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2.
Neonatology ; 120(4): 441-449, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37231912

RESUMO

INTRODUCTION: Heterogeneous MRI manifestations restrict the efficiency and consistency of neuroradiologists in diagnosing hypoxic-ischemic encephalopathy (HIE) due to complex injury patterns. This study aimed to develop and validate an intelligent HIE identification model (termed as DLCRN, deep learning clinical-radiomics nomogram) based on conventional structural MRI and clinical characteristics. METHODS: In this retrospective case-control study, full-term neonates with HIE and healthy controls were collected in two different medical centers from January 2015 to December 2020. Multivariable logistic regression analysis was implemented to establish the DLCRN model based on conventional MRI sequences and clinical characteristics. Discrimination, calibration, and clinical applicability were used to evaluate the model in the training and validation cohorts. Grad-class activation map algorithm was implemented to visualize the DLCRN. RESULTS: 186 HIE patients and 219 healthy controls were assigned to the training, internal validation, and independent validation cohorts. Birthweight was incorporated with deep radiomics signatures to create the final DLCRN model. The DLCRN model achieved better discriminatory power than simple radiomics models, with an area under the curve (AUC) of 0.868, 0.813, and 0.798 in the training, internal validation, and independent validation cohorts, respectively. The DLCRN model was well calibrated and has clinical potential. Visualization of the DLCRN highlighted the lesion areas that conformed to radiological identification. CONCLUSION: Visualized DLCRN may be a useful tool in the objective and quantitative identification of HIE. Scientific application of the optimized DLCRN model may save time for screening early mild HIE, improve the consistency of HIE diagnosis, and guide timely clinical management.


Assuntos
Aprendizado Profundo , Hipóxia-Isquemia Encefálica , Recém-Nascido , Humanos , Estudos Retrospectivos , Estudos de Casos e Controles , Hipóxia-Isquemia Encefálica/diagnóstico por imagem , Hipóxia-Isquemia Encefálica/patologia , Imageamento por Ressonância Magnética
3.
Front Pediatr ; 11: 1089241, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37025293

RESUMO

Objective: Our aim was to explore the clinical value of multimodal imaging examinations in the diagnosis of congenital pyriform fossa fistula in children, so as to provide clues for the early diagnosis and treatment of congenital pyriform fossa fistula. Methods: The clinical and imaging data of 55 children with pyriform fossa fistula diagnosed surgically in our hospital from 2015 to 2018 were analyzed retrospectively. All 55 patients underwent a CT scan. Of those patients, contrast enhancement CT was performed in 47 cases, MRI was performed in 2 cases, and barium esophagography was performed in 41 cases. Results: Among the 55 cases, there were 24 male patients and 31 female patients. The age ranged from 11 months to 13 years old, and the median age was 3.8 years old. The lesions of 49 cases (89.1%) were located on the left side, and the imaging of CT showed soft tissue mass in the anterior cervical region blurred boundary. There was ipsilateral thyroid involvement in 50 cases (90.9%), trachea and/or carotid sheath extension in 43 cases (78.2%), abscess formation in 39 cases (70.9%), and pneumatosis in 25 cases (45.5%). The CT examination of 22 children after treatment showed a linear or tubular low-density shadow in the thyroid gland, gas accumulation in the anterior cervical region or thyroid, and residual contrast medium, partly. A total of 24 cases underwent barium esophagography during the acute phase, and 15 cases (62.5%) showed sinus formation from the pyriform fossa downward or punctate high-density shadow in the anterior cervical region. The 2 cases where MRI was performed showed abscess formation in one side of the neck and thyroid involvement. Conclusion: Pyriform fossa fistula is most common in the left anterior cervical region, and it is closely related to the thyroid gland. The plain and enhanced-contrast CT scan can be used as the first choice during the infection stage. It helps to understand the location, extent, and structure of the surrounding tissue. The preliminary diagnosis of pyriform sinus fistula was according to the imaging features. It provided an important basis for clinical diagnosis and reduced the pain caused by repeated infection or surgical incision and drainage.

