A systematic review and meta-analysis of artificial intelligence versus clinicians for skin cancer diagnosis.

Scientific research of artificial intelligence (AI) in dermatology has increased exponentially. The objective of this study was to perform a systematic review and meta-analysis to evaluate the performance of AI algorithms for skin cancer classification in comparison to clinicians with different levels of expertise. Based on PRISMA guidelines, 3 electronic databases (PubMed, Embase, and Cochrane Library) were screened for relevant articles up to August 2022. The quality of the studies was assessed using QUADAS-2. A meta-analysis of sensitivity and specificity was performed for the accuracy of AI and clinicians. Fifty-three studies were included in the systematic review, and 19 met the inclusion criteria for the meta-analysis. Considering all studies and all subgroups of clinicians, we found a sensitivity (Sn) and specificity (Sp) of 87.0% and 77.1% for AI algorithms, respectively, and a Sn of 79.78% and Sp of 73.6% for all clinicians (overall); differences were statistically significant for both Sn and Sp. The difference between AI performance (Sn 92.5%, Sp 66.5%) vs. generalists (Sn 64.6%, Sp 72.8%), was greater, when compared with expert clinicians. Performance between AI algorithms (Sn 86.3%, Sp 78.4%) vs expert dermatologists (Sn 84.2%, Sp 74.4%) was clinically comparable. Limitations of AI algorithms in clinical practice should be considered, and future studies should focus on real-world settings, and towards AI-assistance.

Management of periocular keratinocyte carcinomas with Mohs micrographic surgery and predictors of complex reconstruction: a retrospective study.

BACKGROUND: Skin cancer is the most frequent cancer worldwide and the most frequent periocular tumor. Keratinocyte Carcinomas (KC) located in periorificial areas, such as periocular tumors, are considered high-risk tumors. Mohs Micrographic Surgery (MMS) is considered the first line for the treatment of high-risk KC, providing a lower recurrence rate than conventional wide excision. OBJECTIVE: To describe the clinical-pathological features of periocular KC treated with MMS in a tertiary university center in Chile. METHODS: A single-center, retrospective study of patients with KC located on the periocular area, that underwent MMS between 2017‒2022. MMS details were recorded. RESULTS: One hundred thirteen patients with periocular carcinomas were included. The mean age was 59 ± 13 years; 52% were women. The most frequent location was the medial canthus (53%), followed by the lower eyelid (30.1%). The most frequent BCC histology was the nodular variant (59.3%). Regarding MMS, the average number of stages was 1.5 ± 0.7, and 54% of the cases required only 1 stage to achieve clear margins. To date, no recurrence has been reported. Tumors larger than 8.5 mm in largest diameter or 43.5 mm2 were more likely to require complex reconstruction. STUDY LIMITATIONS: Retrospective design and a relatively low number of patients in the SCC group. Possible selection bias, as larger or more complex cases, may have been referred to oculoplastic surgeons directly. CONCLUSION: The present study confirms the role of MMS for the treatment of periocular KCs. Periocular KCs larger than 8.5 mm might require complex reconstruction. These results can be used to counsel patients during pre-surgical visits.

Patterns of Recurrence of Cutaneous Melanoma: A Literature Review.

The incidence of melanoma has been dramatically increasing over the last decades. Melanoma is considered to have a high metastatic potential and it can progress via lymphatic vessels or through hematogenous metastasis. Different patterns of recurrence have been described, namely, local, satellite, and in transit metastasis (LCIT), lymphatic metastasis, and systemic metastasis. With a more advanced melanoma stage at diagnosis, there is a higher risk for systemic metastasis in comparison to LCIT; in contrast, early-stage melanoma tends to recur more frequently as LCIT and less commonly as systematic metastasis. The aim of this review was to summarize the patterns of recurrence of cuta-neous melanoma, giving the clinician a practical summary for diagnosis, prognosis, and surveillance. There is a knowledge gap of the common patterns of recurrence that needs to be addressed to better identify patients at high risk of disease recurrence and personalize surveillance strategies as well as patient counseling.

Gamified learning in dermatology and dermoscopy education: a paradigm shift.

Teaching methods in medical education have been changing. More recent teaching modalities have gone beyond the traditional delivery of knowledge, promoting learning motivation, and improving teaching and learning outcomes. 'Gamification' and 'serious games' are methodologies that use the principles of games to facilitate learning processes and the acquisition of skills and knowledge, thereby improving attitudes towards learning when compared with traditional teaching methods. As dermatology is a visual field, images are a key component of different teaching strategies. Likewise, dermoscopy, a noninvasive diagnostic technique that allows the visualization of structures within the epidermis and upper dermis, also uses images and pattern recognition strategies. A series of Apps using game-based strategy have been created to teach and facilitate dermoscopy learning; however, studies are required to demonstrate their effectiveness. This review summarizes the current evidence of game-based learning strategies in medical education, including dermatology and dermoscopy.

