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BACKGROUND AND AIMS: Communication is important in determining how patients understand the diagnostic process. Empirical studies involving direct observation of communication within diagnostic processes are relatively limited. This ethnographic study aimed to identify communicative practices facilitating or inhibiting shared understanding between patients and doctors in UK acute secondary care settings. METHODS: Data were collected in acute medical sectors of three English hospitals. Researchers observed doctors as they assessed patients; semistructured interviews were undertaken with doctors and patients directly afterwards. Patients were also interviewed 2-4 weeks later. Case studies of individual encounters (consisting of these interviews and observational notes) were created, and were cross-examined by an interdisciplinary team to identify divergence and convergence between doctors' and patients' narratives. These data were analysed thematically. RESULTS: We conducted 228 h of observation, 24 doctor interviews, 32 patient interviews and 15 patient follow-up interviews. Doctors varied in their communication. Patient diagnostic understanding was sometimes misaligned with that of their doctors; interviews revealed that they often made incorrect assumptions to make sense of the fragmented information received. Thematic analysis identified communicative practices that seemed to facilitate, or inhibit, shared diagnostic understanding between patient and doctor, revealing three themes: (1) communicating what has been understood from the medical record, (2) sharing the thought process and diagnostic reasoning and (3) closing the loop and discharge communication. Shared understanding was best fostered by clear communication about the diagnostic process, what had already been done and what was achievable in acute settings. Written information presents an underutilised tool in such communication. CONCLUSIONS: In UK acute secondary settings, the provision of more information about the diagnostic process often fostered shared understanding between doctor and patient, helping to minimise the confusion and dissatisfaction that can result from misaligned expectations or conclusions about the diagnosis, and the uncertainty therein. PATIENT/PUBLIC CONTRIBUTION: A patient and public involvement group (of a range of ages and backgrounds) was consulted. They contributed to the design of the protocol, including the timing of interviews, the acceptability of a follow-up telephone interview, the development of the interview guides and the participant information sheets.

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[ABSTRACT]. Objective. To compare the adequacy, agreement, and acceptability of Papanicolaou testing (cytology) for cervical cancer screening using self-collected samples compared to physician-collected samples in Grenada in the Caribbean. Furthermore, the study identifies the human papillomavirus (HPV) genotypes present among asymptomatic women testing positive for HPV, the etiologic cause of cervical cancer. Methods. Participants were divided into two groups and two cervical samples were collected from the women in each group: a self-collected sample and a physician-collected sample. Cervical specimens were tested for cytology and HPV. HPV genotyping was performed on positive specimens. Results. Self-collected samples were adequate and in agreement with physician-collected samples, showing no difference between the two sampling methods. Oncogenic high-risk HPV genotypes were identified in cervical samples which were positive for atypical squamous cells and low-grade squamous intraepithelial lesions. The high-risk HPV genotypes found, notably HPV 45 and 53, differed from those most commonly reported. Although the commonly reported high-risk genotypes HPV 16 and 18 were found, so were 31, 33, 35, 52, 66, 68, and 82. Conclusions. Using self-collection facilitated the discovery of unexpected HPV genotypes among asymptomatic women in Grenada. These findings add new information to the literature regarding cervical cancer and neoplasia screening and HPV genotypes in the Caribbean. This genotype information may impact surveillance of women with low-grade lesions, HPV vaccine selection, and possibly further vaccine research. Research regarding HPV in Caribbean pathology samples of cervical neoplasia and cancer is needed.