4.
Eur J Radiol ; 160: 110690, 2023 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-36680908

RESUMO

PURPOSE: We aimed to analyze the microstructure changes of knee cartilage in Juvenile idiopathic arthritis (JIA) patients with active synovitis using quantitative magnetic resonance imaging (MRI) T2 mapping technique. MATERIALS AND METHODS: This study included 23 JIA patients, who underwent bilateral knee joints by using a MR imaging protocol with the addition of a coronal T2 mapping. The femorotibial joint cartilage of participants was divided into eight subregions. Twenty-four (52.17%) of 46 joints (non-synovitis group), and twenty-two (47.83%) joint cases (active-synovitis group) were respectively calculated the T2 mean values for each subregion. Student's T test or Mann-Whitney U test was used to determine the statistical differences of each subregion in the non-synovitis and active-synovitis groups, which is also applied to define the distribution differences of cartilage subregion in femoral and tibial. RESULTS: The T2 mean values of the superficial and deep zone of cartilage for active synovitis group were respectively higher than those for non-synovitis group (P < 0.05), except for the deep zone of cartilage in lateral tibial plateau (LTP) (P > 0.05). The mean T2 values of the deep zone in femoral cartilage for active synovitis group were significantly higher than that of tibial (P < 0.05). CONCLUSION: The finding of an increased average T2 values in active synovitis for JIA patients, especially in the deep cartilage of femoral condyle, which suggests that T2 values may reflect cartilage microstructure differences that occur in JIA. T2 mapping as an objective and quantitative method may allow for early detection of cartilage changes.


Assuntos
Artrite Juvenil , Cartilagem Articular , Sinovite , Humanos , Artrite Juvenil/diagnóstico por imagem , Artrite Juvenil/patologia , Cartilagem Articular/diagnóstico por imagem , Cartilagem Articular/patologia , Articulação do Joelho/diagnóstico por imagem , Articulação do Joelho/patologia , Tíbia/patologia , Sinovite/patologia , Imageamento por Ressonância Magnética/métodos
5.
World J Pediatr ; 19(3): 231-242, 2023 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-36409451

RESUMO

Monkeypox is a zoonotic disease. Since the first human monkeypox case was detected in 1970, it has been prevalent in some countries in central and western Africa. Since May 2022, monkeypox cases have been reported in more than 96 non-endemic countries and regions worldwide. As of September 14, 2022, there have been more than 58,200 human monkeypox cases, and there is community transmission. The cessation of smallpox vaccination in 1980, which had some cross-protection with monkeypox, resulted in a general lack of immunity to monkeypox, which caused global concern and vigilance. As of September 14, 2022, there are four monkeypox cases in China, including three in Taiwan province and one in Hong Kong city. Previous foreign studies have shown that children are vulnerable to monkeypox and are also at high risk for severe disease or complications. In order to improve pediatricians' understanding of monkeypox and achieve early detection, early diagnosis, early treatment,  and early disposal, we have organized national authoritative experts in pediatric infection, respiratory, dermatology, critical care medicine, infectious diseases, and public health and others to formulate this expert consensus, on the basis of the latest "Clinical management and infection prevention and control for monkeypox" released by The World Health Organization, the "guidelines for diagnosis and treatment of monkeypox (version 2022)" issued by National Health Commission of the People's Republic of China and other relevant documents. During the development of this consensus, multidisciplinary experts have repeatedly demonstrated the etiology, epidemiology, transmission, clinical manifestations, laboratory examinations, diagnosis, differential diagnosis, treatment, discharge criteria, prevention, disposal process, and key points of prevention and control of suspected and confirmed cases.