Malos hábitos de sueño en lactantes: factor de riesgo para síndrome de muerte súbita del lactante: estudio piloto / Bad sleeping habits in infants: risk factor for sudden infant death syndrome: pilot study

INTRODUCCIÓN: La Academia Americana de Pediatría recomienda que los lactantes menores de un año duerman en posición supina para prevenir el síndrome de muerte súbita en lactantes (SMSL). OBJETIVO: Describir la posición en que duermen un grupo de lactantes y factores de riesgo asociados al SMSL. SUJETOS Y MÉTODO: Estudio piloto, prospectivo concurrente, de lactantes < 45 días de vida en control sano en Centro Médico San Joaquín UC Christus. Criterios de exclusión: prematurez (edad gestacional < 37 semanas) y patología de base (respiratorias, metabólicas, cardiológicas). Se aplicó encuesta al cuidador principal respecto a datos demográficos y hábitos de sueño, basada en encuesta BISQ (Brief Screening Questionnaire for Infant Sleep Problems) validada en español, dado la inexistencia de instru mentos para < 3 meses. RESULTADOS: Se obtuvo muestra de 100 lactantes de edad 16,78 ± 12,88 días de vida, siendo 57% mujeres. La madre fue el principal informante (84%). El 79% de los lactantes dor mían en decúbito supino, 19% lo hacía de lado y 2% en prono. El 66% dormía en cuna en habitación de los padres, 31% en la cama de los padres. El 74% se quedaban dormidos durante la alimentación. El 28% de los lactantes estaban expuestos a tabaquismo pasivo. El 91% cuidadores estaba informa do sobre la posición segura de sueño, siendo el principal informante el pediatra (54%). CONCLUSIONES: En esta muestra se encontró alto porcentaje de lactantes < 45 días que duermen en posición no segura, siendo frecuente el colecho. Es importante implementar campañas locales de prevención del SMSL que refuercen el hábito de dormir seguro.

INTRODUCTION: The American Academy of Pediatrics recommends, through the implementation of the "Back to Sleep (BTS)" campaign, the supine sleeping position for infant sleeping since it prevents to prevent Sudden Infant Death Syndrome (SIDS). OBJECTIVE: To describe the sleeping position of a group of infants and the risk factors associated with sudden infant death syndrome (SIDS). SUBJECTS AND METHOD: Prospective pilot study, including infants < 45 days of life in well-child care visits at a medical center. Exclusion criteria: Preterm-born infant (gestational age < 37 weeks) and/or comorbidities (pulmonary, metabolic, cardiologic). A brief parental questionnaire was conducted regarding general demographic data and sleep habits. The questioner was based on the BISQ - Spanish version, due to the lack of validated instruments for infants < 3-month-old. RESULTS: We included a sample of 100 infants between 16.78 ± 12.88 days old (57% girls). Mothers were the main information source (84%). 79% of the infants slept in supine position, 19% slept on their sides, and 2% in prone position. Regarding the place where the infants slept, 66% did in their crib in the parents' room and 31% slept in parents' bed. 74% of infants fell asleep while being fed. 28% of infants were exposed to passive smoking at home. 91% of parents were informed about safe sleep positions, reporting that pediatricians were the main source of information (54%). CONCLUSION: We found a high percentage of infants < 45 days of life who slept in an unsafe position, and frequently co-sleep with their parents. Thus, it is important to implement local SIDS prevention campaigns to reinforce safe infant sleep.

[Bad sleeping habits in infants: Risk factor for sudden infant death syndrome. Pilot study]. / Malos hábitos de sueño en lactantes: Factor de riesgo para síndrome de muerte súbita del lactante. Estudio piloto.

INTRODUCTION: The American Academy of Pediatrics recommends, through the implementation of the "Back to Sleep (BTS)" campaign, the supine sleeping position for infant sleeping since it prevents to prevent Sudden Infant Death Syndrome (SIDS). OBJECTIVE: To describe the sleeping position of a group of infants and the risk factors associated with sudden infant death syndrome (SIDS). SUBJECTS AND METHOD: Prospective pilot study, including infants < 45 days of life in well-child care visits at a medical center. EXCLUSION CRITERIA: Preterm-born infant (gestational age < 37 weeks) and/or comorbidities (pulmonary, metabolic, cardiologic). A brief parental questionnaire was conducted regarding general demographic data and sleep habits. The questioner was based on the BISQ - Spanish version, due to the lack of validated instruments for infants < 3-month-old. RESULTS: We included a sample of 100 infants between 16.78 ± 12.88 days old (57% girls). Mothers were the main information source (84%). 79% of the infants slept in supine position, 19% slept on their sides, and 2% in prone position. Regarding the place where the infants slept, 66% did in their crib in the parents' room and 31% slept in parents' bed. 74% of infants fell asleep while being fed. 28% of infants were exposed to passive smoking at home. 91% of parents were informed about safe sleep positions, reporting that pediatricians were the main source of information (54%). Conclu sion: We found a high percentage of infants < 45 days of life who slept in an unsafe position, and frequently co-sleep with their parents. Thus, it is important to implement local SIDS prevention campaigns to reinforce safe infant sleep.