[RESUMEN]. Objetivo. Comparar la idoneidad, concordancia y aceptabilidad de la prueba de Papanicolaou (citología) para el tamizaje del cáncer cervicouterino mediante la comparación de muestras obtenidas con automuestreo y muestras tomadas por personal médico en Granada, en el Caribe. Asimismo, en el estudio se identifican los genotipos del virus del papiloma humano (VPH) existentes en las mujeres asintomáticas con un resultado positivo en las pruebas del VPH, la causa etiológica del cáncer cervicouterino. Métodos. Las participantes se dividieron en dos grupos y se tomaron dos muestras cervicouterinas de las mujeres de cada grupo: una muestra tomada por la propia paciente y una muestra tomada por personal médico. Se realizó un examen citológico y una prueba de detección del VPH en las muestras. En las muestras positivas, se determinó el genotipo del VPH. Resultados. Las muestras tomadas por las propias pacientes fueron adecuadas y concordaron con las obtenidas por el personal médico, sin que se observaran diferencias entre ambos métodos de muestreo. Se identificaron genotipos de VPH de alto riesgo oncogénico en muestras cervicouterinas positivas para células escamosas atípicas y lesiones intraepiteliales escamosas de grado bajo. Los genotipos de VPH de alto riesgo encontrados, en especial VPH 45 y 53, diferían de los notificados con mayor frecuencia. Aunque se encontraron los genotipos de alto riesgo habituales 16 y 18 del VPH, también se encontraron los genotipos 31, 33, 35, 52, 66, 68 y 82. Conclusiones. El uso del automuestreo facilitó la detección de genotipos inesperados del VPH en mujeres asintomáticas de Granada. Estos resultados agregan nueva información a la bibliografía sobre el tamizaje de las neoplasias y el cáncer cervicouterino, así como sobre los genotipos del VPH, en el Caribe. Esta información sobre el genotipo puede repercutir en la vigilancia de las mujeres con lesiones de bajo grado, en la elección de la vacuna contra el VPH y, posiblemente, en las ulteriores investigaciones sobre vacunas. Es necesario investigar la presencia del VPH en muestras anatomopatológicas de neoplasias y cánceres cervicouterinos en el Caribe.

[RESUMO]. Objetivo. Comparar a adequação, o nível de concordância e a aceitabilidade do exame de Papanicolau (citologia) para o rastreamento do câncer do colo do útero usando amostras autocoletadas em comparação com amostras coletadas por médicos em Granada, no Caribe. Além disso, o estudo identifica os genótipos de papilomavírus humano (HPV) presentes entre as mulheres assintomáticas com resultado positivo para HPV, a causa etiológica do câncer do colo do útero. Métodos. As participantes foram divididas em dois grupos, e duas amostras cervicais foram coletadas das mulheres de cada grupo: uma amostra autocoletada e uma amostra coletada por um médico. As amostras cervicais foram submetidas a exames citológicos e de HPV. A genotipagem do HPV foi realizada nas amostras positivas. Resultados. As amostras autocoletadas eram adequadas e compatíveis com as amostras coletadas por médicos, não havendo diferença entre os dois métodos de amostragem. Foram identificados genótipos de HPV de alto risco oncogênico em amostras cervicais positivas para células escamosas atípicas e lesões intraepiteliais escamosas de baixo grau. Os genótipos de HPV de alto risco encontrados, principalmente HPV 45 e 53, não correspondiam aos genótipos registrados com mais frequência na literatura. Embora os genótipos de alto risco HPV 16 e 18, que são frequentemente registrados, tenham sido observados, também foram detectados os genótipos 31, 33, 35, 52, 66, 68 e 82. Conclusões. O uso da autocoleta facilitou a detecção de genótipos inesperados de HPV entre mulheres assintomáticas em Granada. Esses achados adicionaram novas informações à literatura sobre o rastreamento de neoplasias e câncer do colo do útero e sobre os genótipos de HPV no Caribe. Essas informações genotípicas podem afetar a vigilância de mulheres com lesões de baixo grau, a seleção da vacina contra o HPV e, possivelmente, futuras pesquisas sobre vacinas. É necessário pesquisar o HPV em amostras patológicas de neoplasias cervicais e câncer do colo do útero no Caribe.