Assuntos
Mpox , Humanos , Criança , Mpox/diagnóstico , Mpox/epidemiologia , Mpox/prevenção & controle , Saúde Pública , Diagnóstico Diferencial , Vacinação , China/epidemiologia
6.
Ear Nose Throat J ; : 1455613221147344, 2022 Dec 21.
Artigo em Inglês | MEDLINE | ID: mdl-36542778

RESUMO

OBJECTIVE: The present study aimed to introduce the surgical method for addressing type II first branchial cleft anomalies (FBCAs) in patients with visible abnormalities lateral to the tympanic membrane. DESIGN: Retrospective analysis. SETTING: Beijing Children's Hospital of Capital Medical University from January 2016 to January 2020. METHOD: We performed a retrospective analysis of data from patients with type II FBCAs with visible abnormalities lateral to the tympanic membrane. All patients underwent magnetic resonance imaging, (MRI), computed tomography (CT), and otoscopy examinations before surgery. Data regarding the patient's age, location of the opening, side affected, MRI/CT results, otoscopy findings, the relationship between the lesion and the external auditory canal (EAC), complications, and surgical procedure were recorded. RESULTS: 15 patients with type II FBCAs (Work's classification) were included in our study. There were 3 different types of visible abnormalities lateral to the tympanic membrane: white masses (Type A), a fibrous band between the tympanic membrane and the EAC floor (Type B), and defects in the inferior wall of the EAC (Type C). Types A and C demonstrated internal fistulas of the FBCA. The roots of the FBCA in all 3 types were deep. Endoscopy was required for complete exposure of the fistula, especially for Types A and C. CONCLUSION: Some type II FBCAs patients had visible abnormalities lateral to the tympanic membrane. Otoscope was recommended for routine examination. For these kinds of patients, combined endoscopy during surgery was helpful for reducing the recurrence rate. LEVEL OF EVIDENCE: Level 3.

7.
Artigo em Chinês | MEDLINE | ID: mdl-36217660

RESUMO

Objective:To discuss the application of two surgical methods, trans-mastoid approach and trans-canal endoscopic approach, in the treatment of CerebroSpinal Fluid(CSF) otorhinorrhea due to inner ear malformation(IEM) in children. Methods:Children with CSF otorhinorrhea due to IEM, from July 2015 to Jan 2021, in ENT department, Beijing Children's Hospital were retrospectively analyzed, and the clinical data, surgical methods, complications, recurrence and follow-up were recorded. Results:30 children with CSF otorhinorrhea due to IEM were included. Half of them had a history of otorhinorrhea, and 53.3% of them were diagnosed as cerebrospinal fluid(CSF) otorrhea at the first onset Unilateral and bilateral IEM were 22 cases and 8 cases respectively. All unilateral IEM children had secondary infections such as meningitis or/and pneumonia, and 9.1% had cochlear implantation(CI) due to deafness after meningitis. 87.5% bilateral IEM children had CI due to profound/severe hearing loss. 96.7% CSF otorhinorrhea were unilateral, there was no relationship between CSF otorhinorrhea and the malformation side or the time of CI surgery. Trans-mastoid approach was used in 14 cases, usually involving CI or other operations; and endoscopic approach in 16 cases. The age of trans-mastoid group was younger than that of endoscopic group. No recurrence and complications occured in the trans-mastoid group. In the endoscopic group, 2 cases recurred; 3 cases had complications(2 with temporary facial paralysis and 1 with labyrinth and intracranial pneumatosis). Except one case lost, the others were followed up for 1.2-6.7 years, and no recurrence of pneumonia, meningitis and CSF otorhinorrhea happened. Conclusion:Unilateral IEM usually leads to meningitis or/and pneumonia, and bilateral IEM requires CI. Both trans-mastoid and trans-canal endoscopic approach were effective for CSF otorrhea repair. Trans-mastoid approach is suitable for those who need mastoid exploration, CI or combined with other operations. Trans-canal endoscopic approach was choosed when fistula was confined to the tympanum and ear canal diameter was wide enough.


