Embracing the future-is artificial intelligence already better? A comparative study of artificial intelligence performance in diagnostic accuracy and decision-making.

BACKGROUND AND PURPOSE: The integration of artificial intelligence (AI) in healthcare has the potential to revolutionize patient care and clinical decision-making. This study aimed to explore the reliability of large language models in neurology by comparing the performance of an AI chatbot with neurologists in diagnostic accuracy and decision-making. METHODS: A cross-sectional observational study was conducted. A pool of clinical cases from the American Academy of Neurology's Question of the Day application was used as the basis for the study. The AI chatbot used was ChatGPT, based on GPT-3.5. The results were then compared to neurology peers who also answered the questions-a mean of 1500 neurologists/neurology residents. RESULTS: The study included 188 questions across 22 different categories. The AI chatbot demonstrated a mean success rate of 71.3% in providing correct answers, with varying levels of proficiency across different neurology categories. Compared to neurology peers, the AI chatbot performed at a similar level, with a mean success rate of 69.2% amongst peers. Additionally, the AI chatbot achieved a correct diagnosis in 85.0% of cases and it provided an adequate justification for its correct responses in 96.1%. CONCLUSIONS: The study highlights the potential of AI, particularly large language models, in assisting with clinical reasoning and decision-making in neurology and emphasizes the importance of AI as a complementary tool to human expertise. Future advancements and refinements are needed to enhance the AI chatbot's performance and broaden its application across various medical specialties.

Study protocol for a pilot randomised controlled trial evaluating the feasibility and effectiveness of non-pharmacological interventions to recover functionality after a transient ischaemic attack or a minor stroke: the 'Back to Normal' trial.

INTRODUCTION: Transient ischaemic attack (TIA) and minor stroke are frequently assumed as temporary or non-disabling events. However, evidence suggests that these patients can experience relevant impairment and functional disability. Therefore, the present study aims to evaluate the feasibility and effectiveness of a 3-month multidomain intervention programme, composed of five non-pharmacological strategies, aimed at accelerating return to pre-event level of functionality in patients with TIA or minor stroke. METHODS AND ANALYSIS: Patients diagnosed with a TIA or a minor stroke are being recruited at the emergency or neurology departments of the Hospital Pedro Hispano, located in Matosinhos, Portugal (n=70). Those who accept to participate will be randomly allocated to two groups (1:1): (a) Intervention-receives a 3 months combined approach, initiating early post-event, composed of cognitive training, physical exercise, nutrition, psychoeducation and assessment/correction of hearing loss; (b) Control-participants will not be subject to any intervention. Both groups will receive the usual standard of care provided to these diseases. Recruitment began in May 2022 and is expected to continue until March 2023. Socio-demographic characteristics, lifestyles, health status, cognitive function, symptoms of anxiety and depression and quality of life will be assessed; as well as anthropometry, blood pressure and physical condition. Time to complete or partial recovery of instrumental activities of daily living will be assessed using an adapted version of the Frenchay Activities Index. All participants will be evaluated before the intervention and after 3 months. ETHICS AND DISSEMINATION: This study was approved by the Ethics Committee of the Local Health Unit of Matosinhos (Ref. 75/CES/JAS). Written informed consent will be required from all the participants; data protection and confidentiality will be also ensured. The findings of this project are expected to be submitted for publication in scientific articles, and the main results will be presented at relevant scientific meetings. TRIAL REGISTRATION NUMBER: NCT05369637.

Safety and Outcome of Revascularization Treatment in Patients With Acute Ischemic Stroke and COVID-19: The Global COVID-19 Stroke Registry.

