Improving access to dermatology specialist care: review of a dermatologist- and general practitioner-integrated clinic model.

Introduction This study presents an innovative model of integrated dermatology service delivery. Kauri HealthCare (KHC) is a general practice serving around 19 000 patients in Palmerston North, New Zealand. A 'mini clinic' is provided by an on-site dermatologist that is available for patients of KHC. Referring practitioners are required to attend with the patient to present their case and seek dermatologist input. This allows for patients to receive a specialist opinion, as well as for the referrer to receive practical and academic teaching, record findings, and arrange any further investigations, follow-up, or management. Aim To describe the nature of patient presentations and clinical outcomes of a novel dermatologist-general practitioner integrated clinic based in a provincial healthcare practice. Methods Descriptive analysis of all referrals to the Kauri HealthCare dermatology mini clinic from April 2017 to December 2022. Results During the study period, 964 diagnoses were recorded across 806 patients booked into the mini clinic. The most common presenting conditions were: (1) eczema; (2) psoriasis; (3) actinic keratoses; (4) naevi; and (5) seborrheic keratosis. Practitioners sought dermatology opinion on the diagnosis and/or management of skin conditions. Further referral to secondary care was not required for 86% of patients. Discussion Improvements could be made to better serve those of Maori and Pacific ethnicity, or living in high socioeconomic deprivation. Results indicate where teaching could be prioritised for practitioners, postgraduates, and medical students. Overall, this is an innovative clinic model, which seeks to provide equitable care, medical education, and collaboration between primary and secondary services.

Excision pathways for keratinocyte cancers diagnosed by teledermatology: a retrospective review.

Introduction The New Zealand population has one of the highest incidences of skin cancer in the world. Hospital waiting lists for surgical excision of keratinocytic skin cancers (basal cell carcinoma and squamous cell carcinoma) are lengthy, and increasingly, excisions are undertaken in primary care. Teledermatology, in response to general practitioners' electronic referrals (e-referrals), can improve clinical communication between general practitioners and dermatologists. Aim The aim of this study was to evaluate an excision pathway for keratinocytic cancers diagnosed by teledermatology. Methods A retrospective observational descriptive review of a 3-month cohort of primary care e-referrals was undertaken. Results Three hundred and fifty eight suspected keratinocytic cancers (KCs) were diagnosed by teledermatology; histology reports confirmed KC in 201 of 267 excisions (75%). The majority (77.2%) were excised by general practitioners an average of 25 days after the dermatologist's recommendation. The rest were excised by plastic surgeons in private (3.4%) or at a public hospital (19.5%) after an average of 40 or 134 days, respectively. Discussion E-referral pathways are now widely implemented. However, the ideal workflow for skin cancer management is unknown. We have demonstrated in New Zealand that surgery can be undertaken in primary care within a month of a teledermatology diagnosis and excision recommendation. Conclusion This study reports prompt excision of KCs by general practitioners after an e-referral and a teledermatology response.

Skin color reporting in squamous cell carcinoma-related randomized controlled trials in top dermatology journals: a systematic review.

The objectives are to determine the frequency that skin color is reported in randomized controlled trials (RCTs) involving squamous cell carcinoma (SCC) detection and treatment in leading dermatology journals. A systematic review of RCTs involving SCC was conducted among the top ten most impactful dermatology journals from inception to July 10th, 2023. Studies were included if they reviewed the treatment, prevention, or detection of SCC, involved patients directly and were classified as traditional RCTs. Studies were considered positive for reporting SOC if there was any demographic data in the methods or results of the following terms: Fitzpatrick scale, race, ethnicity, sunburn tendency, or skin of color. Of the 39 studies which were identified, 23 reported data related to skin color data (59.0%). White individuals were the most reported in these studies (56.5%). Subgroup analysis was conducted, and no statistical significance was found for study location, year of publication, or funding source. Skin color impacts skin cancer detection, predominant location of tumors, and recurrence. Less than 60% of high-quality RCTs related to SCC in top global dermatology journals included skin color among the demographic traits of study participants. Subgroup analysis demonstrated no improvement in reporting over the past 2 decades. Further research is needed to understand the reason for low skin color reporting rates among SCC-related RCTs and the impact this has on society.