Assuntos
Orelha Interna , Meningite , Otorreia de Líquido Cefalorraquidiano/diagnóstico , Otorreia de Líquido Cefalorraquidiano/etiologia , Criança , Orelha Média/cirurgia , Humanos , Meningite/complicações , Estudos Retrospectivos
8.
Artigo em Inglês | MEDLINE | ID: mdl-36063519

RESUMO

Electroencephalogram (EEG) based seizure subtype classification is very important in clinical diagnostics. However, manual seizure subtype classification is expensive and time-consuming, whereas automatic classification usually needs a large number of labeled samples for model training. This paper proposes an EEGNet-based slim deep neural network, which relieves the labeled data requirement in EEG-based seizure subtype classification. A temporal information enhancement module with sinusoidal encoding is used to augment the first convolution layer of EEGNet. A training strategy for automatic hyper-parameter selection is also proposed. Experiments on the public TUSZ dataset and our own CHSZ dataset with infants and children demonstrated that our proposed TIE-EEGNet outperformed several traditional and deep learning models in cross-subject seizure subtype classification. Additionally, it also achieved the best performance in a challenging transfer learning scenario. Both our code and the CHSZ dataset are publicized.


Assuntos
Convulsões , Processamento de Sinais Assistido por Computador , Criança , Eletroencefalografia , Humanos , Redes Neurais de Computação
9.
Eur Arch Otorhinolaryngol ; 279(12): 5583-5590, 2022 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-35554663

RESUMO

OBJECTIVE: To compare the performance of the EAONO/JOS, STAMCO, and ChOLE Cholesteatoma Staging Systems in prognostic evaluation of children acquired middle ear cholesteatoma after primary surgery and identify the other factors that could predict cholesteatoma recidivism. And the correlation between the staging and the recidivism of cholesteatoma after grouping according to operation was evaluated. METHODS: A total of 123 ears of 118 patients that underwent surgery for primary cholesteatoma from November 2008 to May 2020 were included in this retrospective study, and then classified and staged according to the EAONO/JOS, STAMCO, and ChOLE cholesteatoma staging system, respectively. Each indicator involved in the system above was analyzed separately to evaluate its prognostic value for cholesteatoma recidivism. RESULTS: The type of surgical procedure performed (P = 0.020) was shown to be associated with cholesteatoma recidivism. Cholesteatoma location the supratubal recess (S1) (P = 0.026, HR = 3.614, 95% CI 1.137, 7.945), and the sinus tympani (S2) (P = 0.004, HR = 4.208, 95% CI 1.574, 11.250) were shown to be significantly associated with disease recidivism. When focusing on the CWU operation group, ossicular chain status in STAMCO stage (P = 0.043) and in the ChOLE stage (P = 0.018) were significantly associated with cholesteatoma recidivism. The results had shown no association between the three stages and cholesteatoma recidivism in the CWD and endoscopic surgery groups. CONCLUSIONS: Based on our study, the EAONO/JOS, STAMCO, and ChOLE Classifications have limited value in predicting cholesteatoma recidivism, in acquired middle ear cholesteatoma in children. Adding the pathological status of the ossicular chain may be useful for predicting the recidivism of cholesteatoma. Additional validation studies are entailed to definitively assess the clinical utility of these classifications.


Assuntos
Colesteatoma da Orelha Média , Criança , Humanos , Colesteatoma da Orelha Média/diagnóstico , Colesteatoma da Orelha Média/cirurgia , Colesteatoma da Orelha Média/complicações , Prognóstico , Estudos Retrospectivos , Nigéria , Ossículos da Orelha/patologia , Resultado do Tratamento
10.
Heliyon ; 8(4): e09268, 2022 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-35464712

RESUMO

Background: Menkes disease is a disorder of copper metabolism and which follows a progressive degeneration of brain. It is a rare X-linked recessive disorder that results from mutations in ATP7A gene. The early diagnosis of Menkes disease is critical to patients' prognosis. Case presentation: We report a case of Menkes disease. A 4-month-old boy presented with intermittent convulsions for a week. The brain MRI showed excessive tortuosities of intracranial vessels, and radiologists prompted for further examinations to confirm that it was Menkes disease. Patient was advised for biochemical investigations and genetic tests. Reduced level of ceruloplasmin (0.04 g/L; normal range, 0.2-0.6 g/L) was revealed. Genetic testing revealed a missense mutation within exon 18, c.3548 G > A, p.G1183D. This patient was almost misdiagnosed as epilepsy. Fortunately, based on the clues from radiologist, further physical examination and experimental tests were carried out. Conclusion: We reported the imaging features of a case of Menkes disease, which can provide clinicians with more clues to consider the possibility of this rare disease.