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BACKGROUND: A huge amount of research is carried out nowadays in Artificial Intelligence to propose automated ways to analyse medical data with the aim to support doctors in delivering medical diagnoses. However, a main issue of these approaches is the lack of transparency and interpretability of the achieved results, making it hard to employ such methods for educational purposes. It is therefore necessary to develop new frameworks to enhance explainability in these solutions. RESULTS: In this paper, we present a novel full pipeline to generate automatically natural language explanations for medical diagnoses. The proposed solution starts from a clinical case description associated with a list of correct and incorrect diagnoses and, through the extraction of the relevant symptoms and findings, enriches the information contained in the description with verified medical knowledge from an ontology. Finally, the system returns a pattern-based explanation in natural language which elucidates why the correct (incorrect) diagnosis is the correct (incorrect) one. The main contribution of the paper is twofold: first, we propose two novel linguistic resources for the medical domain (i.e, a dataset of 314 clinical cases annotated with the medical entities from UMLS, and a database of biological boundaries for common findings), and second, a full Information Extraction pipeline to extract symptoms and findings from the clinical cases and match them with the terms in a medical ontology and to the biological boundaries. An extensive evaluation of the proposed approach shows the our method outperforms comparable approaches. CONCLUSIONS: Our goal is to offer AI-assisted educational support framework to form clinical residents to formulate sound and exhaustive explanations for their diagnoses to patients.

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BACKGROUND: Clinical documentation improvement programs are utilized by most health care systems to enhance provider documentation. Suggestions are sent to providers in a variety of ways, and are commonly referred to as coding queries. Responding to these coding queries can require significant provider time and do not often align with workflows. To enhance provider documentation in a more consistent manner without creating undue burden, alternative strategies are required. OBJECTIVES: The aim of this study is to evaluate the impact of a real-time documentation assistance tool, named AutoDx, on the volume of coding queries and encounter-level outcome metrics, including case-mix index (CMI). METHODS: The AutoDx tool was developed utilizing tools existing within the electronic health record, and is based on the generation of messages when clinical conditions are met. These messages appear within provider notes and required little to no interaction. Initial diagnoses included in the tool were electrolyte deficiencies, obesity, and malnutrition. The tool was piloted in a cohort of Hospital Medicine providers, then expanded to the Neuro Intensive Care Unit (NICU), with addition diagnoses being added. RESULTS: The initial Hospital Medicine implementation evaluation included 590 encounters pre- and 531 post-implementation. The volume of coding queries decreased 57% (p < 0.0001) for the targeted diagnoses compared with 6% (p = 0.77) in other high-volume diagnoses. In the NICU cohort, 829 encounters pre-implementation were compared with 680 post. The proportion of AutoDx coding queries compared with all other coding queries decreased from 54.9 to 37.1% (p < 0.0001). During the same period, CMI demonstrated a significant increase post-implementation (4.00 vs. 4.55, p = 0.02). CONCLUSION: The real-time documentation assistance tool led to a significant decrease in coding queries for targeted diagnoses in two unique provider cohorts. This improvement was also associated with a significant increase in CMI during the implementation time period.

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This study aims to describe the main tools for integrative geriatric assessment and their use in Ecuador. We performed a narrative review with a comprehensive and systematic literature search. 261 original articles were obtained from the primary search, and after the discrimination by the researchers, 76 articles were included in the final analysis. Integrative geriatric assessments cover different areas, including cognitive function, affective function, nutritional status and functionality, and seve-ral tools that are used worldwide for this purpose. In Ecuador, a deeper analysis of their use is required to evaluate their diagnostic efficacy and applicability to impro-ve health outcomes for the elderly population.

Este estudio tiene como objetivo describir las principales herramientas de evalua-ción integral geriátrica y su uso en el Ecuador. Realizamos una revisión narrativa con una búsqueda bibliográfica exhaustiva y sistemática. De la búsqueda primaria se obtuvieron 261 artículos originales, y luego de la discriminación por parte de los investigadores, se incluyeron 76 artículos en el análisis final. La evaluación ge-riátrica cubre diferentes áreas, incluida la función cognitiva, la función afectiva, el estado nutricional y la funcionalidad, y se utilizan varias herramientas en todo el mundo para este propósito. En Ecuador se requiere un análisis más profundo de su uso para evaluar su eficacia diagnóstica y aplicabilidad con el fin de mejorar los resultados de salud de la población adulta mayor.