Teledermatology Platforms Usage and Barriers: A Cross-Sectional Analysis of United States-Based Dermatologists Pre- and Post-COVID-19.

BACKGROUND: During the global COVID-19 pandemic, dermatologists increasingly adopted teledermatology to facilitate patient care. OBJECTIVE: To identify differences in teledermatology platform usage and functionality among dermatologists as a means of understanding the potential effect on virtual healthcare access. METHODS: Results from a 2021 cross-sectional pre-validated survey distributed to actively practicing United States dermatologists were analyzed based on timepoint when teledermatology was adopted relative to COVID-19, previous/currently used platforms, self-reported platform functionality, and barriers to teledermatology implementation. Analysis was performed using chi-square and odds ratios (OR) with 95% confidence intervals (95% CI) for categorical data and single-factor analysis of variance (ANOVA) with post-hoc Tukey-Kramer for continuous data. P<.05 was considered significant. RESULTS: Early adopters (EAs) trialed significantly more (2.3 vs 1.9, P=0.02) platforms than (post) COVID adopters (CAs) before choosing their current platform. More EAs reported using platforms capable of uploading images (P=.002), required a mobile application (P=.006), and allowed staff to join patient encounters (P<.001). While poor image quality was the most cited barrier to implementation, CAs and non-adaptors (NAs) were materially more likely to cite it as their largest barrier to teledermatology. LIMITATIONS: The retrospective nature of the study and potential response bias. CONCLUSION: Dermatologists' use of teledermatology materially correlates with their teledermatology-adoption timepoint, and future usage may be materially impacted by the end of the COVID-19 public health emergency. Future studies should aim at how implementation and barriers to teledermatology usage may impact access to care. J Drugs Dermatol. 2024;23(2): doi:10.36849/JDD.7819e.

Basic principles of artificial intelligence in dermatology explained using melanoma.

The use of artificial intelligence (AI) continues to establish itself in the most diverse areas of medicine at an increasingly fast pace. Nevertheless, many healthcare professionals lack the basic technical understanding of how this technology works, which severely limits its application in clinical settings and research. Thus, we would like to discuss the functioning and classification of AI using melanoma as an example in this review to build an understanding of the technology behind AI. For this purpose, elaborate illustrations are used that quickly reveal the technology involved. Previous reviews tend to focus on the potential applications of AI, thereby missing the opportunity to develop a deeper understanding of the subject matter that is so important for clinical application. Malignant melanoma has become a significant burden for healthcare systems. If discovered early, a better prognosis can be expected, which is why skin cancer screening has become increasingly popular and is supported by health insurance. The number of experts remains finite, reducing their availability and leading to longer waiting times. Therefore, innovative ideas need to be implemented to provide the necessary care. Thus, machine learning offers the ability to recognize melanomas from images at a level comparable to experienced dermatologists under optimized conditions.

Teledermatology in Atopic Dermatitis: A Systematic Review.

Telemedicine use has been increasing especially during the COVID-19 pandemic. Various studies have outlined benefits of telemedicine including improving health equity, reducing wait times, and cost-effectiveness. Skin diseases such as atopic dermatitis (AD) may potentially be managed via telemedicine. However, there are no evidence-based recommendations for best practices in telemedicine for assessing AD patients. The objective of this review is to assess and summarize current evidence on telemedicine modalities for AD. This review will assess patient outcomes from various telemedicine models for AD. A review protocol was developed according to the Preferred Reporting Items for Systematic Review and Meta-Analyses (PRISMA) statement. Two reviewers independently screened potential studies and extracted data. Studies were included if they evaluated any telemedicine assessment for AD. Of 2719 identified records, 5 reports were included. Two reports used the direct-access online model, 1 used web-based consultation, 1 used e-health through a personal eczema portal, and 1 used an online platform and mobile application. All models were variations of the asynchronous, store and forward model. In all the included reports, teledermatology for the follow-up of patients with AD was effective and equivalent when compared to in-person appointments or standard treatment for their respective key outcome measures. However, it is unclear what the most effective teledermatology model is due to significant heterogeneity between studies. Teledermatology may serve as an important tool for triaging and follow-up of patients with AD. More studies are needed to determine which teledermatology models are most effective for virtual assessment of AD.

