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1.
Skinmed ; 22(2): 90-97, 2024.
Article in English | MEDLINE | ID: mdl-39089991

ABSTRACT

The cult of saints in Western Europe developed during the late period of antiquity and the early Middle Ages. Their importance to European society was undeniable; holy medicine was the only hope for people, because there were no doctors. The number of saints had increased over the years, and people sought medical help from them through prayer and other religious practices. Some of the saints became "specialized" in treating various wounds and dermatologic diseases. During our research, we tried to determine whether the cult of saints led to the develop-ment of hospitals that treated skin diseases, as discovered in the Hospital Brother of Saint Anthony. A large number of saints who were patrons of wounds and skin diseases were collected in three studies. In the first report, we presented a great number of saints who were patrons to treat animal bites. The second report presented patron saints of wounds, ulcers, burns, and frostbites; and the third report decsribed saints who treated contagious diseases (such as ergotism, leprosy, and scabies). The phenomenon of holy medicine is part of the history of dermatology and is important due to "specializations," which refer to an understanding of skin diseases and the methods of treating various wounds and dermatologic diseases.


Subject(s)
Bites and Stings , Humans , Animals , Saints/history , Wounds and Injuries/history , Skin Diseases/history , Skin Diseases/etiology , History, Ancient , Religion and Medicine , Dermatology/history
5.
BMC Prim Care ; 25(1): 297, 2024 Aug 12.
Article in English | MEDLINE | ID: mdl-39135150

ABSTRACT

BACKGROUND: Evidence concerning health care use related to virtual visits is conflicting. More research has been called for regarding the effectiveness of text-based virtual visits (eVisits). Therefore, we investigated patient characteristics, diagnoses, and subsequent health care contacts after eVisits to primary care. METHODS: We conducted a register-based cohort study of eVisits to an all-virtual public primary care unit in Sweden and subsequent health care contacts within 14 days. Data for 2021 were acquired from the regional health care databases. Diagnoses were sorted into relevant diagnostic groups, such as skin diagnoses and respiratory tract diagnoses. Multiple logistic regression was performed with subsequent health care contact as the outcome variable and diagnostic group for the eVisit as the predictor variable. Analyses were adjusted for age, sex, and socioeconomic index. RESULTS: There were 5817 eVisits to a nurse and 4267 eVisits to a general practitioner (N = 10 084). Most patients were 20 to 39 years of age (41.8%). Skin diagnoses were most frequent (47.3%), followed by respiratory tract diagnoses (19.9%). Approximately one-fourth (25.8%) of the patients who completed an eVisit with a nurse or a general practitioner had a subsequent face-to-face visit within 14 days, mostly in primary care. Subsequent contacts were more frequent after an eVisit to a nurse than to a general practitioner. After an eVisit to a general practitioner, patients with infections (especially respiratory tract but also urinary tract) and unspecified diagnoses (especially skin-related) were more likely to require further health care contact compared to a group with various other diagnoses. CONCLUSIONS: eVisits to an all-virtual primary care unit may be appropriate for uncomplicated medical complaints. Nonetheless, the effectiveness of eVisits in terms of substitution of physical visits, and resource utilization in relation to the more complex care needs of a primary care population, should be further studied.


Subject(s)
Primary Health Care , Registries , Humans , Primary Health Care/statistics & numerical data , Male , Female , Adult , Sweden/epidemiology , Middle Aged , Young Adult , Adolescent , Aged , Child , Cohort Studies , Child, Preschool , Infant , Telemedicine , Skin Diseases/therapy , Skin Diseases/epidemiology , Skin Diseases/diagnosis , Infant, Newborn , Respiratory Tract Diseases/therapy , Respiratory Tract Diseases/epidemiology
6.
BMC Prim Care ; 25(1): 290, 2024 Aug 09.
Article in English | MEDLINE | ID: mdl-39123111

