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BACKGROUND: Artificial intelligence (AI) algorithms for the detection of retinoblastoma (RB) by fundus image analysis have been proposed as a potentially effective technique to facilitate diagnosis and screening programs. However, doubts remain about the accuracy of the technique, the best type of AI for this situation, and its feasibility for everyday use. Therefore, we performed a systematic review and meta-analysis to evaluate this issue. METHODS: Following PRISMA 2020 guidelines, a comprehensive search of MEDLINE, Embase, ClinicalTrials.gov and IEEEX databases identified 494 studies whose titles and abstracts were screened for eligibility. We included diagnostic studies that evaluated the accuracy of AI in identifying retinoblastoma based on fundus imaging. Univariate and bivariate analysis was performed using the random effects model. The study protocol was registered in PROSPERO under CRD42024499221. RESULTS: Six studies with 9902 fundus images were included, of which 5944 (60%) had confirmed RB. Only one dataset used a semi-supervised machine learning (ML) based method, all other studies used supervised ML, three using architectures requiring high computational power and two using more economical models. The pooled analysis of all models showed a sensitivity of 98.2% (95% CI: 0.947-0.994), a specificity of 98.5% (95% CI: 0.916-0.998) and an AUC of 0.986 (95% CI: 0.970-0.989). Subgroup analyses comparing models with high and low computational power showed no significant difference (p=0.824). CONCLUSIONS: AI methods showed a high precision in the diagnosis of RB based on fundus images with no significant difference when comparing high and low computational power models, suggesting a viability of their use. Validation and cost-effectiveness studies are needed in different income countries. Subpopulations should also be analyzed, as AI may be useful as an initial screening tool in populations at high risk for RB, serving as a bridge to the pediatric ophthalmologist or ocular oncologist, who are scarce globally. KEY MESSAGES: What is known Retinoblastoma is the most common intraocular cancer in childhood and diagnostic delay is the main factor leading to a poor prognosis. The application of machine learning techniques proposes reliable methods for screening and diagnosis of retinal diseases. What is new The meta-analysis of the diagnostic accuracy of artificial intelligence methods for diagnosing retinoblastoma based on fundus images showed a sensitivity of 98.2% (95% CI: 0.947-0.994) and a specificity of 98.5% (95% CI: 0.916-0.998). There was no statistically significant difference in the diagnostic accuracy of high and low computational power models. The overall performance of supervised machine learning was best than unsupervised, although few studies were available on the second type.

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BACKGROUND: Neonatal herpes simplex virus (HSV) infection is rare and has significant morbimortality rates. Approximately 85% of newborns are infected intrapartum, and risk factors for mother-to-child transmission include vaginal delivery, primary maternal infection, and prolonged rupture of membranes. Neonatal HSV can manifest with isolated mucocutaneous lesions, neurological involvement, or disseminated disease. In general, herpetic infection can cause blepharoconjunctivitis or keratitis. We report a rare case of congenital herpes with ophthalmologic manifestations and multisystemic involvement. CASE PRESENTATION: A preterm infant, born at 32 weeks and 2 days, with presumed neonatal infection developed intestinal and respiratory complications, as well as hyperemic lesions on the left nostril and oral mucosa. An ophthalmological assessment was requested and brought up the suspicion of HSV infection, indicating empirical treatment with endovenous acyclovir. Later, a new ocular examination was suggestive of panuveitis. Afterward, serum IgM antibodies to HSV-1 and HSV-2 were positive. Proper antiviral therapy led to an improvement in the condition. DISCUSSION: Neonatal herpes is associated with a high risk of persistent skin lesions, long-term neurological disability and other lasting sequelae. It is essential to consider HSV infection in cases of neonatal conjunctivitis, especially in patients with an epithelial defect and no improvement after initial treatment with topical or systemic antibiotics. CONCLUSIONS: In the management of neonatal HSV, early diagnosis is essential for the timely initiation of antiviral therapy. Our report highlights that ocular assessment can be crucial in the correct diagnostic investigation of this condition.

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RESUMO Relato de caso não descrito na literatura oftalmológica nacional de múltiplas camadas da membrana de Descemet. Mulher de 59 anos, pseudofácica, com diagnóstico de ceratopatia bolhosa, foi submetida à ceratoplastia penetrante em olho direito, sendo encontrado achado incomum de multiplicidade de camadas da membrana de Descemet, variáveis em forma e espessura, além de corpos ovoides com coloração de metamina de prata de Gocott-Gomori (GMS) negativa. Como a membrana de Descemet tem no seu desenvolvimento um período fetal e outro pós-natal que frequentemente é bem identificável nos cortes histológicos em adultos. No caso apresentado, em que outras camadas estão presentes, há evidência de corpos esféricos que poderiam significar que a potencialidade de produzir outras camadas pode permanecer na fase adulta mais tardia.