Quality of life measurement in teledermatology. Position statement of the European Academy of Dermatology and Venereology Task Forces on Quality of Life and Patient Oriented Outcomes and Teledermatology.

Many events, including the COVID-19 pandemic, have accelerated the implementation of teledermatology pathways within dermatology departments and across healthcare organizations. Quality of Life (QoL) assessment in dermatology is also a rapidly developing field with a gradual shift from theory to practice. The purpose of this paper organized jointly by the European Academy of Dermatology and Venereology (EADV) Task Force (TF) on QoL and patient-oriented outcomes and the EADV TF on teledermatology is to present current knowledge about QoL assessment during the use of teledermatology approaches, including data on health-related (HR) QoL instruments used in teledermatology, comparison of influence of different treatment methods on HRQoL after face-to-face and teledermatology consultations and to make practical recommendations concerning the assessment of QoL in teledermatology. The EADV TFs made the following position statements: HRQoL assessment may be an important part in most of teledermatology activities; HRQoL assessment may be easily and effectively performed during teledermatology consultations. It is especially important to monitor HRQoL of patients with chronic skin diseases during lockdowns or in areas where it is difficult to reach a hospital for face-to-face consultation; regular assessment of HRQoL of patients with skin diseases during teledermatology consultations may help to monitor therapy efficacy and visualize individual patient's needs; we recommend the use of the DLQI in teledermatology, including the use of the DLQI app which is available in seven languages; it is important to develop apps for dermatology-specific HRQoL instruments for use in children (for example the CDLQI and InToDermQoL) and for disease-specific instruments.

Store-and-forward (asynchronous) doctor-to-dermatologist non-skin cancer specific teledermatology services in Australia: A scoping review.

Store-and-forward teledermatology (SAFT) has become increasingly popular as a means to increase access to specialist care and address healthcare disparities such as those experienced by rural communities. A contemporary systematic overview of the Australian SAFT services and outcomes for all dermatological conditions is missing. This scoping review provides an overview of Australian SAFT models. Twelve studies were identified through web databases, grey literature sites and reference lists of eligible articles. Eligibility criteria included studies evaluating doctor-to-dermatologist Australian SAFT services provided to Australians for all skin conditions but excluded the studies that solely focused on skin cancers. Data on study design, setting, population, SAFT model, referral characteristics, patient, and general practitioner perspectives, diagnostic concordance, and measured outcomes such as follow up, investigation and waiting time were extracted. Quality of the included studies was assessed using CASP tools. Synthesis reveals that SAFT can be used for patients with any dermatological condition, provides more accurate diagnostics compared to cases without dermatologist input, may reduce waiting times for dermatological expertise, and users generally had positive experiences with SAFT. Although results are positive, this review reveals the heterogenous nature of the literature on SAFT in Australia and a need to establish a uniform approach to assessing the outcomes and impacts of such services.

Best Practices for Research in Virtual and Augmented Reality in Dermatology.

Virtual reality (VR) and augmented reality (AR) technologies have advanced rapidly in recent years. These cutting-edge technologies provide dermatology researchers, educators, proceduralists, and patients with opportunities in new scientific horizons. VR is a technology that facilitates immersive human experiences by allowing users to connect with various simulated environments through natural head and hand movements, whereas AR supplements a user's perception of their real environment with virtual elements. Despite technological advancements, there is limited literature on the methodological steps for conducting rigorous VR and AR research in dermatology. Effective storyboarding, user-driven design, and interdisciplinary teamwork play a central role in ensuring that VR/AR applications meet the specific needs of dermatology clinical and research teams. We present a step-by-step approach for their design, team composition, and evaluation in dermatology research, medical education, procedures, and habit formation strategies. We also discuss current VR and AR dermatology applications and the importance of ethical and safety considerations in deploying this new technology.

Challenges in Early Diagnosis of Melanoma Using Tele-Dermatology.