ABSTRACT

BACKGROUND: Little is known about the prevalence of dermatoses in "skin-well" geriatric Singaporeans. We aim to identify the prevalence of dermatoses and their associations within the geriatric population in Singapore, and to understand the distribution of dermatological encounters presenting to primary care physicians, and the resultant referral behaviour. METHODS: A joint quantitative-qualitative study was performed across 8 months. Patients aged 65 years and above who visited a local polyclinic for management of non-dermatological chronic diseases were recruited. They were administered questionnaires, and underwent full skin examinations. Online surveys were disseminated to polyclinic physicians under the same healthcare cluster. RESULTS: 201 patients and 53 physicians were recruited. The most common dermatoses identified in patients were benign tumours and cysts (97.5%), and asteatosis (81.6%). For every 1-year increase in age, the odds of having asteatosis increased by 13.5% (95% CI 3.4-24.7%, p = 0.008), and urticarial disorders by 14.6% (95% CI 0.3-30.9%, p = 0.045). Patients who used any form of topical preparations on a daily basis had higher odds of having eczema and inflammatory dermatoses (OR 2.51, 95% CI 1.38 to 4.56, p = 0.003). Physicians reported dermatological conditions involving 20% of all clinical encounters. Eczema represented the most commonly reported dermatosis within the first visit. 50% of dermatology referrals were done solely at the patient's own request. CONCLUSION: The prevalence of dermatoses in the elderly in Singapore is high, especially asteatosis. Prompt recognition by the primary healthcare provider potentially prevents future morbidity. Outreach education for both primary care physicians and the general public will be key. ETHICS APPROVAL: National Healthcare group (NHG) Domain Specific Review Board (DSRB), Singapore, under Trial Registration Number 2020/00239, dated 11 August 2020.


Subject(s)
Skin Diseases , Humans , Singapore/epidemiology , Aged , Skin Diseases/epidemiology , Male , Female , Cross-Sectional Studies , Prevalence , Aged, 80 and over , Surveys and Questionnaires , Referral and Consultation/statistics & numerical data , Southeast Asian People
7.
Skin Res Technol ; 30(8): e13875, 2024 Aug.
Article in English | MEDLINE | ID: mdl-39120064

ABSTRACT

BACKGROUND: Recent studies increasingly suggest that microbial infections and the immune responses they elicit play significant roles in the pathogenesis of chronic inflammatory skin diseases. This study uses Mendelian randomization (MR) and Bayesian weighted Mendelian randomization (BWMR) to explore the causal relationships between immune antibody responses and four common skin diseases: psoriasis, atopic dermatitis (AD), rosacea, and vitiligo. METHODS: We utilized summary statistics from genome-wide association studies (GWAS) for antibody responses to 13 infectious pathogens and four skin diseases. Single nucleotide polymorphisms (SNPs) were selected as instrumental variables (IVs) to assess causal relationships using multiple MR methods, including inverse variance weighted (IVW), MR Egger, and weighted median. BWMR was also employed to confirm findings and address potential pleiotropy. RESULTS: The IVW analysis identified significant associations between specific antibody responses and the skin diseases studied. Key findings include protective associations of anti-Epstein-Barr virus (EBV) IgG seropositivity and Helicobacter pylori UREA antibody levels with psoriasis and AD. anti-chlamydia trachomatis IgG seropositivity, anti-polyomavirus 2 IgG seropositivity, and varicella zoster virus glycoprotein E and I antibody levels were negatively associated with rosacea, while EBV Elevated levels of the early antigen (EA-D) antibody levels and HHV-6 IE1B antibody levels were positively associated with rosacea. H. pylori Catalase antibody levels were protectively associated with vitiligo, whereas anti-herpes simplex virus 2 (HSV-2) IgG seropositivity was positively associated with vitiligo. The BWMR analysis confirmed these associations. CONCLUSION: This study underscores the significant role of H. pylori and other pathogens in these skin diseases, suggesting both protective and exacerbating effects depending on the specific condition. Understanding these pathogen-immune interactions can lead to the development of more effective, personalized treatments and preventative strategies, ultimately improving patient outcomes and quality of life.