ABSTRACT To relate a case not described previously in the national multilateral ophthalmological literature of Descemet's membrane. A 59-year-old pseudophakic woman diagnosed with bullous keratopathy underwent penetrating keratoplasty with an unusual finding of multiple layers of Descemet's membrane, which were variable in shape and thickness. In addition, ovoid bodies with negative Gocott-Gomori (GMS) color were present. Discussion and Conclusion: As Descemet's membrane has a fetal and a postnatal period in its development, it is frequently and well identifiable in histological sections in adults. In the case presented, in which other layers are present, there is evidence of spherical bodies that could mean that the potential to produce other layers may remain into later adulthood.

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Context The occurrence of HIV and hepatitis B (HBV) and C (HCV) virus associations is of great concern since co-infected patients respond poorly to antiviral treatment and usually progress to chronic and more complicated hepatic disease. In Brazil, these co-infections prevalence is not well known since published data are few and sometimes demonstrate conflicting results. Also, a significant number of co-infected individuals are HBV/HCV asymptomatic carriers, leading to under notification. Objectives The present study aimed to determine the prevalence of the HBV and HCV infection in a recently diagnosed HIV population in the state of Ceará/Brazil. Methods Retrospective cohort, with >18yo patients diagnosed HIV+ from 2008-2010. First year medical attention information was collected. Results A total of 1.291 HIV+ patients were included. HBV serologies were collected in 52% (23% had previous hepatitis B, 3.7% were co-infected) and HCV in 25.4% (1.5% had previous hepatitis C, 5.4% co-infection). The majority of HBV/HIV patients referred multiple sexual partners/year, 28% homosexualism and 20% bisexualism. In the HCV/HIV group 38.8% individuals had > one sexual partner/year and 22.2% used intravenous drugs. Conclusion The study reinforce the need for better training healthcare workers and providing laboratory support for a prompt hepatitis diagnosis and adequate medical management to avoid complications and decrease viral spread. .

Contexto A ocorrência da associação de HIV com a hepatite por vírus B (HVB) e C (HVC) é preocupante visto que os pacientes coinfectados tendem a ter uma resposta pior à terapia antiviral e uma chance maior de progredirem para a cronificação da doença hepática e suas complicações. No Brasil, os estudos publicados sobre a prevalência dessas coinfecções ainda são escassos e, muitos deles, com resultados conflitantes entre si. Além disso, muitos pacientes coinfectados são portadores assintomáticos dos vírus das hepatites o que causa um atraso no seu diagnóstico, com consequente subnotificação de casos. Objetivos Este estudo objetiva determinar a prevalência da infecção pelo HVB e HVC em pacientes recém-diagnosticados com HIV no Ceará/Brasil. Métodos Coorte retrospectivo com pacientes >18 anos, diagnosticados HIV+ de 2008-2010. Foram coletados dados referentes ao primeiro ano de acompanhamento desses pacientes através de revisão de prontuário: fatores de risco para HIV, HBV e HCV e resultados de provas sorológicas para esses vírus. Resultados Foram acompanhados 1291 pacientes HIV+. Testes sorológicos para HBV foram realizados em 52% dos casos: 23% apresentavam hepatite B prévia e 3,7% eram coinfectados. Apenas 25,4% tinham testes sorológicos para HCV: 1,5% tinham hepatite C prévia e 5,4% eram coinfectados. A maioria dos pacientes HBV/HIV referia ter múltiplos parceiros sexuais em um ano. Homossexualismo e bissexualismo estavam presentes em 28% e 20% respectivamente. No grupo HCV/HIV 38,8% referia múltiplos parceiros sexuais em um ano e o uso de drogas endovenosas ocorreu em 22,2% dos casos. Conclusão O estudo reforça a necessidade de um treinamento dos profissionais de saúde e de facilitação do acesso do paciente ...

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CONTEXT: The occurrence of HIV and hepatitis B (HBV) and C (HCV) virus associations is of great concern since co-infected patients respond poorly to antiviral treatment and usually progress to chronic and more complicated hepatic disease. In Brazil, these co-infections prevalence is not well known since published data are few and sometimes demonstrate conflicting results. Also, a significant number of co-infected individuals are HBV/HCV asymptomatic carriers, leading to under notification. OBJECTIVES: The present study aimed to determine the prevalence of the HBV and HCV infection in a recently diagnosed HIV population in the state of Ceará/Brazil. METHODS: Retrospective cohort, with >18yo patients diagnosed HIV+ from 2008-2010. First year medical attention information was collected. RESULTS: A total of 1.291 HIV+ patients were included. HBV serologies were collected in 52% (23% had previous hepatitis B, 3.7% were co-infected) and HCV in 25.4% (1.5% had previous hepatitis C, 5.4% co-infection). The majority of HBV/HIV patients referred multiple sexual partners/year, 28% homosexualism and 20% bisexualism. In the HCV/HIV group 38.8% individuals had > one sexual partner/year and 22.2% used intravenous drugs. CONCLUSION: The study reinforce the need for better training healthcare workers and providing laboratory support for a prompt hepatitis diagnosis and adequate medical management to avoid complications and decrease viral spread.

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