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Introducción: La implementación de un método diagnóstico adecuado y eficiente es crucial para la detección temprana de la tuberculosis. Esto no solo permite un control efectivo de la enfermedad para evitar su transmisión y progresión hacia estadios más graves, además previene el desarrollo de resistencia a los fármacos en los pacientes.Objetivo: Evaluar la utilidad de la prueba molecular GeneXpert MTB/RIF en el diag-nóstico de Mycobacterium tuberculosis complex, en comparación con la bacilos-copia, utilizando el cultivo como referencia.Material y Métodos: Se realizó un estudio descriptivo, observacional y no expe-rimental de corte transversal, se incluyeron 253 muestras de pacientes de ambos sexos y de variados rangos de edad, que fueron evaluadas mediante baciloscopia, GeneXpert MTB/RIF y cultivo. El estudio se centró en muestras procesadas en un Hospital público de la ciudad de Quito durante el período de enero de 2021 a mayo de 2022Resultados: La prueba molecular GeneXpert MTB/RIF mostró una sensibilidad del 94,7% y una especificidad del 93,9% para el diagnóstico de Mycobacterium tu-berculosis complex. Además, se identificó un caso de resistencia a la rifampicina.Conclusión: Este estudio confirma la eficacia de la prueba molecular GeneXpert MTB/RIF sobre la baciloscopia para el diagnóstico oportuno de Mycobacterium tu-berculosis complex. Sin embargo, es esencial considerar las diversas condiciones de las muestras y pacientes para optimizar la precisión diagnóstica

Introduction: Implementing an appropriate and efficient diagnostic method is cru-cial for the early detection of tuberculosis. This not only allows for effective control of the disease to prevent its transmission and progression to more severe stages but also prevents the development of drug resistance in patients.Objective: To evaluate the utility of the GeneXpert MTB/RIF molecular test in diag-nosing Mycobacterium tuberculosis complex, compared to sputum smear micros-copy, using culture as the reference. Material and Methods: A descriptive, observational, and non-experimental cross-sectional study was conducted, including 253 samples from patients of both sexes and various age ranges, which were assessed using sputum smear micros-copy, GeneXpert MTB/RIF, and culture. The study focused on samples processed at a Quito ́s Public Hospital during the period from January 2021 to May 2022.Results: The GeneXpert MTB/RIF molecular test showed a sensitivity of 94.7% and a specificity of 93.9% for the diagnosis of Mycobacterium tuberculosis com-plex. Additionally, a case of resistance to rifampicin was identified.Conclusion: This study confirms the effectiveness of the GeneXpert MTB/RIF mo-lecular test over sputum smear microscopy for the timely diagnosis of tuberculosis. However, it is essential to consider the diverse conditions of the samples and pa-tients to optimize diagnostic accuracy

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Antecedentes y objetivo: La asociación de hipouricemia e hipercalciuria es poco frecuente. En 1974 se describió un nuevo síndrome nominado Hipouricemia con hipercalciuria y reducción de la densidad ósea. Posteriormente, se publicaron algunos casos con esa asociación en los que la excreción fraccional de urato era superior a 20/100ml FGR. Hemos analizado una serie de niños que fueron diagnosticados de hipouricemia e hipercalciuria y que fueron controlados evolutivamente. El objetivo del trabajo es intentar conocer si nuestros pacientes podrían estar afectos del síndrome antes mencionado o ser portadores de una variante de hipercalciuria idiopática. Pacientes y métodos: Estudio retrospectivo longitudinal en el que se estudiaron las historias clínicas de 8 pacientes (5V y 3M) diagnosticados de hipouricemia e hipercalciuria en la infancia. Se anotaron la clínica al diagnóstico, los hallazgos ecográficos y densitométricos, y determinadas variables bioquímicas, con especial hincapié en el manejo tubular renal del urato. Los resultados se compararon con los de 36 niños afectos de hipercalciuria idiopática sin hipouricemia (14V y 22M). Resultados: En el grupo con hipouricemia los niveles iniciales de uricemia fueron 1,9 (0,3) mg/dl (rango: 1,5-2) y los del cociente calcio/creatinina en primera orina del día, 0,27 (0,05) mg/mg (rango: 0,23-0,31). En todos los casos la excreción fraccional de urato fue inferior a 20ml/100ml FGR. Los valores de z-DMO fueron menores de −1 en 4/8 casos. En el último control, solo en 3 casos persistía el cociente calcio/creatinina elevado, y en todos la uricemia era superior a 2mg/dl. El valor de z-DMO había mejorado en 5 casos y empeorado en otros 3... (AU)