Numerous classification systems have been developed over the years, systems which not only provide assistance to dermatologists, but also enable individuals, especially those living in areas with low medical access, to get a diagnosis. In this paper, a Machine Learning model, which performs a binary classification, and, which for the remainder of this paper will be abbreviated as ML model, is trained and tested, so as to evaluate its effectiveness in giving the right diagnosis, as well as to point out the limitations of the given method, which include, but are not limited to, the quality of smartphone images, and the lack of FAIR image datasets for model training. The results indicate that there are many measures to be taken and improvements to be made, if such a system were to become a reliable tool in real-life circumstances.

Dark Skin Representation in Mobile Applications for Dermatology Education: A Scoping Review.

There is increasing recognition regarding the need to represent ethnic diversity within dermatology education. Past evaluation of dermatology textbooks has demonstrated that depiction of dark skin makes up to 4.5%-19.9% of total photographs. The present study reviewed the representation of dark skin photography and diseases in dermatologic educational resources provided through mobile application technology. Of the 518 mobile applications reviewed, 18 were included in this analysis. A total of 6,645 in-app photographs were categorized in Fitzpatrick skin types I-IV (5,975 photographs, 89.9%), Fitzpatrick skin types V and VI (459 photographs, 6.9%), or uncertain (211 photographs, 3.2%). The degree of photographs depicting Fitzpatrick skin types V and VI ranged from 0.0% to 17.7% between different mobile applications. This was significantly different from past results derived from photographic depictions in dermatology textbooks-suggestive of fewer depictions within applications (P < 0.001). In addition, the number of mobile applications presenting educational information regarding four conditions that affect people with darker skin tones varied considerably: central centrifugal cicatricial alopecia (3 applications, 16.7%), melasma (9 applications, 50.0%), acral lentiginous melanoma (8 applications, 44.4%), and keloid scarring (11 applications, 61.1%). Overall, there is a limited depiction of darker skin tones and conditions that affect those with darker skin tones within educational mobile applications aimed at students and professionals in dermatology.

A practical guide to clinical photography prior to skin biopsy: key tips and proposed workflow.

High-quality clinical photography has become an integral part of dermatology in the context of patient evaluation and monitoring, clinical teaching, and research. Technological advancements in smartphones have allowed dermatologists to incorporate photography in workflows; however, acquiring quality photos poses its own challenges. Outlining a best practice approach to image capture prior to biopsy will facilitate establishing a team-based approach for the implementation of clinical photography in workflow. We propose this guide with the intent of improving patient care though photography in the clinical setting and the goal of integrating high-quality photography into routine clinical practice.

Digital health interventions in dermatology-Mapping technology and study parameters of systematically identified publications.

Digital health interventions (DHI) potentially improve the efficiency and effectiveness of dermatological care. Currently, an overview clustering and characterizing the evidence on DHIs is missing. This systematic mapping of the literature aims to analyse published research on DHIs in dermatology to identify trends and gaps in research. For this purpose, a systematic search of the MEDLINE database was conducted in August 2022 to identify original publications on DHIs in dermatology. Data on country, targeted audience, DHI category, indication, outcome parameter and study design were extracted. Out of 12,009 records identified in MEDLINE, 403 studies were included in the final analysis. Studies on DHIs mainly performed in western countries, headed by the United States (n = 133), Germany (n = 32) and Spain (n = 23). Of all identified DHIs, 261 targeted healthcare providers (HCP), 66 clients (e.g. patients, caregivers, healthy individuals) and 67 both clients and HCPs. A majority of DHIs focussed on establishing a diagnosis (n = 254). Every other study analysed store-and-forward teledermatology (n = 187), followed by artificial intelligence applications for image analysis (n = 65). The most often analysed DHI category for clients was a support of health behaviour change (n = 31). Monitoring of clients was targeted by 77 studies. Skin cancer (n = 148), wounds (n = 29) and psoriasis (n = 29) were the most targeted indications by DHIs. Most studies analysed diagnostic performance (n = 166), fewer studies analysed acceptance (n = 92) and effectiveness (n = 98). Usability (n = 32) and efficiency (n = 36) were investigated only to a small extent. Studies on DHIs in dermatology have focused on teledermatology and AI applications, with an emphasis on skin cancer diagnosis. Apart from that, a range of DHIs for different user groups, purposes and indications were identified, demonstrating the broad potential for DHIs in dermatology. Further research with a wider set of outcome parameters is needed to fully understand the potential of DHIs and ensure their sustainable implementation into dermatological care.