Subject(s)
Bayes Theorem , Genome-Wide Association Study , Mendelian Randomization Analysis , Polymorphism, Single Nucleotide , Humans , Dermatitis, Atopic/immunology , Dermatitis, Atopic/genetics , Dermatitis, Atopic/microbiology , Dermatitis, Atopic/blood , Rosacea/immunology , Rosacea/genetics , Vitiligo/genetics , Vitiligo/immunology , Antibody Formation/genetics , Psoriasis/immunology , Psoriasis/genetics , Skin Diseases/immunology , Skin Diseases/genetics
8.
Medicine (Baltimore) ; 103(32): e39139, 2024 Aug 09.
Article in English | MEDLINE | ID: mdl-39121273

ABSTRACT

Calcinosis cutis is classified into 5 main types: dystrophic, metastatic, idiopathic, iatrogenic, and calciphylaxis. However, it is occasionally misdiagnosed as a malignancy and its management remains challenging. Therefore, in this study, we report our diagnostic and treatment experiences with patients with calcinosis cutis and suggest strategies for improving patient care. This retrospective study included 7 patients (4 men, 3 women; 44.4 ±â€…32.0 years old) who visited our hospital between March 2013 and December 2022 and were diagnosed with calcinosis cutis through histopathological procedures. The patients underwent complete excision of the mass without a safety margin. Frozen biopsy was not performed during surgery. No significant intraoperative or postoperative complications were noted after the application of various imaging techniques for diagnosis and follow-up. All patients showed complete recovery. Follow-up showed no recurrence or complications in the 6 patients who completed 1 year of follow-up. Radiological tests such as plain radiography, ultrasonography, computed tomography, and magnetic resonance imaging are important for accurate diagnosis and treatment of calcinosis cutis. This approach can ensure precise assessment of preoperative lesions, leading to safe and less invasive patient treatment, recurrence prevention, and complications of calcinosis cutis.


Subject(s)
Calcinosis , Skin Diseases , Humans , Calcinosis/diagnosis , Calcinosis/diagnostic imaging , Calcinosis/surgery , Retrospective Studies , Female , Male , Adult , Middle Aged , Skin Diseases/diagnosis , Skin Diseases/pathology , Skin Diseases/surgery , Calcinosis Cutis
9.
Int J Mol Sci ; 25(15)2024 Jul 25.
Article in English | MEDLINE | ID: mdl-39125670

ABSTRACT

The focus of dermatology has increasingly shifted towards exploring new and innovative approaches [...].


Subject(s)
Dermatology , Skin Diseases , Humans , Dermatology/trends , Skin Diseases/therapy , Skin Diseases/drug therapy , Molecular Targeted Therapy/methods
10.
Int J Cosmet Sci ; 46(4): 590-597, 2024 Aug.
Article in English | MEDLINE | ID: mdl-39113293

ABSTRACT

The stratum corneum (SC), the outermost epidermal layer, plays a pivotal role in skin barrier function. This review delves into the intricate process of protein degradation within the stratum corneum, elucidating the roles of specific enzymes, regulatory mechanisms and the consequent impact on various skin conditions. Protein degradation is a finely tuned process, orchestrated by a suite of proteolytic enzymes like kallikreins. These enzymes are responsible for the breakdown of corneodesmosomes and the orderly desquamation of corneocytes, a process essential for skin homeostasis. Another critical enzymatic process is the breakdown of proteins like filaggrin and the generation of amino acids and their derivatives, required in the physiological water-handling properties of the SC. Regulation of these proteolytic activities is complex, involving a balance between endogenous inhibitors and other factors like pH, hydration and environmental stressors. Dysregulation of protease activity is linked to a spectrum of skin conditions, ranging from xerosis to inflammatory diseases like atopic dermatitis and psoriasis. Aberrant protein degradation can lead to compromised skin barrier function, increased tissue water loss and heightened susceptibility to infections and allergens. Understanding the factors affecting protein degradation can inform the development of targeted skincare products. Advances in biochemistry and dermatology have paved the way for the search for active ingredients designed to modulate protease activity. Such innovations may offer promising therapeutic avenues for enhancing skin barrier function and treating skin disorders. This review underscores the significance of enzymatic protein degradation in the SC and its regulatory mechanisms. It provides insights into the pathophysiology of skin diseases and outlines the potential for novel skincare interventions. By bridging the gap between fundamental research and practical applications, this article aims to inspire further investigation for better understanding of skin physiology and innovation in the realm of skincare product development.