Background and objective: The association of hypouricemia and hypercalciuria is rare. In 1974 a new syndrome named Hypouricemia with hypercalciuria and decreased bone density was described. Afterwards, some cases with such association were published in which the fractional excretion of urate was higher than 20/100ml FGR. We have analyzed a series of children who were diagnosed with hypouricemia and hypercalciuria and who were monitored. The aim of this study was to determine whether our patients could be affected by the aforementioned syndrome or be carriers of a variant of idiopathic hypercalciuria. Patients and methods: Retrospective longitudinal study in which the medical records of eight patients (5V and 3M) diagnosed with hypouricemia and hypercalciuria in childhood. Clinical features at diagnosis, ultrasound and densitometric findings and selected biochemical variables were noted, with special emphasis on renal tubular handling of urate. Results were compared with 36 children with idiopathic hypercalciuria without hypouricemia (14V and 22M). Results: In the hypouricemia group baseline urate levels were 1.9 (0.3)mg/dl (range: 1.5-2) and first day urine calcium/creatinine ratio 0.27 (0.05)mg/mg (range: 0.23-0.31). In all cases fractional urate excretion was less than 20/100ml FGR. The z-DMO values were less than −1 in 4/8 cases. At the last follow-up only three cases still had an elevated calcium/creatinine ratio and in all of them the urates levels was greater than 2mg/dl. The z-DMO value had improved in five cases and worsened in three others. In relation to the group without hypouricemia, no differences were observed between the various parameters studied including the z-DMO value, with the exception of fractional excretion and tubular urate reabsorption although plasmatic uric acid levels were still significantly lower... (AU)

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Objetivos. Analizar el rendimiento diagnóstico de un algoritmo ecográfico que incluye el tiempo de desaceleración precoz del flujo mitral (TD) para establecer el diagnóstico de insuficiencia cardiaca aguda (ICA) en pacientes que consultan en un servicio de urgencias hospitalario (SUH) por disnea. Métodos. Análisis prospectivo de una muestra de conveniencia de pacientes que consultan por disnea aguda en un SUH. El algoritmo ecográfico incluyó la ecografía pulmonar y cuatro parámetros ecocardiográficos, se midió MAPSE (desplazamiento sistólico del plano del anillo mitral), medidas doppler de flujo mitral, medidas doppler tisular en el anillo mitral lateral y TD. El diagnóstico final fue asignado por 2 médicos ciegos entre sí y a los hallazgos ecográficos. Resultados. Se incluyeron 166 pacientes adultos, la edad media fue de 76 años (DE 13) y 79 eran mujeres (48%). Hubo 62 pacientes (37%) con un diagnóstico final de ICA. La concordancia entre asignadores fue buena para el diagnóstico de ICA (κ = 0,71). El algoritmo clasificó a todos los pacientes, no hubo ningún diagnóstico indeterminado. El rendimiento diagnóstico del algoritmo mostró un área bajo la curva de 0,91 (IC 95%: 0,86-0,96), sensibilidad del 87% (IC 95%: 76%-94%), especificidad del 95% (IC 95%: 89%-98%), razón de verosimilitud positiva del 18,1 (IC 95%: 7,7-42,8), razón de verosimilitud negativa del 0,14 (IC 95%: 0,07-0,26). Conclusiones. Un algoritmo ecográfico que incluye el TD tiene un buen rendimiento para el diagnóstico de ICA en pacientes que acuden a SUH por disnea. Además, el uso de TD permite clasificar a todos los pacientes. (AU)