Diagnostic reliability in teledermatology: a systematic review and a meta-analysis.

OBJECTIVES: To compare teledermatology and face-to-face (F2F) agreement in primary diagnoses of dermatological conditions. DESIGN: Systematic review and meta-analysis METHODS: MEDLINE, Embase, Cochrane Library (Wiley), CINAHL and medRxiv were searched between January 2010 and May 2022. Observational studies and randomised clinical trials that reported percentage agreement or kappa concordance for primary diagnoses between teledermatology and F2F physicians were included. Titles, abstracts and full-text articles were screened in duplicate. From 7173 citations, 44 articles were included. A random-effects meta-analysis was conducted to estimate pooled estimates. Primary outcome measures were mean percentage and kappa concordance for assessing diagnostic matches between teledermatology and F2F physicians. Secondary outcome measures included the agreement between teledermatologists, F2F dermatologists, and teledermatology and histopathology results. RESULTS: 44 studies were extracted and reviewed. The pooled agreement rate was 68.9%, and kappa concordance was 0.67. When dermatologists conducted F2F and teledermatology consults, the overall diagnostic agreement was significantly higher at 71% compared with 44% for non-specialists. Kappa concordance was 0.69 for teledermatologist versus specialist and 0.52 for non-specialists. Higher diagnostic agreements were also noted with image acquisition training and digital photography. The agreement rate was 76.4% between teledermatologists, 82.4% between F2F physicians and 55.7% between teledermatology and histopathology. CONCLUSIONS AND RELEVANCE: Teledermatology can be an attractive option particularly in resource-poor settings. Future efforts should be placed on incorporating image acquisition training and access to high-quality imaging technologies. TRIAL REGISTRATION NUMBER: 10.17605/OSF.IO/FJDVG.

Trends Over Time in Medicare for Advanced Practice Clinicians in Dermatology, 2013-2020.

Importance: The number of advanced practice clinicians (APCs, including nurse practitioners and physician assistants) in the US is increasing. The effect this has on dermatology is unclear. Objective: To develop a method to identify APCs practicing dermatology in claims data and to evaluate the contribution of dermatology APCs to the dermatology workforce and how this has changed over time. Design, Setting, and Participants: This retrospective cohort study used the Medicare Provider Utilization and Payment Data Public Use files (2013 to 2020). As APCs are not listed by specialty, a method to identify APCs practicing dermatology was developed and validated using common dermatology procedural codes. The data were analyzed from November 2022 to April 2023. Main Outcomes and Measures: The proportion of clinicians and office visits by dermatology APCs and physician dermatologists were evaluated using Mann-Kendall tests. Joinpoint analysis was also used to compare the average annual percentage change of dermatology procedures and clinicians in rural-urban areas between dermatology APCs and physician dermatologists. Results: The method to identify APCs practicing dermatology had 96% positive predictive value, 100% negative predictive value, 100% sensitivity, and 100% specificity. Between 2013 and 2020, 8444 dermatology APCs and 14 402 physician dermatologists were identified. They provided 109 366 704 office visits in Medicare. The percentage of dermatology clinicians who were APCs increased over time, from 27.7% in 2013 to 37.0% in 2020 (P = .002). The proportion of dermatologic office visits provided by APCs also increased over time, from 15.5% in 2013 to 27.4% in 2020 (P = .002). For all procedure categories, the average annual percentage change was positive for dermatology APCs (range, 10.05%-12.65%) and was higher than that of physician dermatologists. For all rural-urban designations, the average annual percentage change was positive for dermatology APCs (range, 2.03%-8.69%) and was higher than metropolitan, micropolitan, and small-town areas from that of physician dermatologists. Conclusions and Relevance: In this retrospective cohort study, there was a temporal increase in the amount of dermatologic care provided by APCs in Medicare. These findings demonstrate changes in the dermatology workforce and may have implications for dermatology as a specialty.

