2f:I[703058,["/_next/static/immutable/chunks/3bhq_5eh1d760.js","/_next/static/immutable/chunks/1855-ogyi8eh4.js","/_next/static/immutable/chunks/2pfsjpn6k6zlg.js","/_next/static/immutable/chunks/26c7v3_3uwnwu.js","/_next/static/immutable/chunks/25a3ozcrvi1ff.js","/_next/static/immutable/chunks/2r4wx50nvjh_4.js","/_next/static/immutable/chunks/23fsw06hsi5b1.js","/_next/static/immutable/chunks/06_yt270h41rg.js","/_next/static/immutable/chunks/3ezsiz-7shkna.js","/_next/static/immutable/chunks/20x2y96ldu5wx.js","/_next/static/immutable/chunks/2lxntcm3pd1_h.js","/_next/static/immutable/chunks/00dgco8irq3jw.js","/_next/static/immutable/chunks/00nwe-kq0rboc.js","/_next/static/immutable/chunks/2051ffx3xzio9.js"],"PaperListPageClient"] 30:T875,With advancements in mobile technology and artificial intelligence (AI) methods, there has been a substantial surge in the availability of direct-to-consumer mobile applications (apps) claiming to aid in the assessment and management of diverse skin conditions. Despite widespread patient downloads, these apps exhibit limited evidence supporting their efficacy. To identify and characterize current English-language AI dermatology mobile apps available for download, focusing on aspects such as purpose, supporting evidence, regulatory status, clinician input, data privacy measures, and use of image data. In this cross-sectional study, both Apple and Android mobile app stores were systematically searched for dermatology-related apps that use AI algorithms. Each app's purpose, target audience, evidence-based claims, algorithm details, data availability, clinician input during development, and data usage privacy policies were evaluated. A total of 909 apps were initially identified. Following the removal of 518 duplicates, 391 apps remained. Subsequent review excluded 350 apps due to nonmedical nature, non-English languages, absence of AI features, or unavailability, ultimately leaving 41 apps for detailed analysis. The findings revealed several concerning aspects of the current landscape of AI apps in dermatology. Notably, none of the apps were approved by the US Food and Drug Administration, and only 2 of the apps included disclaimers for the lack of regulatory approval. Overall, the study found that these apps lack supporting evidence, input from clinicians and/or dermatologists, and transparency in algorithm development, data usage, and user privacy. This cross-sectional study determined that although AI dermatology mobile apps hold promise for improving access to care and patient outcomes, in their current state, they may pose harm due to potential risks, lack of consistent validation, and misleading user communication. Addressing challenges in efficacy, safety, and transparency through effective regulation, validation, and standardized evaluation criteria is essential to harness the benefits of these apps while minimizing risks.31:Ta55,ImportanceWith advancements in mobile technology and artificial intelligence (AI) methods, there has been a substantial surge in the availability of direct-to-consumer mobile applications (apps) claiming to aid in the assessment and management of diverse skin conditions. Despite widespread patient downloads, these apps exhibit limited evidence supporting their efficacy.ObjectiveTo identify and characterize current English-language AI dermatology mobile apps available for download, focusing on aspects such as purpose, supporting evidence, regulatory status, clinician input, data privacy measures, and use of image data.Evidence ReviewIn this cross-sectional study, both Apple and Android mobile app stores were systematically searched for dermatology-related apps that use AI algorithms. Each app’s purpose, target audience, evidence-based claims, algorithm details, data availability, clinician input during development, and data usage privacy policies were evaluated.FindingsA total of 909 apps were initially identified. Following the removal of 518 duplicates, 391 apps remained. Subsequent review excluded 350 apps due to nonmedical nature, non-English languages, absence of AI features, or unavailability, ultimately leaving 41 apps for detailed analysis. The findings revealed several concerning aspects of the current landscape of AI apps in dermatology. Notably, none of the apps were approved by the US Food and Drug Administration, and only 2 of the apps included disclaimers for the lack of regulatory approval. Overall, the study found that these apps lack supporting evidence, input from clinicians and/or dermatologists, and transparency in algorithm development, data usage, and user