Objective. To study the diagnostic performance of an ultrasound-based algorithm that includes the deceleration time (DT) of early mitral filling to establish a diagnosis of acute heart failure (AHF) in patients who come to an emergency department because of dyspnea. Methods. Prospective analysis in a convenience sample of patients who came to a hospital emergency department with acute dyspnea. The algorithm included ultrasound findings and 4 echocardiographic findings as follows: mitral annular plane systolic excursion, Doppler mitral flow velocity, tissue Doppler imaging measure of the lateral annulus, and the DT of early mitral filling. The definitive diagnosis was made by 2 physicians blinded to each other’s diagnosis and the ultrasound findings. Results. A total of 166 adult patients with a mean (SD) age of 76 (13) years were included; 79 (48%) were women. AHF was the definitive diagnosis in 62 patients (37%). Diagnostic agreement was good between the 2 physicians (κ = 0.71). The algorithm classified all the patients, and there were no undetermined diagnoses. Diagnostic performance indicators for the ultrasound-based algorithm integrating early DT findings were as follows: area under the receiver operating characteristic curve, 0.91 (95% CI, 0.86-0.96); sensitivity, 87% (95% CI, 76%-94%); specificity, 95% (95% CI, 89%-98%); positive likelihood ratio, 18.1 (95% CI, 7.7-42.8); and negative likelihood ratio, 0.14 (95% CI, 0.07-0.26). Conclusions. The ultrasound-based algorithm integrating the DT of early mitral filling performs well for diagnosing AHF in emergency patients with dyspnea. The inclusion of early DT allows all patients to be diagnosed. (AU)

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Introducción y objetivos: Los objetivos son analizar la relación dosis-respuesta de la rigidez de la arteria carótida y la mortalidad y evaluar su capacidad predictiva. Métodos: Estudio de cohorte poblacional que incluyó a 6.468 participantes, con una mediana de seguimiento de 6,5 años. Se evaluaron 6 índices de rigidez. Se identificaron los eventos coronarios y cerebrovasculares y la mortalidad. Resultados: La rigidez carotídea, el coeficiente de Peterson y la velocidad de la onda de pulso (VOP) se asociaron de manera lineal y directa con los eventos cerebrovasculares: aumento del 8% (IC95%, 1-16%) por unidad de rigidez, del 7% (IC95%, 2-13%) cada 10 unidades del coeficiente de Peterson y del 26% (IC95%, 8-48%) por unidad de la VOP. La tensión carotídea se asoció de modo no lineal con el riesgo de enfermedad coronaria: en valores <0,09 unidades, cada aumento de 0,01 unidades se asoció con una disminución de un 16% del riesgo (IC95%, –33 a +6%); por encima de 0,09 unidades, cada incremento de 0,01 unidades se asoció con un aumento de un 16% del riesgo (IC95%, 6-27%). La inclusión de estos índices no mejoró la capacidad predictiva de las funciones de riesgo. Conclusiones: La rigidez carotídea, el coeficiente de elasticidad de Peterson y la VOP tienen una relación lineal y directa con el riesgo de enfermedad cerebrovascular. La tensión (strain) carotídea tiene una relación en U con el riesgo de enfermedad coronaria. Estos índices no contribuyen a mejorar la capacidad predictiva de las funciones de riesgo. (AU)