BACKGROUND AND OBJECTIVES: COVID-19-related inflammation, endothelial dysfunction, and coagulopathy may increase the bleeding risk and lower the efficacy of revascularization treatments in patients with acute ischemic stroke (AIS). We aimed to evaluate the safety and outcomes of revascularization treatments in patients with AIS and COVID-19. METHODS: This was a retrospective multicenter cohort study of consecutive patients with AIS receiving intravenous thrombolysis (IVT) and/or endovascular treatment (EVT) between March 2020 and June 2021 tested for severe acute respiratory syndrome coronavirus 2 infection. With a doubly robust model combining propensity score weighting and multivariate regression, we studied the association of COVID-19 with intracranial bleeding complications and clinical outcomes. Subgroup analyses were performed according to treatment groups (IVT-only and EVT). RESULTS: Of a total of 15,128 included patients from 105 centers, 853 (5.6%) were diagnosed with COVID-19; of those, 5,848 (38.7%) patients received IVT-only and 9,280 (61.3%) EVT (with or without IVT). Patients with COVID-19 had a higher rate of symptomatic intracerebral hemorrhage (SICH) (adjusted OR 1.53; 95% CI 1.16-2.01), symptomatic subarachnoid hemorrhage (SSAH) (OR 1.80; 95% CI 1.20-2.69), SICH and/or SSAH combined (OR 1.56; 95% CI 1.23-1.99), 24-hour mortality (OR 2.47; 95% CI 1.58-3.86), and 3-month mortality (OR 1.88; 95% CI 1.52-2.33). Patients with COVID-19 also had an unfavorable shift in the distribution of the modified Rankin score at 3 months (OR 1.42; 95% CI 1.26-1.60). DISCUSSION: Patients with AIS and COVID-19 showed higher rates of intracranial bleeding complications and worse clinical outcomes after revascularization treatments than contemporaneous non-COVID-19 patients receiving treatment. Current available data do not allow direct conclusions to be drawn on the effectiveness of revascularization treatments in patients with COVID-19 or to establish different treatment recommendations in this subgroup of patients with ischemic stroke. Our findings can be taken into consideration for treatment decisions, patient monitoring, and establishing prognosis. TRIAL REGISTRATION INFORMATION: The study was registered under ClinicalTrials.gov identifier NCT04895462.

The Vagus Nerve Somatosensory-evoked Potential in Neural Disorders: Systematic Review and Illustrative Vignettes.

Objective. To review the scientific publications reporting vagal nerve somatosensory-evoked potential (VSEP) findings from individuals with brain disorders, and present novel physiological explanations on the VSEP origin. Methods. We did a systematic review on the papers reporting VSEP findings from individuals with brain disorders and their controls. We evaluated papers published from 2003 to date indexed in PubMed, Web of Science, and Scielo databases. We extracted the following information: number of patients and controls, type of neural disorder, age, gender, stimulating/recording and grounding electrodes as well as stimulus side, intensity, duration, frequency, and polarity. Information about physiological parameters, neurobiological variables, and correlation studies was also reviewed. Representative vignettes were included to add support to our conclusions. Results. The VSEP was studied in 297 patients with neural disorders such as Parkinson's disease (PD), Alzheimer's disease, vascular dementia, mild cognitive impairment, subjective memory impairment, major depression, and multiple sclerosis. Scalp responses marked as the VSEP showed high variability, low validity, and poor reproducibility. VSEP latencies and amplitudes did not correlate with disease duration, unified PD rating scale score, or heart function in PD patients nor with cerebrospinal fluid ß amyloid, phosphor-τ, and cognitive tests from patients with mental disorders. Vignettes demonstrated that the VSEP was volume conduction propagating from muscles surrounding the scalp recording electrodes. Conclusion. The VSEP is not a brain-evoked potential of neural origin but muscle activity induced by electrical stimulation of the tragus region of the ear. This review and illustrative vignettes argue against assessing the parasympathetic system using the so-called VSEP.

Impact of right ventricular work and pulmonary arterial compliance on peak exercise oxygen uptake in idiopathic pulmonary arterial hypertension.

BACKGROUND: Pulmonary arterial hypertension (PAH) is associated with increased right ventricular (RV) afterload, RV dysfunction and decreased peak oxygen uptake (pVO2). However, the pulmonary hemodynamic mechanisms measured by exercise right heart catheterization (RHC) that contribute to reduced pVO2 in idiopathic PAH (IPAH) are not completely characterized. Therefore, we sought to evaluate the exercise RHC determinants of pVO2 in patients with IPAH. METHODS: 519 consecutive patients with suspected and/or confirmed pulmonary hypertension were prospectively screened to identify 20 patients with IPAH. All IPAH patients were prospectively evaluated with resting and exercise RHC and cardiopulmonary exercise testing. RESULTS: 85% of the patients were female; the median age was 34[29-42] years old. At peak exercise, mean pulmonary arterial (PA) pressure was 76 ± 17 mmHg, PA wedge pressure was 14 ± 5 mmHg, cardiac output (CO) was 5.7 ± 1.9 L/min, pulmonary vascular resistance was 959 ± 401 dynes/s/cm5 and PA compliance was 0.9[0.6-1.2] ml/mmHg. On univariate analysis, pVO2 positively correlated to peak CO, peak cardiac index, peak stroke volume index, peak RV stroke work index (RVSWI) and peak oxygen saturation. There was a negative correlation between pVO2 and Δ (rest to peak change) PA compliance. In age-adjusted multivariate model, peak RVSWI (Coefficient = 0.15, Beta = 0.63, 95% CI [0.07-0.22], p < 0.01) and ΔPA compliance (Coefficient = -2.51, Beta = -0.43, 95% CI [-4.34-(-0.68)], p = 0.01) had the best performance predicting pVO2 (R2 = 0.66). CONCLUSIONS: In conclusion, a load dependent measurement of RV function (RVSWI) and the pulsatile component of RV afterload (ΔPA compliance) significantly influence pVO2 in IPAH, further highlighting the pivotal role of hemodynamic coupling to IPAH exercise capacity.