privacy.Conclusions and RelevanceThis cross-sectional study determined that although AI dermatology mobile apps hold promise for improving access to care and patient outcomes, in their current state, they may pose harm due to potential risks, lack of consistent validation, and misleading user communication. Addressing challenges in efficacy, safety, and transparency through effective regulation, validation, and standardized evaluation criteria is essential to harness the benefits of these apps while minimizing risks.32:T751,Several large studies on the burden of skin diseases have been performed in patients recruited in hospitals or clinical centres, thus missing people with skin diseases who do not undergo a clinical consultation. To evaluate the burden of the most common dermatological diseases in adult patients across Europe, in terms of quality of life, work life, and stigmatization. Population-based survey on a representative sample of the European general population aged 18 years or older. Participants who declared to have had one or more skin problem or disease during the previous 12 months completed the Dermatology Life Quality Index questionnaire, and answered questions regarding the impact of their skin disease on daily and work life, anxiety/depression, and stigmatization. The study population included 19,915 individuals, 44.7% of whom were men. Quality of life was particularly impaired in people with hidradenitis suppurativa (HS), and sexually transmitted diseases. About a half of participants with acne, alopecia, or chronic urticaria, and about 40% of those with atopic dermatitis (AD), skin cancers, or psoriasis reported a modest to extremely large effect of the disease on their quality of life. Overall, 88.1% of participants considered their skin disease as embarrassing in personal life and 83% in work life. About half of the respondents reported sleeping difficulty, feeling tired, and impact of the disease on taking care of themselves. Concerning stigmatization, 14.5% felt to have been rejected by others because of the skin disease, and 19.2% to have been looked at with disgust. Anxiety and depression were frequently reported by patients with all the diseases. Skin diseases may heavily affect patients' daily and work life, and cause feelings of stigmatization. An early intervention is needed to avoid consequences on the patients' life course.33:T8d8,AbstractBackgroundSeveral large studies on the burden of skin diseases have been performed in patients recruited in hospitals or clinical centres, thus missing people with skin diseases who do not undergo a clinical consultation.ObjectivesTo evaluate the burden of the most common dermatological diseases in adult patients across Europe, in terms of quality of life, work life, and stigmatization.MethodsPopulation‐based survey on a representative sample of the European general population aged 18 years or older. Participants who declared to have had one or more skin problem or disease during the previous 12 months completed the Dermatology Life Quality Index questionnaire, and answered questions regarding the impact of their skin disease on daily and work life, anxiety/depression, and stigmatization.ResultsThe study population included 19,915 individuals, 44.7% of whom were men. Quality of life was particularly impaired in people with hidradenitis suppurativa (HS), and sexually transmitted diseases. About a half of participants with acne, alopecia, or chronic urticaria, and about 40% of those with atopic dermatitis (AD), skin cancers, or psoriasis reported a modest to extremely large effect of the disease on their quality of life. Overall, 88.1% of participants considered their skin disease as embarrassing in personal life and 83% in work life. About half of the respondents reported sleeping difficulty, feeling tired, and impact of the disease on taking care of themselves. Concerning stigmatization, 14.5% felt to have been rejected by others because of the skin disease, and 19.2% to have been looked at with disgust. Anxiety and depression were frequently reported by patients with all the diseases.ConclusionsSkin diseases may heavily affect patients' daily and work life, and cause feelings of stigmatization. An early intervention is needed to avoid consequences on the patients' life course.25:[[["$","script","0",{"type":"application/ld+json","dangerouslySetInnerHTML":{"__html":"{\"@context\":\"https://schema.org\",\"@type\":\"CollectionPage\",\"name\":\"Skin Diseases: condition Research & Clinical Takeaways\",\"description\":\"Explore peer-reviewed papers on Skin Diseases (condition). Clinician-written summaries and actionable practice insights. 