11.
Ann Transl Med ; 10(2): 63, 2022 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-35282111

RESUMO

Background: This study sought to analyze the computed tomography (CT) and magnetic resonance imaging (MRI) characteristics of the classical triad elements and the associated anomalies in pediatric complete Currarino syndrome (CS) to evaluate the advantages and disadvantages of the 2 different imaging methods in displaying the abnormalities of this disease. Methods: The clinical and radiological features of 32 pediatric patients with complete CS diagnosed histologically and/or radiologically were retrospectively analyzed. Results: All 32 complete CS patients presented with the classical triad of congenital anorectal malformation (ARM), sacral agenesis, and presacral mass. Anal atresia, which is the most common congenital ARM, was observed in 19 of the 32 patients (59.4%). Sacral agenesis was mainly type IV (75%). Among the presacral masses, true tumors and pseudotumors accounted for about half each. All of the 15 true tumors were presacral teratomas. Twenty-five patients had associated anomalies, including tethered cord, filum lipoma, and hydronephrosis. Twenty-four patients underwent both CT and MRI examinations. While CT was better than MRI in displaying sacral anomaly (P<0.05), MRI was more sensitive than CT at detecting presacral mass, spinal dysraphism, and congenital anal atresia (P<0.05). Conclusions: CT and MRI have different efficiencies at displaying the abnormalities of the complete CS. As a non-invasive method, MRI has significant advantages in diagnosing complete CS, especially in revealing the details of ARM, presacral mass, and associated spinal dysraphism.

12.
Oxid Med Cell Longev ; 2022: 5397733, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35047106

RESUMO

The infection of coronavirus disease (COVID-19) seriously threatens human life. It is urgent to generate effective and safe specific antibodies (Abs) against the pathogenic elements of COVID-19. Mice were immunized with SARS-CoV-2 spike protein antigens: S ectodomain-1 (CoV, in short) mixed in Alum adjuvant for 2 times and boosted with CoV weekly for 6 times. A portion of mice were treated with Maotai liquor (MTL, in short) or/and heat stress (HS) together with CoV boosting. We observed that the anti-CoV Ab was successfully induced in mice that received the CoV/Alum immunization for 2 times. However, upon boosting with CoV, the CoV Ab production diminished progressively; spleen CoV Ab-producing plasma cell counts reduced, in which substantial CoV-specific Ab-producing plasma cells (sPC) were apoptotic. Apparent oxidative stress signs were observed in sPCs; the results were reproduced by exposing sPCs to CoV in the culture. The presence of MTL or/and HS prevented the CoV-induced oxidative stress in sPCs and promoted and stabilized the CoV Ab production in mice in re-exposure to CoV. In summary, CoV/Alum immunization can successfully induce CoV Ab production in mice that declines upon reexposure to CoV. Concurrent administration of MTL/HS stabilizes and promotes the CoV Ab production in mice.


Assuntos
Anticorpos Neutralizantes/biossíntese , Anticorpos Antivirais/biossíntese , Apoptose , COVID-19/imunologia , Plasmócitos/imunologia , SARS-CoV-2/fisiologia , Superóxido Dismutase-1/fisiologia , Adjuvantes Imunológicos , Bebidas Alcoólicas , Compostos de Alúmen , Enzima de Conversão de Angiotensina 2/fisiologia , Animais , Anticorpos Neutralizantes/sangue , Anticorpos Antivirais/sangue , COVID-19/enzimologia , Vacinas contra COVID-19/imunologia , Resposta ao Choque Térmico , Imunização Secundária , Imunogenicidade da Vacina , Janus Quinase 2/fisiologia , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Estresse Oxidativo , Plasmócitos/efeitos dos fármacos , Plasmócitos/patologia , Espécies Reativas de Oxigênio/metabolismo , Fator de Transcrição STAT1/fisiologia , Transdução de Sinais , Organismos Livres de Patógenos Específicos , Glicoproteína da Espícula de Coronavírus/imunologia , Vacinação
13.
Mucosal Immunol ; 15(2): 268-278, 2022 02.
Artigo em Inglês | MEDLINE | ID: mdl-35013572

