The Promises and Perils of Foundation Models in Dermatology.

Foundation models (FM), which are large-scale artificial intelligence (AI) models that can complete a range of tasks, represent a paradigm shift in AI. These versatile models encompass large language models, vision-language models, and multimodal models. Although these models are often trained for broad tasks, they have been applied either out of the box or after additional fine tuning to tasks in medicine, including dermatology. From addressing administrative tasks to answering dermatology questions, these models are poised to have an impact on dermatology care delivery. As FMs become more ubiquitous in health care, it is important for clinicians and dermatologists to have a basic understanding of how these models are developed, what they are capable of, and what pitfalls exist. In this paper, we present a comprehensive yet accessible overview of the current state of FMs and summarize their current applications in dermatology, highlight their limitations, and discuss future developments in the field.

Disseminated and penile mpox with histopathologic correlation: Two separate case reports.

The 2022-2023 mpox outbreak is a global worldwide concern, especially since the virus was previously mainly localized regionally in Central and West Africa. The infection is typically self-limiting and transmitted by close contact/exposure with infected material. Recent cases have been known to present atypically without prodromal symptoms and initially with skin lesions. The histopathology of mpox lesions is rarely reported. Here, we present two middle-aged males presenting initially with painless skin lesions confirmed for mpox by nucleic acid amplification assay. Skin biopsies of the lesion were available for clinicopathologic correlation. Histopathology demonstrated ulceration with viral cytopathologic changes.

HEV superinfection accelerates disease progression in patients with chronic HBV infection and increases mortality in those with cirrhosis.

BACKGROUND & AIMS: Acute HEV infection causes varying degrees of liver damage. Although liver-related death due to HEV infection alone is rare in healthy individuals, it is unclear whether HEV superinfection is associated with worse outcomes in patients with chronic HBV infection. Thus, we explored whether HEV superinfection was associated with increased incidence of liver-related death, cirrhosis, and hepatocellular carcinoma (HCC). METHODS: Serum and data were collected from 2 independent retrospective cohorts of patients with chronic HBV infection, comprising 2,123 patients without cirrhosis and 414 with cirrhosis at baseline, respectively. All the patients were negative for HEV-IgG at enrolment and HEV superinfection was defined by the presence of HEV-IgG seroconversion. RESULTS: In the non-cirrhotic cohort, 46 of 2,123 patients developed HEV superinfection. Though HEV superinfection was only associated with increased incidence of liver-related death in the overall cohort, it was a risk factor for all 3 endpoints (liver-related death, cirrhosis, and HCC) in a subgroup of 723 HBeAg-negative patients with chronic HBV infection. In addition, the 1-year mortality rate after HEV superinfection was higher in 4 patients who developed cirrhosis during the follow-up than in those who did not (50% vs. 2.4%, p = 0.001). To elucidate the perceived relationship between HEV superinfection and risk of mortality, an independent cohort of cirrhotic patients (n = 414) was further analyzed to control for the inherent increase in mortality risk due to cirrhosis. The 10 cirrhotic patients with HEV superinfection had a higher 1-year mortality rate than those without (30% vs. 0%, p <0.001). CONCLUSIONS: In both cohorts of patients with chronic HBV infection, acute HEV superinfection increases the risk of liver-related death, especially in those with cirrhosis. LAY SUMMARY: The mortality caused by acute hepatitis E virus infection is usually low in the healthy population, but it is unclear how it affects patients with chronic hepatitis B virus infection, as they already have compromised liver function. Our data show that the 1-year mortality rate is 35.7% in patients with hepatitis B-related cirrhosis who contract hepatitis E virus. Hepatitis E may accelerate disease progression in patients with chronic hepatitis B.