":31,"journal-issue":{"issue":"11","published-print":{"date-parts":[[2025,11]]}},"alternative-id":["S0022202X25004026"],"URL":"https:\/\/doi.org\/10.1016\/j.jid.2025.03.034","relation":{},"ISSN":["0022-202X"],"issn-type":[{"value":"0022-202X","type":"print"}],"subject":[],"published":{"date-parts":[[2025,11]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Enhancing Diagnosis of Psoriasis and Inflammatory Skin Diseases: A Spatially Aligned Multimodal Model Integrating Clinical and Dermoscopic Images","name":"articletitle","label":"Article Title"},{"value":"Journal of Investigative Dermatology","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.jid.2025.03.034","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2025 The Authors. Published by Elsevier, Inc. on behalf of the Society for Investigative Dermatology.","name":"copyright","label":"Copyright"}]}}