RESUMO

IL-10-expressing regulatory B cells (B10 cells) are dysfunctional in patients with many immune disorders. The underlying mechanism remains to be further elucidated. Glutamine is an essential nutrient for cell metabolism. This study aims to elucidate the role of glutaminolysis in maintaining the immune regulatory capacity in B10 cells. Peripheral blood samples were collected from 50 patients with allergic rhinitis and 50 healthy control subjects. B cells were isolated from blood samples by cell sorting with flow cytometry. The role of glutaminolysis in regulating B10 cell activities was assessed by immunological and biochemical approaches. The results showed that B cells from patients with allergic rhinitis expressed low levels of the transporter of glutamine and neutral amino acid. Glutaminolysis was required in the IL-10 expression in B cells. The glutamine catabolism was required in B10 cell generation. The mTOR activation mediated the glutaminolysis-associated B10 cell induction, and the suppression of the B cell glycogen synthase kinase-3 (GSK3) activation. GSK3 activation suppressed IL-10 expression in B cells. Inhibition of GSK3 enhanced IL-10 expression in B cells and alleviated experimental allergic rhinitis by generating immune competent type 1 regulatory T cells.


Assuntos
Linfócitos B Reguladores , Quinase 3 da Glicogênio Sintase , Linfócitos B Reguladores/metabolismo , Linfócitos T CD4-Positivos , Citometria de Fluxo , Quinase 3 da Glicogênio Sintase/metabolismo , Humanos , Contagem de Linfócitos
14.
Eur J Pediatr ; 181(2): 833-840, 2022 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-34633518

RESUMO

The rate of early misdiagnosis in patients with nodular fasciitis of the ear is high. To provide a basis for clinical diagnosis and treatment, we aimed to summarise the clinical manifestations, imaging results, pathological findings, treatment strategies, and postoperative follow-up results for three cases of paediatric nodular fasciitis (two girls, one boy) treated in the Department of Otorhinolaryngology, Head and Neck Surgery, at Beijing Children's Hospital of Capital Medical University from 2018 to 2020. The average age at diagnosis was 24 months. Lesions occurred in the left ear in two cases and right ear in one case. All patients had a history of biopsy before surgery. Rapid growth was observed following biopsy in two patients, and anti-inflammatory treatment was ineffective in all three cases. Fluorescence in situ hybridisation analysis of ubiquitin-specific peptidase 6 (USP6) was performed in two of the three cases, with positive results. The lesions exhibited hypo-intensity or iso-intensity on T1-weighted magnetic resonance imaging (MRI) and heterogeneous hyper-intensity on T2-weighted MRI. "Fascial tail" signs were observed on imaging in all cases. Surgical resection was performed in all cases. Intact ear appearance was observed at follow-up, and there were no cases of recurrence.Conclusion: Combining clinical features with imaging findings may improve the accuracy of preoperative diagnosis in patients with nodular fasciitis. In addition to pathological findings, genetic testing for USP6 may aid in diagnosis. The final diagnosis should be based on comprehensive assessment. Complete surgical resection can prevent recurrence. What is Known: • Paediatric NF around the ear is rare and is easily misdiagnosed as other inflammatory masses that have a higher incidence in children. • Most previous reports of NF were case reports. What is New: • Combining clinical and imaging findings with genetic testing for USP6 rearrangement may improve the accuracy of preoperative diagnosis in patients with NF. Nonetheless, the final diagnosis should be based on comprehensive assessment. • The present paper is significant in that it represents the only report of three cases of ear NF in children with a complete medical history and prognosis.