La couche cornée (stratum corneum, SC), la couche épidermique la plus externe, joue un rôle essentiel dans la fonction de barrière cutanée. Cette revue se penche sur le processus complexe de dégradation des protéines au sein de la couche cornée, ce qui explique les rôles des enzymes spécifiques, les mécanismes de régulation et l'impact qui en résulte sur diverses affections cutanées. La dégradation des protéines est un processus subtil, orchestré par une série d'enzymes protéolytiques telles que les kallikréines. Ces enzymes sont responsables de la décomposition des cornéodesmosomes et de la desquamation ordonnée des cornéocytes, un processus essentiel à l'homéostasie de la peau. Un autre processus enzymatique essentiel est la dégradation des protéines telles que la filaggrine et la génération d'acides aminés et de leurs dérivés, nécessaires aux propriétés physiologiques de traitement de l'eau de la SC. La régulation de ces activités protéolytiques est complexe, impliquant un équilibre entre les inhibiteurs endogènes et d'autres facteurs tels que le pH, l'hydratation et les facteurs de stress environnementaux. Le dérèglement de l'activité de la protéase est lié à un spectre d'affections cutanées, allant de la xérose à des maladies inflammatoires telles que la dermatite atopique et le psoriasis. Une dégradation aberrante des protéines peut compromettre la fonction de barrière cutanée, augmenter la perte d'eau tissulaire et augmenter la sensibilité aux infections et aux allergènes. Comprendre les facteurs affectant la dégradation des protéines peut contribuer au développement de produits de soins de la peau ciblés. Les progrès en biochimie et en dermatologie ont ouvert la voie à la recherche de principes actifs conçus pour moduler l'activité de la protéase. Ces innovations peuvent offrir des pistes thérapeutiques prometteuses pour améliorer la fonction de la barrière cutanée et traiter les troubles cutanés. Cette revue souligne l'importance de la dégradation enzymatique des protéines dans la SC et ses mécanismes de régulation. Elle fournit des informations sur la physiopathologie des maladies cutanées et souligne le potentiel de nouvelles interventions pour soins de la peau. En comblant le fossé entre la recherche fondamentale et les applications pratiques, cet article vise à inspirer des recherches supplémentaires pour mieux comprendre la physiologie de la peau et l'innovation dans le domaine du développement de produits de soins de la peau.


Subject(s)
Epidermis , Filaggrin Proteins , Humans , Epidermis/metabolism , Proteolysis , Skin/metabolism , Skin Diseases/metabolism
11.
Int J Cosmet Sci ; 46(4): 553-565, 2024 Aug.
Article in English | MEDLINE | ID: mdl-39113309

ABSTRACT

The term natural oil refers to a fixed (non-volatile) oil of animal or plant origin. These types of oils - in contrast to essential (volatile) oils, which are obtained by steam distillation methods of plant matter - are typically obtained from plant seeds and nuts by a mechanical pressing technique or solvent extraction. The natural movement in cosmetics of the 21st century has led to renewed interest in formulating skin care products with botanical ingredients. In this article, we discuss the benefits and caveats of natural oil treatments as moisturizing agents (as occlusives and emollients) as well as their utility in wound healing and treatment of skin diseases. We also address the paradoxical behaviour of natural oils in relation to barrier function and highlight the current state of our knowledge with respect to the use of natural oils in neonatal skin care. Finally, we provide a comparison of natural oils to conventional petroleum-based oils.