Introduction and objectives: The aims of this study were to determine the dose-response association of carotid arterial stiffness with vascular outcomes and overall mortality, and to assess their added predictive capacity. Methods: Population-based cohort study including 6468 individuals, with a median follow-up of 6.5 years. Six carotid artery stiffness indices were assessed: strain, stiffness, Peterson elasticity coefficient, compliance coefficient, distensibility coefficient, and pulse wave velocity (PWV). Incident coronary, cerebrovascular, global vascular, and total fatal events were identified. Results: Carotid compliance and distensibility coefficients were not associated with any of the outcomes. Carotid stiffness, Peterson elasticity coefficient, and PWV showed a direct linear relationship to cerebrovascular disease: the risk increased by 8% (95%CI, 1-16) per stiffness unit increase, by 7% (95%CI, 2-13) per 10-unit Peterson elasticity coefficient increase, and by 26% (95%CI, 8-48) per PWV unit increase. Carotid strain showed a nonlinear association with ischemic heart disease. When strain was ≤ 0.09 units, each 0.01-unit increase was associated with a 15% lower risk of coronary events (95%CI,−33 to 6); above 0.09 units, each 0.01 increase in strain was associated with a 16% higher risk of coronary events (95%CI, 6-27). The addition of the stiffness indices did not improve the predictive capacity of validated risk functions. Conclusions: Carotid stiffness, Peterson elasticity coefficient, and PWV have a direct linear association with cerebrovascular disease risk. Carotid strain is not linearly related to U-shaped ischemic heart disease risk. The inclusion of these indexes does not improve the predictive capacity of risk functions. (AU)

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INTRODUÇÃO: As doenças cardiovasculares (DCVs) são as principais responsáveis pelas mortes no mundo desde o último século, sendo o infarto agudo do miocárdio (IAM) a causa isolada de maior dsetaque, muitas vezes em virtude da dificuldade diagnóstica. A incorporação de novas tecnologias com uso de Inteligência Artificial (AI) surge como potencial aliada neste cenário. OBJETIVO: O objetivo do presente estudo foi desenvolver um modelo de Redes Neurais Artificiais (RNAs) com a utilização de imagens de eletrocardiogramas (ECGs) e a extração dos sinais com alta sensibilidade e especificidade em relação aos laudos médicos para a identificação de casos de IAM com elevação do segmento ST (IAMCST). MÉTODOS: O modelo foi treinado com dados de 3.768 exames de janeiro a dezembro de 2022, totalizando 17.567 derivações. Do total, 820 eram exames com IAMCST e 2.948 sem IAMCST. Foram separados 90% dos dados para treino e 10% para teste. A arquitetura da rede utilizada foi baseada na ResNet de uma dimensão com uma camada de convolução inicial, quatro blocos de camadas residuais e um bloco de camada densa para classificação binária. O sinal foi filtrado, padronizado com mediana igual a 0 e desvio padrão igual a 1 e utilizado padding para padronização de tamanho dentre todas as derivações. Como forma de aumentação de dados, com objetivo de fornecer a rede mais dados para aprender sobre IAMCST, foi realizado um filtro SavGol nos sinais, o que fez com que se obtivesse o dobro de sinais originais das imagens, para entrada no modelo neural. Ainda que a IA tenha sido treinada com as derivações, a acurácia foi mensurada por exame. Resultados: O modelo obteve, ao final, uma sensibilidade de 97%, especificidade de 69% e área sob a curva ROC de 92% para a predição de IAMCST por exame. Tal resultado foi um ganho para o uso das redes neurais, visto que a tecnologia anteriormente utilizada, apenas com a extração das métricas das ondas, apresentou acurácia inferior. CONCLUSÃO: Concluímos que os modelos de RNA, que extraem sinais das imagens e os transformam em predições para auxílio na tomada de decisão de médicos, podem ser incluídos no arsenal de métodos preditivos para triagem de IAMCST, com elevada sensibilidade.

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How does the diagnosis process work? This essay traces the philosophical underpinnings of diagnosis from Hume through Kant, Peirce, and Popper, analyzing how pathologists amalgamate sensibility, intuition, and imagination to form new hypotheses that can be tested by evidence and experience.

