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1.
Eur J Pediatr ; 183(8): 3309-3317, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38722335

RESUMO

Tetralogy of Fallot is the most common cyanotic congenital heart disease. For decades, our institution has cared for humanitarian patients with late presentation of tetralogy of Fallot. They are characterized by severe right ventricular hypertrophy with consecutive diastolic dysfunction, increasing the risk of postoperative low cardiac output syndrome (LCOS). By right ventricular restrictive physiology, we hypothesized that patients receiving early postoperative beta-blockers (within 48 h after cardiopulmonary bypass) may have better diastolic function and cardiac output. This is a retrospective cohort study in a single-center tertiary pediatric intensive care unit. We included > 1-year-old humanitarian patients with a confirmed diagnosis of tetralogy of Fallot undergoing a complete surgical repair between 2005 and 2019. We measured demographic data, preoperative echocardiographic and cardiac catheterization measures, postoperative mean heart rate, vasoactive-inotropic scores, LCOS scores, length of stay, and mechanical ventilation duration. One hundred sixty-five patients met the inclusion criteria. Fifty-nine patients (36%) received early postoperative beta-blockers, associated with a lower mean heart rate, higher vasoactive-inotropic scores, and lower LCOS scores during the first 48 h following cardiopulmonary bypass. There was no significant difference in lengths of stay and ventilation. Conclusion: Early postoperative beta-blockers lower the prevalence of postoperative LCOS at the expense of a higher need for vasoactive drugs without any consequence on length of stay and ventilation duration. This approach may benefit the specific population of children undergoing a late complete repair of tetralogy of Fallot. What is Known: • Prevalence of low cardiac output syndrome is high following a late complete surgical repair of tetralogy of Fallot. What is New: • Early postoperative beta-blockade is associated with lower heart rate, prolonged relaxation time, and lower prevalence of low cardiac output syndrome. • Negative chronotropic agents like beta-blockers may benefit selected patients undergoing a late complete repair of tetralogy of Fallot, who are numerous in low-income countries.


Assuntos
Antagonistas Adrenérgicos beta , Tetralogia de Fallot , Humanos , Tetralogia de Fallot/cirurgia , Estudos Retrospectivos , Feminino , Masculino , Antagonistas Adrenérgicos beta/uso terapêutico , Pré-Escolar , Lactente , Débito Cardíaco/efeitos dos fármacos , Criança , Complicações Pós-Operatórias/epidemiologia , Baixo Débito Cardíaco/etiologia , Cuidados Pós-Operatórios/métodos , Procedimentos Cirúrgicos Cardíacos/efeitos adversos , Procedimentos Cirúrgicos Cardíacos/métodos
3.
Front Robot AI ; 11: 1378149, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38736660

RESUMO

This paper focuses on the design of Convolution Neural Networks to visually guide an autonomous Unmanned Aerial Vehicle required to inspect power towers. The network is required to precisely segment images taken by a camera mounted on a UAV in order to allow a motion module to generate collision-free and inspection-relevant manoeuvres of the UAV along different types of towers. The images segmentation process is particularly challenging not only because of the different structures of the towers but also because of the enormous variability of the background, which can vary from the uniform blue of the sky to the multi-colour complexity of a rural, forest, or urban area. To be able to train networks that are robust enough to deal with the task variability, without incurring into a labour-intensive and costly annotation process of physical-world images, we have carried out a comparative study in which we evaluate the performances of networks trained either with synthetic images (i.e., the synthetic dataset), physical-world images (i.e., the physical-world dataset), or a combination of these two types of images (i.e., the hybrid dataset). The network used is an attention-based U-NET. The synthetic images are created using photogrammetry, to accurately model power towers, and simulated environments modelling a UAV during inspection of different power towers in different settings. Our findings reveal that the network trained on the hybrid dataset outperforms the networks trained with the synthetic and the physical-world image datasets. Most notably, the networks trained with the hybrid dataset demonstrates a superior performance on multiples evaluation metrics related to the image-segmentation task. This suggests that, the combination of synthetic and physical-world images represents the best trade-off to minimise the costs related to capturing and annotating physical-world images, and to maximise the task performances. Moreover, the results of our study demonstrate the potential of photogrammetry in creating effective training datasets to design networks to automate the precise movement of visually-guided UAVs.

4.
Clin Nutr ESPEN ; 55: 384-391, 2023 06.
Artigo em Inglês | MEDLINE | ID: mdl-37202072

RESUMO

BACKGROUND AND AIMS: Daily caloric and protein intake is crucial for the management of critically ill children. The benefit of feeding protocols in improving daily nutritional intake in children remains controversial. This study aimed to assess whether the introduction of an enteral feeding protocol in a paediatric intensive care unit (PICU) improves daily caloric and protein delivery on day 5 after admission and the accuracy of the medical prescription. METHODS: Children admitted to our PICU for a minimum of 5 days who received enteral feeding were included. Daily caloric and protein intake were recorded and retrospectively compared before and after the introduction of the feeding protocol. RESULTS: Caloric and protein intake was similar before and after introduction of the feeding protocol. The prescribed caloric target was significantly lower than the theoretical target. The children who received less than 50% of the caloric and protein targets were significantly heavier and taller than those who received more than 50%; the patients who received more than 100% of the caloric and protein aims on day 5 after admission had a decreased PICU length of stay and decreased duration of invasive ventilation. CONCLUSION: The introduction of a physician-driven feeding protocol was not associated with an increase in the daily caloric or protein intake in our cohort. Other methods of improving nutritional delivery and patient outcomes need to be explored.