Le terme huile naturelle fait référence à une huile fixe (non volatile) d'origine animale ou végétale. Ces types d'huiles, contrairement aux huiles essentielles (volatiles) qui sont obtenues par des méthodes de distillation à la vapeur de matières végétales, sont généralement obtenues à partir de graines et de noix de plantes par une technique de pressage mécanique ou d'extraction par solvant. Le mouvement naturel des cosmétiques du XXI siècle a suscité un regain d'intérêt pour la formulation de produits de soins pour la peau à base d'ingrédients botaniques. Dans cet article, nous examinons les avantages et les mises en garde des traitements à base d'huiles naturelles en tant qu'agents hydratants (comme occlusifs et émollients), ainsi que leur utilité dans la cicatrisation des plaies et le traitement des maladies de la peau. Nous abordons également le comportement paradoxal des huiles naturelles par rapport à la fonction barrière et mettons en évidence l'état actuel de nos connaissances en ce qui concerne l'utilisation des huiles naturelles dans les soins de la peau néonatale. Enfin, nous comparons les huiles naturelles aux huiles conventionnelles à base de pétrole.


Subject(s)
Skin Diseases , Humans , Skin Diseases/drug therapy , Plant Oils/pharmacology , Plant Oils/chemistry , Plant Oils/therapeutic use , Wound Healing/drug effects , Skin/drug effects , Cosmetics
12.
Exp Dermatol ; 33(8): e15158, 2024 Aug.
Article in English | MEDLINE | ID: mdl-39115029

ABSTRACT

S100 proteins comprise a family of structurally related proteins that are calcium-sensitive. S100 proteins have been found to play various roles in regulation of cell apoptosis, cell proliferation and differentiation, cell migration and invasion, energy metabolism, calcium homeostasis, protein phosphorylation, anti-microbial activity and inflammation in a variety of cell types. While the specific function of many S100 proteins remains unknown, some of the S100 proteins serve as disease biomarkers as well as possible therapeutic targets in skin diseases. Interface dermatitis (ID) is a histopathological term that covers many different skin conditions including cutaneous lupus erythematosus, lichen planus, and dermatomyositis. These pathologies share similar histological features, which include basal cell vacuolization and lymphocytic infiltration at the dermal-epidermal junction. In this review, we summarize how the S100 protein family contributes to both homeostatic and inflammatory processes in the skin. We also highlight the role of S100 proteins in neuronal signalling, describing how this might contribute to neuroimmune interactions in ID and other skin pathologies. Last, we discuss what is known about the S100 family proteins as both biomarkers and potential treatment targets in specific pathologies.


Subject(s)
Homeostasis , S100 Proteins , Skin , Humans , S100 Proteins/metabolism , Skin/metabolism , Skin/pathology , Dermatitis/metabolism , Skin Diseases/metabolism , Biomarkers/metabolism , Animals
13.
Support Care Cancer ; 32(9): 577, 2024 Aug 08.
Article in English | MEDLINE | ID: mdl-39112734

