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Differential diagnosis of eczema and psoriasis using routine clinical data and machine learning: development of a web-based tool in a multicenter outpatient cohort.

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Title: Differential diagnosis of eczema and psoriasis using routine clinical data and machine learning: development of a web-based tool in a multicenter outpatient cohort.
Authors: Ding N; Department of Dermatology, Shengjing Hospital, China Medical University, Shenyang, China., Li Y; College of Electronics and Information Engineering, Liaoning Technical University, Huludao, China., Zhao Z; College of Electronics and Information Engineering, Liaoning Technical University, Huludao, China., Meng X; College of Electronics and Information Engineering, Liaoning Technical University, Huludao, China., Sun M; Department of Dermatology, Dermatology Hospital, Shenyang, China., Ren X; Department of Dermatology, The First Affiliated Hospital, Dalian Medical University, Dalian, China., Wang Y; Department of Dermatology, Shengjing Hospital, China Medical University, Shenyang, China.
Source: Frontiers in medicine [Front Med (Lausanne)] 2025 Oct 17; Vol. 12, pp. 1667794. Date of Electronic Publication: 2025 Oct 17 (Print Publication: 2025).
Publication Type: Journal Article
Journal Info: Publisher: Frontiers Media S.A Country of Publication: Switzerland NLM ID: 101648047 Publication Model: eCollection Cited Medium: Print ISSN: 2296-858X (Print) Linking ISSN: 2296858X NLM ISO Abbreviation: Front Med (Lausanne) Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Differential diagnosis of eczema and psoriasis using routine clinical data and machine learning: development of a web-based tool in a multicenter outpatient cohort.
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  Data: <searchLink fieldCode="AU" term="%22Ding+N%22">Ding N</searchLink>; Department of Dermatology, Shengjing Hospital, China Medical University, Shenyang, China.<br /><searchLink fieldCode="AU" term="%22Li+Y%22">Li Y</searchLink>; College of Electronics and Information Engineering, Liaoning Technical University, Huludao, China.<br /><searchLink fieldCode="AU" term="%22Zhao+Z%22">Zhao Z</searchLink>; College of Electronics and Information Engineering, Liaoning Technical University, Huludao, China.<br /><searchLink fieldCode="AU" term="%22Meng+X%22">Meng X</searchLink>; College of Electronics and Information Engineering, Liaoning Technical University, Huludao, China.<br /><searchLink fieldCode="AU" term="%22Sun+M%22">Sun M</searchLink>; Department of Dermatology, Dermatology Hospital, Shenyang, China.<br /><searchLink fieldCode="AU" term="%22Ren+X%22">Ren X</searchLink>; Department of Dermatology, The First Affiliated Hospital, Dalian Medical University, Dalian, China.<br /><searchLink fieldCode="AU" term="%22Wang+Y%22">Wang Y</searchLink>; Department of Dermatology, Shengjing Hospital, China Medical University, Shenyang, China.
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  Data: <searchLink fieldCode="JN" term="%22101648047%22">Frontiers in medicine</searchLink> [Front Med (Lausanne)] 2025 Oct 17; Vol. 12, pp. 1667794. <i>Date of Electronic Publication: </i>2025 Oct 17 (<i>Print Publication: </i>2025).
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