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Accessed January 10, 2024. https://www.isic-archive.com/","article-title":null,"journal-title":null,"doi-asserted-by":null}],"short-title":[],"journal-issue":{"issue":"6","published-print":{"date-parts":[[2024,6,1]]}},"content-domain":{"domain":[],"crossmark-restriction":false},"original-title":[],"container-title":["JAMA Dermatology"],"published-print":{"date-parts":[[2024,6,1]]},"reference-count":14,"published-online":null,"references-count":14,"short-container-title":["JAMA Dermatol"],"is-referenced-by-count":27},"unpaywall":{"doi":"10.1001/jamadermatol.2024.0468","is_oa":false,"title":"Current State of Dermatology Mobile Applications With Artificial Intelligence Features","updated":"2025-06-20T04:27:11+00:00","published_date":"2024-03-07","best_oa_location":null}},"created_at":"2025-09-20T07:52:19.108Z","updated_at":"2025-09-20T09:16:49.282Z","tags":[{"paper_doi":"10.1001/jamadermatol.2024.0468","tag_type":"category","value":"Dermatology","value_numeric":null},{"paper_doi":"10.1001/jamadermatol.2024.0468","tag_type":"condition","value":"Skin Diseases","value_numeric":null},{"paper_doi":"10.1001/jamadermatol.2024.0468","tag_type":"impact_flag","value":"safety_signal","value_numeric":null},{"paper_doi":"10.1001/jamadermatol.2024.0468","tag_type":"level_of_evidence","value":"5","value_numeric":null},{"paper_doi":"10.1001/jamadermatol.2024.0468","tag_type":"modality","value":"Mobile Health App","value_numeric":null},{"paper_doi":"10.1001/jamadermatol.2024.0468","tag_type":"sample_size","value":"n=41","value_numeric":41},{"paper_doi":"10.1001/jamadermatol.2024.0468","tag_type":"study_design","value":"Cross-Sectional Study","value_numeric":null},{"paper_doi":"10.1001/jamadermatol.2024.0468","tag_type":"warning","value":"App availability and features can change rapidly; findings reflect a snapshot of listings.","value_numeric":null},{"paper_doi":"10.1001/jamadermatol.2024.0468","tag_type":"warning","value":"Study design classification is based on the abstract description of a cross-sectional review.","value_numeric":null},{"paper_doi":"10.1001/jamadermatol.2024.0468","tag_type":"warning","value":"The abstract does not specify the timeframe of the app store search.","value_numeric":null}],"summaries":{"what_studied":"A cross-sectional review of English-language dermatology mobile apps using AI, identified from Apple and Android app stores, assessing purpose, evidence claims, regulatory status, clinician input, algorithm/data transparency, and privacy.","key_result":"Of 909 apps identified, 518 were duplicates; 391 remained, and 350 were excluded, leaving 41 for analysis. None had US FDA approval; only 2 disclosed lack of approval, and most lacked supporting evidence, clinician input, and transparency about algorithms, data use, and user privacy.","limitations":"Cross-sectional app-store review limited to English-language apps on Apple and Android. The abstract does not report clinical validation testing or outcomes for these apps.","practice_takeaway":"Counsel patients that current direct-to-consumer AI dermatology apps lack FDA approval and robust validation and may mislead or pose risk. Prefer clinician-led assessment and caution until standardized evaluation and regulation improve."}},{"doi":"10.1111/jdv.18917","pmid":"37806002","title":"Quality of life and stigmatization in people with skin diseases in Europe: A large survey from the ‘burden of skin diseases’ EADV project","journal_title":"Journal of the European Academy of Dermatology and Venereology","journal_issn":"0926-9959","published_at":"2023-10-09T00:00:00.000Z","url":"https://pure.eur.nl/en/publications/c71482d8-9b77-488b-a9e2-d449a891876d","source_score":66,"is_retracted":false,"is_open_access":true,"raw_metadata":{"ooir":{"day":"2023-11-14","doi":"10.1111/jdv.18917","days":"30","issn":"0926-9959","rank":"5","field":"Clinical Medicine","score":"66","category":"Dermatology","categories":["Dermatology"],"_categories":["Dermatology"]},"pubmed":{"doi":"10.1111/jdv.18917","title":"Quality of life and stigmatization in people with skin diseases in Europe: A large survey from the 'burden of skin diseases' EADV project.","journal":"Journal of the European Academy of Dermatology and Venereology : JEADV","methods":"","results":"The study population included 19,915 individuals, 44.7% of whom were men. Quality of life was particularly impaired in people with hidradenitis suppurativa (HS), and sexually transmitted diseases. About a half of participants with acne, alopecia, or chronic urticaria, and about 