Assuntos
Ingestão de Energia , Médicos , Criança , Humanos , Estudos Retrospectivos , Unidades de Terapia Intensiva Pediátrica , Nutrição Enteral/métodos
5.
Neonatology ; 118(5): 546-552, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34352783

RESUMO

BACKGROUND: Pediatric organ donation after circulatory determination of death (DCD) has increased in recent years; however, there are few data reporting the number of neonatal potential DCD organ donors and no Canadian-specific reports. OBJECTIVE: The main objective of this study was to estimate the number of patients who may have become actual DCD organ donors from a single, tertiary neonatal intensive care unit (NICU) over 5 years. METHODS: We reviewed all medical charts of newborns ≥2.5 kg, who died in our center's NICU from January 2013 to December 2017. We determined how many could have become actual organ donors after brain death (DBD) or DCD based on 3 sets of organ-specific eligibility criteria defined as conservative, standard, and liberal. RESULTS: Of the 39 deceased patients, none met the criteria for DBD. Twenty-nine (75%) died after the withdrawal of life-sustaining therapies. According to the conservative criteria, 1 patient would have been eligible for kidneys and liver donation. Three patients met standard criteria for kidneys and 1 for liver. Eight patients would have been eligible donors for kidneys, 7 for liver, and 2 for heart according to liberal criteria. Only 2 patients were evaluated for DCD, and no organ donation was performed. CONCLUSIONS: While uncommon, we identified potential DCD organ donors in the NICU population for kidney, heart, and liver transplants. The substantial variability in the number of potential donors depending on the selected eligibility criteria emphasizes the need for a standardized definition adapted to local capacities.


Assuntos
Unidades de Terapia Intensiva Neonatal , Obtenção de Tecidos e Órgãos , Morte Encefálica , Criança , Morte , Humanos , Recém-Nascido , Rim , Fígado , Estudos Retrospectivos
6.
Res Pract Thromb Haemost ; 4(5): 842-847, 2020 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-32685893

RESUMO

BACKGROUND: The rapid spread of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), and coronavirus disease 2019 (COVID-19), has caused more than 3.9 million cases worldwide. Currently, there is great interest to assess venous thrombosis prevalence, diagnosis, prevention, and management in patients with COVID-19. OBJECTIVES: To determine the prevalence of venous thromboembolism (VTE) in critically ill patients with COVID-19, using lower limbs venous ultrasonography screening. METHODS: Beginning March 8, we enrolled 25 patients who were admitted to the intensive care unit (ICU) with confirmed SARS-CoV-2 infections. The presence of lower extremity deep vein thrombosis (DVT) was systematically assessed by ultrasonography between day 5 and 10 after admission. The data reported here are those available up to May 9, 2020. RESULTS: The mean (± standard deviation) age of the patients was 68 ± 11 years, and 64% were men. No patients had a history of VTE. During the ICU stay, 8 patients (32%) had a VTE; 6 (24%) a proximal DVT, and 5 (20%) a pulmonary embolism. The rate of symptomatic VTE was 24%, while 8% of patients had screen-detected DVT. Only those patients with a documented VTE received a therapeutic anticoagulant regimen. As of May 9, 2020, 5 patients had died (20%), 2 remained in the ICU (8%), and 18 were discharged (72%). CONCLUSIONS: In critically ill patients with SARS-CoV-2 infections, DVT screening at days 5-10 of admission yielded a 32% prevalence of VTE. Seventy-five percent of events occurred before screening. Earlier screening might be effective in optimizing care in ICU patients with COVID-19.

8.
Int J Artif Organs ; 42(9): 521-524, 2019 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-30968739

RESUMO

Refractory cardiogenic and vasoplegic shock after congenital heart surgery is a threatening condition leading to high morbidity and mortality. Control of hemodynamic and inflammatory response is fundamental in medical strategy. We report the case of a newborn with cardiogenic and vasoplegic shock secondary to cardiopulmonary bypass for atrioseptostomy and prostaglandin treatment in the context of hypoplastic left heart syndrome, successfully treated with a combination of mechanical circulatory support and cytokine hemoadsorption column (CytoSorb®). Vasopressor support was weaned during the time of treatment without multiple organ failure occurrence. The use of CytoSorb® cartridge inserted in an extra-corporeal circuit even in a newborn is easy and feasible, as long as some precautions are considered. Routine monitoring of drugs levels is mandatory during the use of the cartridge and immediately after.


Assuntos
Ponte Cardiopulmonar/efeitos adversos , Oxigenação por Membrana Extracorpórea , Cardiopatias Congênitas/cirurgia , Choque Cardiogênico/terapia , Desintoxicação por Sorção , Humanos , Recém-Nascido , Masculino , Complicações Pós-Operatórias , Choque Cardiogênico/etiologia
9.
Front Pediatr ; 6: 261, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-30356838

RESUMO

A 73-days old infant of 34 weeks' gestation was hospitalized with a co-infection of respiratory syncytial virus (RSV) and Bordetella pertussis (BP). She required invasive ventilation for 9 days in the context of malignant pertussis with persistent hypoxemia and hypercapnia secondary to a leukemoid reaction. Despite an increase of white blood cell (WBC) count up to 70 G/L and ensuing pulmonary hypertension, no hemodynamic compromise occurred. Without clear indication for leukapheresis nor exchange transfusion, an off-label treatment with hydroxyurea was given for 5 days with gradual decrease of WBC count, without any complication and hospital discharge on day 29. To our knowledge, no effective therapy for malignant pertussis has been described in the literature and complications are frequent with leukoreduction procedures. We discuss an alternative to invasive procedures in young infants to fulfill the need to decrease rapidly leukocyte counts in a leukemoid reaction associated with Bordetella pertussis infection. To our knowledge, hydroxyurea has never been used in malignant pertussis but is a well-known medication for oncologic and hematologic diseases such as acute myeloid leukemia or sickle cell anemia. Its effects in this setting are not well understood but the positive outcome in our patient supports the need for further studies.

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