Assuntos
Fasciite , Fibroma , Criança , Fasciite/diagnóstico , Fasciite/genética , Fasciite/cirurgia , Feminino , Rearranjo Gênico , Humanos , Masculino , Proteínas Proto-Oncogênicas/genética , Ubiquitina Tiolesterase/genética
16.
Front Neurol ; 13: 996715, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36588896

RESUMO

Objective: This was a block randomized controlled study to evaluate the effectiveness and acceptance of Vestibulo-Ocular Reflex (VOR) adaptation training in children with recurrent vertigo with unilateral vestibular dysfunction (UVD) and normal balance function. Methods: Thirty children, aged 4-13 years, diagnosed with recurrent vertigo of childhood (RVC) with UVD (according to a caloric test) and normal balance function were analyzed. These 30 children were divided into 10 blocks based on similar age and severity of vertigo. Three children in each block were randomly assigned to one of three groups to receive 1 month of treatment. Group A received vestibular-ocular reflex (VOR) adaptation training, Group B received Cawthorne-Cooksey training, and a control group received no training. All children were administered pharmacotherapy [Ginkgo biloba leaf extract (drops)]. The Dizziness Handicap Inventory (DHI), Visual Analog Scale of Quality of Life with Vertigo (VAS-QLV), and canal paralysis (CP) on the caloric test were recorded before and after treatment, and the effectiveness of treatment was evaluated. The Visual Analog Scale of Acceptance (VAS-A) was used to evaluate the acceptance of the training in the two groups that received training. Results: There were 10 children each in Group A, Group B, and the control group; the male to female ratio was 1, and the average age in each group was 9.0 ± 3.2, 8.4 ± 3.0, and 8.3 ± 2.6 years, respectively. The effective rate was 100% in Group A, 65% in Group B, and 60% in Group C. The recovery rate on caloric testing after treatment was 100, 70, and 50%, respectively. DHI scores before and after training were 56.8 ± 12.4 and 8.8 ± 6.1 in Group A, 57.8 ± 12.6 and 18.8 ± 9.7 in Group B, and 56.8 ± 12.4 and 24.0 ± 15.3 in Group C (all P = 0.000). VAS-QLV scores before and after training were 7.5 ± 1.0 and 0.9 ± 0.9 in Group A, 6.4 ± 2.2 and 2.7 ± 1.1 in Group B, and 6.6 ± 1.6 and 2.6 ± 1.4 in Group C (all P < 0.05). The CP values before and after training were 35.7 ± 15.1 and 12.9 ± 8.7 in Group A, 33.6 ± 20.1 and 23.6 ± 19.3 in Group B, and 38.6 ± 21.1 and 24.8 ± 17.9 in Group C (P = 0.001, P = 0.015, and P = 0.050, respectively). Between-group comparisons showed that the decreases in DHI and VAS-QLV scores after training were significantly different (P = 0.015, P = 0.02), while CP values were not (P = 0.139). After training, the DHI value had decreased significantly more in Group A compared with Group C (P < 0.05), but there were no other differences. After training, VAS-QLV scores in Group A had decreased significantly more compared with Group B and C (P < 0.05). In terms of acceptance, the VAS-A score was 7.6 ± 2.2 in Group A and 3.1 ± 2.8 in Group B (P =0.004), The acceptance rate was 70% in group A and 10% in group B. there was no significant correlation between age and VAS-A in either group A or group B (P > 0.05). Conclusion: This study strongly suggests that vestibular rehabilitation training should be performed in children with vertigo to improve symptoms. For children with RVC with UVD but normal balance function, a single VOR adaptation program can effectively improve vertigo symptoms, and given its simplicity, time-effectiveness, and excellent outcomes, it is associated with better acceptance in children compared to classic Cawthorne-Cooksey training.