40% of those with atopic dermatitis (AD), skin cancers, or psoriasis reported a modest to extremely large effect of the disease on their quality of life. Overall, 88.1% of participants considered their skin disease as embarrassing in personal life and 83% in work life. About half of the respondents reported sleeping difficulty, feeling tired, and impact of the disease on taking care of themselves. Concerning stigmatization, 14.5% felt to have been rejected by others because of the skin disease, and 19.2% to have been looked at with disgust. Anxiety and depression were frequently reported by patients with all the diseases.","abstract":"$32","keywords":[],"pubmed_id":"37806002","conclusions":"","publication_date":"2023-10-09T00:00:00"},"crossref":{"DOI":"10.1111/jdv.18917","URL":"https://doi.org/10.1111/jdv.18917","ISSN":["0926-9959","1468-3083"],"link":[{"URL":"https://onlinelibrary.wiley.com/doi/pdf/10.1111/jdv.18917","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"page":"6-14","type":"journal-article","issue":"S7","score":1,"title":["Quality of life and stigmatization in people with skin diseases in Europe: A large survey from the ‘burden of skin diseases’ EADV project"],"author":[{"given":"Paolo","family":"Gisondi","sequence":"first","affiliation":[{"name":"Section of Dermatology and Venereology, Department of Medicine University of Verona Verona Italy"}]},{"given":"Luis","family":"Puig","sequence":"additional","affiliation":[{"name":"Department of Dermatology, Hospital de la Santa Creu i Sant Pau Universitat Autònoma de Barcelona Barcelona Spain"}]},{"given":"Marie Aleth","family":"Richard","sequence":"additional","affiliation":[{"name":"CEReSS‐EA 3279, Research Centre in Health Services and Quality of Life Aix Marseille University, Dermatology Department University Hospital Timone, Assistance Publique Hôpitaux de Marseille, APHM Marseille France"}]},{"given":"Carle","family":"Paul","sequence":"additional","affiliation":[{"name":"INSERM Infinity U1291 Université de Toulouse et CHU Toulouse France"}]},{"given":"Tamar","family":"Nijsten","sequence":"additional","affiliation":[{"name":"Department of Dermatology Erasmus MC Rotterdam The Netherlands"}]},{"given":"Charles","family":"Taieb","sequence":"additional","affiliation":[{"name":"Patients Priority EMMA Fontenay Sous‐Bois France"}]},{"given":"Alex","family":"Stratigos","sequence":"additional","affiliation":[{"name":"Department of Dermatology, Andreas Syggros Hospital, Medical School National and Kapodistrian University of Athens Athens Greece"}]},{"given":"Myrto","family":"Trakatelli","sequence":"additional","affiliation":[{"name":"Second Department of Dermatology and Venerology of Aristotle School of Medicine Papageorgiou Hospital Thessaloniki Greece"}]},{"given":"Carmen","family":"Salavastru","sequence":"additional","affiliation":[{"name":"Department of Pediatric Dermatology Carol Davila University of Medicine and Pharmacy, Colentina Clinical Hospital Bucharest 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one skin problem in the prior 12 months, assessing quality of life (DLQI), work life, anxiety/depression, and stigmatization.","key_result":"Among 19,915 participants (44.7% men), quality of life was most impaired in hidradenitis suppurativa and sexually transmitted diseases; about half of those with acne, alopecia, or chronic urticaria and about 40% with atopic dermatitis, skin cancers, or psoriasis reported a modest to extremely large DLQI impact. Overall, 88.1% felt embarrassed in personal life, 83% at work; ~50% reported sleep difficulty, fatigue, and self-care impact; 14.5% felt rejected and 19.2% felt looked at with disgust; anxiety and depression were frequently reported across diseases.","limitations":"Skin diseases were self-reported without clinical confirmation. Details on country-level differences, response rates, and temporal trends were not provided in the summary.","practice_takeaway":"Expect substantial quality-of-life impairment, stigma, sleep problems, and mental health symptoms across common skin diseases; routinely assess DLQI and screen for anxiety/depression and work-life impact in adult patients."}}],"initialOffset":3,"fetchConfig":{"kind":"tags","tags":[{"tag_type":"condition","value":"Skin Diseases"}]},"breadcrumbItems":[{"name":"Home","href":"/"},{"name":"Research Hub","href":"/hub"},{"name":"Conditions","href":"/hub/tag/condition"},{"name":"Skin Diseases"}],"hrefConfig":{"basePath":"/hub/papers","webViewQueryParams":{"hub_ctx":"tag","hub_tag_type":"condition","hub_tag_value":"Skin Diseases"}}}]]

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