The vagus nerve somatosensory evoked potential in the intact brain: state-of-evidence and some representative vignettes.

OBJECTIVE: Scalp-recorded evoked potentials elicited by applying afferent electrical stimulation at the tragus region of the human external ear have shown inconsistent results. We aim to disentangle discrepant findings and interpretations, and put forward novel physiological explanations on the origin of the vagus nerve somatosensory evoked potentials (VSEP). METHODS: We systematically search and critically appraise in PubMed, Web of Science, and Scielo databases the scientific reports publishing VSEP findings elicited by afferent electrical stimulation at the tragus region from individuals without brain disorders. Eligible studies published from January 2000 to April 2020 were extracted. The following information was identified from each article: number of participants; age; gender; stimulating/recording and grounding electrodes as well as stimulus side, intensity, duration, frequency, and polarity. Information about physiological parameters and neurobiological variables was also extracted. Representative vignettes with novel scalp responses induced by stimulating the tragus were also included to add support to our conclusions. RESULTS: 140 healthy participants were identified from six selected reports. Mean age ranged from 24.3 to 61.5 years. Stimulating and recording aspects were miscellaneous among studies. Scalp responses marked as the VSEP were recorded in 76% of participants, and showed high variability, low validity and poor reproducibility. Age correlated with response latencies. There were not gender differences in scalp response parameters. Cardiovascular function was unaltered by tragus stimulation. Vignettes showed that the VSEP was scalp muscle responses. CONCLUSION: VSEP did not fulfil evoked potential guidelines. VSEP corresponded to volume conduction propagating from muscles surrounding scalp recording sites.

Inspiratory muscle weakness contributes to exertional dyspnea in chronic thromboembolic pulmonary hypertension.

Determination of potentially-reversible factors contributing to exertional dyspnea remains an unmet clinical need in chronic thromboembolic pulmonary hypertension (CTEPH). Therefore, we aimed to evaluate the influence of inspiratory muscle weakness (IMW) on exercise capacity and dyspnea during effort in patients with CTEPH. We performed a prospective cross-sectional study that included thirty-nine consecutive patients with CTEPH (48 ± 15 yrs, 61% female) confirmed by right heart catheterization that underwent an incremental cardiopulmonary exercise test, 6-minute walk test and maximum inspiratory pressure (MIP) measurement. MIP < 70%pred was found in 46% of patients. On a multiple linear regression analysis, MIP was independently associated with 6MWD and [Formula: see text]. Patients with MIP < 70% presented greater [Formula: see text] than those with MIP ≥ 70%. Additionally, they also presented stronger sensations of dyspnea throughout exercise, even when adjusted for ventilation. At rest and at different levels of exercise, mean inspiratory flow (VT/TI) was significantly higher in patients with MIP < 70%. In conclusion, IMW is associated with a rapid increase of dyspnea, higher inspiratory load and poor exercise capacity in patients with CTEPH.

Visão geral do diagnóstico e identificação de pacientes de risco / Overview of the diagnosis and identification of at-risk populations

A hipertensão pulmonar é um estado hemodinâmico e fisiopatológico que pode ser encontrado em diversas condições clínicas e quando presente, está associada ao aumento da morbimortalidade. Somados à etiologia diversa estão os achados clínicos inespecíficos. Esses dois aspectos contribuem para o atraso no diagnóstico e, por conseguinte, no início do tratamento. Daí a importância da sistematização da avaliação diagnóstica aliada à suspeição clínica na investigação de dispneia, sobretudo nas populações de risco, visando o diagnóstico etiológico correto e a instituição de medidas terapêuticas adequadas. O seguimento desses pacientes deverá ser feito também de forma sistemática, associado a ferramentas complementares que permitam a avaliação adequada da gravidade da doença...

Pulmonary hypertension is a hemodynamic and pathophysiological state that can be find in various clinical conditions and is associated with increased morbidity and mortality. As symptoms are nonspecific and the condition is uncommon, usually the diagnosis is delayed and, consequently, the start of treatment.Hence, the importance of systematization of diagnostic evaluation combined with clinical suspicion in dyspnea research, especially in at-risk populations, in order to achieve the correct etiologic diagnosis and institution of appropriate therapeutic measures. The follow-up of these patients also should be do systematically, together with complementary tools that allow the proper assessment of disease severity...