ABSTRACT

IMPORTANCE: Patients undergoing cancer treatment experience a multitude of skin, hair, and nail adverse events, prompting them to use non-evidence-based and often restrictive over-the-counter (OTC) recommendations to alleviate their symptoms. Comprehensively assessing evidence-based OTC modalities is crucial to enable cancer patients to comfortably resume their lives post-treatment and integrate clinically sound practices into their self-care routines. OBJECTIVE: Perform a systematic review and assessment of evidence-based OTC skin, hair, and nail care recommendations for adult patients undergoing cancer treatment. EVIDENCE REVIEW: PubMed, Cochrane, Embase, and Medline databases were searched in March 2023 to identify English articles addressing OTC skin, hair, and nail care recommendations for adult patients before, during, and after cancer chemotherapy or radiation therapy (RT). Quality was assessed with Oxford Centre for Evidence Based Medicine criteria. FINDINGS: 2192 unique articles were screened, of which 77 met inclusion criteria consisting of 54 randomized controlled trials (RCT), 8 non-randomized controlled cohorts, 1 non-randomized controlled clinical trial, 3 controlled prospective cohorts, 4 prospective cohorts, 2 controlled clinical trials, 1 prospective comparative study, 2 case reports, and 2 case series discussing 9322 patients. An additional article outside of our database search was included for a total of 78 articles. OTC skin care treatments with the best quality of evidence included moisturizing creams. Our review revealed a paucity of evidence-based hair and nail care practices. CONCLUSIONS AND RELEVANCE: This systematic review serves to highlight the efficacy of diverse OTC skin, hair, and nail care recommendations for adult cancer patients while encouraging further clinical trials to establish evidence-based management guidelines.


Subject(s)
Nail Diseases , Neoplasms , Nonprescription Drugs , Humans , Neoplasms/therapy , Neoplasms/radiotherapy , Nonprescription Drugs/administration & dosage , Nonprescription Drugs/therapeutic use , Adult , Nail Diseases/therapy , Skin Care/methods , Skin Diseases/therapy
14.
BMC Med Educ ; 24(1): 848, 2024 Aug 07.
Article in English | MEDLINE | ID: mdl-39112981

ABSTRACT

BACKGROUND: Skin diseases in patients with skin of colour (Fitzpatrick skin types IV to VI) are underrepresented in dermatology training, which may lead to lower quality of care for these patients. To address this underrepresentation in medical education, a newly developed seminar on skin type diversity using an interactive teaching method was implemented in an undergraduate medical curriculum. This study examined the effects of a seminar on the self-assessed competence of medical students in managing skin conditions in patients with skin of colour. METHODS: A questionnaire survey was conducted among fourth-year undergraduate medical students at the University of Hamburg (Germany) between October 2023 and February 2024. Students' self-assessed competence was compared before and after the obligatory seminar (pre- and post-design). RESULTS: In total, 158 students participated in the survey. After the seminar, knowledge of the presentation of skin diseases in patients with skin of colour and the associated psychological burden, differences in the incidence of skin diseases in different skin types, and the ability to diagnose skin diseases in darker skin types increased. Most participants stated that they wanted to attend more courses on this topic. DISCUSSION: Appropriate courses for medical students can improve their competence in managing different skin diseases in patients with skin of colour. In the future, more attention should be paid to teaching the diversity of skin types in dermatology education.


Subject(s)
Clinical Competence , Curriculum , Education, Medical, Undergraduate , Self-Assessment , Skin Diseases , Skin Pigmentation , Students, Medical , Humans , Skin Diseases/therapy , Skin Diseases/diagnosis , Male , Female , Dermatology/education , Surveys and Questionnaires , Germany , Adult , Young Adult
15.
Aust J Gen Pract ; 53(8): 554-557, 2024 Aug.
Article in English | MEDLINE | ID: mdl-39099119

ABSTRACT

BACKGROUND AND OBJECTIVES: Climate change is one of the biggest threats to the healthcare sector. In addition, healthcare contributes significantly to greenhouse gas emissions. Virtual consultations are a growing tool to assess patients. The carbon emissions from virtual consultations have the potential to be much smaller than in-person consultations, predominantly through reduced transportation. This study assesses the carbon footprint of general practitioner referrals for skin lesions evaluated by a store-and-forward teledermatology service compared to an estimated equivalent in-person review. METHOD: The carbon footprint of virtual consultations for skin lesions was compared to estimated equivalent in-person reviews based on the average transportation modalities in New Zealand. RESULTS: Virtual consultations for 484 patients resulted in an average saving of 48 km and 11.17 kg carbon dioxide equivalent per consultation compared to equivalent in-person review. DISCUSSION: This study encourages the use of store-and-forward skin lesion assessment as a way of reducing carbon emissions in the healthcare sector.