Photography and Image Acquisition in Dermatology a Scoping Review: Techniques for High-Quality Photography.

BACKGROUND: Clinical photography is essential in dermatology, in particular in the areas of surgical and cosmetic dermatology and has been evolving rapidly. However, many dermatologists desire more training in clinical photography and a comprehensive literature review of photography in dermatology is lacking. OBJECTIVE: This scoping review aimed to summarize the literature regarding techniques for high-quality photography in dermatology. MATERIALS AND METHODS: A literature search was conducted using Embase, MEDLINE, PubMed, and Evidence-Based Medicine databases in accordance with the Preferred Reporting Items for Systematic reviews and Meta-Analyses extension for Scoping Reviews. RESULTS: This review summarizes information from 74 studies. Camera type, resolution, lens choice, camera settings, environment and set-up, standardization, and types of clinical photography are all important factors in acquisition of high-quality photography. CONCLUSION: Photography in dermatology is continuously evolving with broader applications. Improved practices and innovations will benefit the quality of images.

In vivo evaluation of skin of children with LC-OCT: An objective assessment.

BACKGROUND: Several non-invasive skin imaging methods have been developed in recent years. Line-field confocal optical coherence tomography (LC-OCT) is one of them, leading to the best compromise in terms of resolution and penetration depth. Skin biopsies are an essential technique in paediatric dermatology, but they are a major stressful event for the child and their parents. Current LC-OCT studies have not been dedicated to a paediatric population. If, however, LC-OCT proves to be helpful in children, it may help guide and decrease a certain number of skin biopsies. OBJECTIVES: (1) To evaluate the feasibility of using LC-OCT in paediatric patients, and (2) to assess the maturation of skin structures in children over time with this method. METHODS: In vivo LC-OCT images were collected on six specific body regions (forehead, forearm, chest, back, dorsum of the hand and palmar surface) and in six age groups (between the ages of 0 and 16 years). RESULTS: In all body areas and age groups assessed, 9 of 10 images were rated as good-to-excellent, the only exception were the images acquired on the palmar surface. LC-OCT allowed visualizing very well the skin structures up to a penetration of 500 µm. We observed that the body regions located on the upper extremities of the body (forearm, dorsum of the hand and palmar surface) showed both a maturation on their structure and differences in thickness with respect to the other regions evaluated. CONCLUSIONS: LC-OCT can easily be used for non-invasive imaging of children's skin and allows to document progressive skin changes in the different age groups. It may be a useful asset for imaging and diagnosing superficial skin disorders and as such reducing the number of invasive procedures while increasing the speed of diagnosis in the paediatric population.

The Value of Hybrid Teledermatology in German Prisons: Analysis of Routine Telemedical Data.

Introduction: German prisons face organizational and time-consuming difficulties in access to medical specialties. Since 2019, our institute offers interdisciplinary video consultations with spatially independent dermatological support for German prisons. Methods: Documentation of n = 200 consultations between February 2020 and July 2021 with retrospective analysis of dermatological conditions and consultation requests. Results: Most cases (98.0%; 196 of 200) were performed during a regular weekly teleclinic and only few cases on urgent demand. The average duration of the skin disease before request for consultation was 10.3 ± 26.9 months (mean ± standard deviation), the majority had first onset of their disease or acute recurrence of previously known skin diseases. With respect to medical complaints, 39.7% of patients reported severe itch and 7.7% indicated severe pain. For most cases (84.0%), topical treatment and for almost one-third (32.5%) we recommended systemic treatment. The predominant number of cases was only presented once (92.0%) and further treatment of the skin disease could be managed by the medical staff inhouse. Only few consultations could not be solved virtually and were referred to local physicians for face-to-face consultations or procedures. Discussion: Teledermatological care for prisoners effectively supports the inhouse medical resources of prisons. Our interdisciplinary approach enables general practitioners and medical staff of the respective prison to manage the case and shortens the time period until therapy starts.