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Este artigo parte do exame da relação entre o poder de normalização, o dispositivo diagnóstico e a patologização da transexualidade para expor a função da norma em diferentes prismas na discussão sobre o normal e o patológico no contexto da experiência trans. São pautadas as dificuldades decorrentes dos pressupostos normativos que servem como diretrizes para políticas públicas e privadas de acesso ao processo transexualizador. Mediante uma discussão epistêmica, a experiência trans e sua patologização são analisadas em relação à função diagnóstica na psiquiatria e na psicanálise, observando o rigor de suas especificidades. Por fim, a orientação lacaniana é apresentada como alternativa à psiquiatrização e patologização da experiência trans, tendo em vista o seu distinto uso diagnóstico, o privilégio da singularidade em sua prática e o caráter subversivo de sua epistemologia.

Cet article commence par examiner la relation entre le pouvoir de normalisation, le dispositif de diagnostic et la pathologisation de la transsexualité pour exposer la fonction de la norme sous différents angles dans la discussion sur le normal et le pathologique dans le contexte de l'expérience trans. Les difficultés découlant des hypothèses normatives qui servent de lignes directrices aux politiques publiques et privées sur l'accès au processus de transsexualisation sont mises en question. À travers une discussion épistémique, l'expérience trans et sa pathologisation sont analysées en relation avec la fonction diagnostique en psychiatrie et en psychanalyse, en observant la rigueur de leurs spécificités. Enfin, l'orientation lacanienne est présentée comme une alternative à la psychiatrisation et à la pathologisation de l'expérience trans, compte tenu de son usage diagnostique distinct, du privilège de la singularité dans sa pratique et du caractère subversif de son épistémologie

This article begins by examining the relationship between the power of normalization, the diagnostic device and the pathologization of transsexuality to expose the function of the norm from different perspectives in the discussion about the normal and the pathological in the context of the trans experience. Difficulties arising from normative assumptions that serve as guidelines for public and private policies on access to the transsexualization process are examined. Through an epistemic discussion, the trans experience and its pathologization are analyzed in relation to the diagnostic function in psychiatry and psychoanalysis, observing the rigor of their specificities. Finally, the Lacanian orientation is presented as an alternative to the psychiatrization and pathologization of the trans experience, given its distinct diagnostic use, the privilege of singularity in its practice and the subversive character of its epistemology

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Background: Around 10% of people report a drug allergy and avoid some medications because of fear of allergic reactions. However, only after a proper diagnostic workup can some of these reactions be confirmed as allergic or nonallergic hypersensitivities. Beta-lactams (BLs) are the most common medication suspected of being involved in drug hypersensivity reactions (DHRs) in children. Recently, direct oral provocation tests (DPT) with BLs gained popularity within pediatric populations as a tool for delabeling children with suspected BL allergies. This study aimed to evaluate the safety of direct provocation tests in infants with mild cutaneous non-immediate reactions to BLs. Methods: The authors retrospectively analyzed the data of 151 infants between 2015 and 2022, referred for evaluating a suspected allergy to BLs that occurred before age 24 months. Results: The mean age of the children, including 55% male kids, at the suspected reaction was 15.9 months and the mean age at the time of the DPT was 39.6 months. In most cases, antibiotics were prescribed to treat common upper respiratory infections, such as acute otitis (54.3%) and acute tonsillitis (27.2%). Amoxicillin was considered the culprit drug in 62.9% of the cases, and the combination of amoxicillin–clavulanic acid in the case of 33.8% of children. The most frequent associated cutaneous clinical manifestations were maculopapular exanthema in 74.8% and delayed urticaria/angioedema in 25.2%. Of the 151 infants evaluated, parents of 149 infants agreed for a direct DPT, and only three had a positive test (2%). Symptoms resulting from the DPT were mild and easily treatable. Conclusions: A direct DPT without prior tests is a safe and effective procedure to delabel BL allergy, even in infants... (AU)

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