Subject(s)
Carbon Footprint , Humans , Carbon Footprint/statistics & numerical data , New Zealand , Male , Female , Skin Diseases/diagnosis , Referral and Consultation/statistics & numerical data , Referral and Consultation/standards , Telemedicine/statistics & numerical data , Middle Aged , Adult , Remote Consultation/statistics & numerical data
16.
Ann Plast Surg ; 93(2S Suppl 1): S51-S54, 2024 Aug 01.
Article in English | MEDLINE | ID: mdl-39101849

ABSTRACT

BACKGROUND: Immunosuppressive therapy is essential for to prevent graft rejection in renal transplant patients; however, it is associated with elevating the risk of several pathologies in these patients particularly infectious and neoplastic conditions. In this study, we explore the diagnosis and treatment of skin lesions in renal transplant patients. METHODS: A retrospective chart review of 12 renal transplant recipients referred to plastic and reconstructive surgery with skin lesions from 2000 to 2020 was performed. RESULTS: The mean age of the 12 patients was 49.6 years. Time to plastic surgery after renal transplantation ranged between 1 and 16 years. Nine cases of basal cell carcinoma, 2 cases of squamous cell carcinoma, and 1 case of skin and soft tissue infection of the lower extremity and cutaneous extranodal NK/T-cell lymphoma, nasal type was observed. Flaps, skin grafts, and artificial dermis grafts constitute the main reconstructive methods. There were no postoperative infections or wound dehiscence. CONCLUSIONS: Cutaneous infections and skin malignancy account for most of the skin lesions developing after renal transplantation. Posttransplant lymphoproliferative disorder warrants equal attention and should not be disregarded. Early diagnosis and treatment significantly improve prognosis as patients with longer duration of transplant were found to have more aggressive tumors. Plastic and reconstructive surgery offers a safe therapeutic method of treatment in these cases.


Subject(s)
Kidney Transplantation , Humans , Kidney Transplantation/adverse effects , Retrospective Studies , Middle Aged , Male , Female , Adult , Skin Neoplasms/diagnosis , Skin Neoplasms/surgery , Postoperative Complications/diagnosis , Postoperative Complications/etiology , Postoperative Complications/epidemiology , Postoperative Complications/therapy , Plastic Surgery Procedures/methods , Aged , Skin Diseases/diagnosis , Skin Diseases/etiology , Skin Diseases/surgery
19.
Nat Commun ; 15(1): 5649, 2024 Jul 05.
Article in English | MEDLINE | ID: mdl-38969632

ABSTRACT

Large language models (LLMs) are seen to have tremendous potential in advancing medical diagnosis recently, particularly in dermatological diagnosis, which is a very important task as skin and subcutaneous diseases rank high among the leading contributors to the global burden of nonfatal diseases. Here we present SkinGPT-4, which is an interactive dermatology diagnostic system based on multimodal large language models. We have aligned a pre-trained vision transformer with an LLM named Llama-2-13b-chat by collecting an extensive collection of skin disease images (comprising 52,929 publicly available and proprietary images) along with clinical concepts and doctors' notes, and designing a two-step training strategy. We have quantitatively evaluated SkinGPT-4 on 150 real-life cases with board-certified dermatologists. With SkinGPT-4, users could upload their own skin photos for diagnosis, and the system could autonomously evaluate the images, identify the characteristics and categories of the skin conditions, perform in-depth analysis, and provide interactive treatment recommendations.


Subject(s)
Dermatology , Skin Diseases , Humans , Skin Diseases/diagnosis , Dermatology/methods , Skin/pathology
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