Avaliação clínica dos pacientes atendidos no ambulatório de pneumologia de um hospital terciário do município de São Paulo / Clinical evaluation of patients treated at the pulmonary outpatient service of a tertiary hospital in São Paulo

As doenças pulmonares representam a segunda principal causa de óbito nos idosos, atrás apenas das doenças cardiovasculares. E ocupam o primeiro lugar entre as causas de internação no Sistema Único de Saúde - SUS. (...) (AU)

Avaliação clínica dos pacientes atendidos no ambulatório de pneumologia de um hospital terciário do município de São Paulo

As doenças pulmonares representam a segunda principal causa de óbito nos idosos, atrás apenas das doenças cardiovasculares. E ocupam o primeiro lugar entre as causas de internação no Sistema Único de Saúde - SUS. (...)

Avaliação clínica dos pacientes atendidos no ambulatório de pneumologia de um hospital terciário do município de São Paulo / Clinical evaluation of patients treated at the pulmonary outpatient service of a tertiary hospital in São Paulo

As doenças pulmonares representam a segunda principal causa de óbito nos idosos, atrás apenas das doenças cardiovasculares. E ocupam o primeiro lugar entre as causas de internação no Sistema Único de Saúde - SUS...

Efeito do óleo de andiroba na isquemia e reperfusão renal em ratos / Effect of andiroba oil in of rats submited to renal ischemia and Rreperfusion

Objetivo: avaliar o efeito do óleo de andiroba no parênquima renal de ratos submetidos à isquemia e reperfusão. Método: utilizados 24 Rattus norvegicus albinus, Wistar, machos adultos, distribuídos em 2 grupos: grupo andiroba e grupo controle. No grupo controle, 9 dos 12 ratos foram submetidos à isquemia renal por 30 minutos, seguido de reperfusão. Posteriormente, realizou-se a nefrectomia esquerda e envio das peças para análise histopatológica em períodos de 24 (C24), 48 (C48) e 72 horas (C72) de reperfusão. No grupo andirobafoi administrado óleo por gavagem, na dose de 0,63 ml/kg durante 7 dias prévios à cirurgia. Em 9 dos 12 ratos, os animais foram submetidos aos mesmos procedimentos descritos para o grupo controle. Os demais ratos dos grupos foram submetidos à nefrectomia esquerda, sem o processo de isquemia-reperfusão. Resultados: o grupo andiroba não apresentou sinais de necrose tubular nem esteatonecrose renal; o seu infiltrado inflamatório localizouse pericapsular.e na gordura perirenal, com variação na distribuição e intensidade: focal leve no A24 e difuso moderado no A48 e A72. O grupo controle apresentou infiltrado difuso, sendo leve no C24, moderado no C48 e intenso, C72, com localização em região pericapsular, gordura perirenal e, no caso do C72, intersticial. Quanto à necrose, C24 mostrou-se ausente e no restante, estatonecrose renal esteve presente bem como necrose tubular focal em C48 e extensa em C72. Conclusão: o óleo de andiroba apresentou efeito protetor no parênquima renal dos ratos submetidos a isquemiareperfusão.

Objective: this study aims to verify the effect of andiroba oil on rats submited ischemia and reperfusion. Wistar, males, adults, were used, distributed in 2 rgoups: Control Group, in wich 9 of the 12 rats were submitted to 30 minutes of ischemia, than in groups of 3 were nephrectomized after 24, 48 and 72 hours and the kidneys were sent to anathomopathological analysis.; and Andiroba Group, in wich 9 of the 12 rats received andiroba, than were submited to renal ischemia and reperfusion. In groups of 3 were nephrectomized after 24, 48 and 72 hours and the kidneys were sent to anathomopathological analysis. To get a normality standard of the rats anathomopathological features, 3 animais of each grollp were nephrectomized and the kidneys were analised without ischemia. Results: the Group A24 had no necrosis and mild focal inflammatory infiltrate. The group C24 also had no necrosis, bllt showed diffllse inflammatory infiltrate. Animais from A48 had moderate diffuse inflammatory infiltrate, with no signs of necrosis. Very different from C48 wich had intense and diffuse inflammatory infiltrate, perirenal steatonecrosis and focal necrosis of renal tubular epithelium.the group A72 had moderate diffuse inflammatory infiltrate, with no signs of necrosis. Although the group C72 had intense and diffuse inflammatory infiltrate, perirenal steatonecrosis and intense necrosis of renal tubular epithelium. Conclusions: the andiroba oil reduced of the renal injury caused by ischemia-reperfusion.