17.
ArXiv ; 2021 Nov 18.
Artigo em Inglês | MEDLINE | ID: mdl-34815983

RESUMO

Artificial intelligence (AI) provides a promising substitution for streamlining COVID-19 diagnoses. However, concerns surrounding security and trustworthiness impede the collection of large-scale representative medical data, posing a considerable challenge for training a well-generalised model in clinical practices. To address this, we launch the Unified CT-COVID AI Diagnostic Initiative (UCADI), where the AI model can be distributedly trained and independently executed at each host institution under a federated learning framework (FL) without data sharing. Here we show that our FL model outperformed all the local models by a large yield (test sensitivity /specificity in China: 0.973/0.951, in the UK: 0.730/0.942), achieving comparable performance with a panel of professional radiologists. We further evaluated the model on the hold-out (collected from another two hospitals leaving out the FL) and heterogeneous (acquired with contrast materials) data, provided visual explanations for decisions made by the model, and analysed the trade-offs between the model performance and the communication costs in the federated training process. Our study is based on 9,573 chest computed tomography scans (CTs) from 3,336 patients collected from 23 hospitals located in China and the UK. Collectively, our work advanced the prospects of utilising federated learning for privacy-preserving AI in digital health.

18.
World J Pediatr ; 17(6): 637-642, 2021 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-34767192

RESUMO

BACKGROUND: This study aimed to evaluate the relationship between vestibular and auditory functions in pediatric patients with sudden sensorineural hearing loss (SSHL). METHODS: A total of 30 pediatric patients experiencing unilateral SSHL between 5.9 and 13.0 years of age were enrolled in this study. Pure tone audiometry was evaluated prior to treatment initiation and again after one month of treatment. Prior to treatment initiation, vertigo symptoms were noted; then several vestibular function tests were conducted including caloric testing, ocular vestibular evoked myogenic potentials (o-VEMPs) and cervical vestibular evoked myogenic potentials (c-VEMPs). Associations between pre and post-treatment vestibular function and hearing threshold levels were analyzed. RESULTS: Initial hearing thresholds of children with vertigo were higher than thresholds of children without vertigo (92 dB vs 79 dB, P = 0.033), while initial hearing thresholds of children with abnormal caloric test findings were higher than thresholds of children with normal caloric test findings (93 dB vs 67 dB, P = 0.014). Cutoff values of hearing thresholds for those with vertigo symptoms and abnormal vestibular test results were 86.000- and 89.583-dB HL, respectively. Regarding prognosis, children with vertigo exhibited lower recovery rates than children without vertigo (33% vs 75%, P = 0.025); recovery rates of children with abnormal caloric test results were lower than the overall recovery rate (25% vs 73%, respectively, P = 0.039). CONCLUSION: Assessments of vertigo symptoms and vestibular function are useful tools in predicting pediatric SSHL patient disease severity and prognosis.


Assuntos
Perda Auditiva Neurossensorial , Perda Auditiva Súbita , Vestíbulo do Labirinto , Testes Calóricos , Criança , Perda Auditiva Neurossensorial/diagnóstico , Perda Auditiva Súbita/diagnóstico , Humanos , Vertigem/diagnóstico
19.
BMJ Open ; 11(10): e052609, 2021 10 25.
Artigo em Inglês | MEDLINE | ID: mdl-34697118

RESUMO

OBJECTIVE: This study aimed to describe the epidemiological and clinical features and potential factors related to the time to return negative reverse transcriptase (RT)-PCR in discharged paediatric patients with COVID-19. DESIGN: Retrospective cohort study. SETTING: Unscheduled admissions to 12 tertiary hospitals in China. PARTICIPANTS: Two hundred and thirty-three clinical charts of paediatric patients with confirmed diagnosis of COVID-19 admitted from 1 January 2020 to 17 April 2020. PRIMARY AND SECONDARY OUTCOME MEASURES: Primary outcome measures: factors associated with the time to return negative RT-PCR from COVID-19 in paediatric patients. SECONDARY OUTCOME MEASURES: epidemiological and clinical features and laboratory results in paediatric patients. RESULTS: The median age of patients in our cohort was 7.50 (IQR: 2.92-12.17) years, and 133 (57.1%) patients were male. 42 (18.0%) patients were evaluated as asymptomatic, while 162 (69.5%) and 25 (10.7%) patients were classified as mild or moderate, respectively. In Cox regression analysis, longer time to negative RT-PCR was associated with the presence of confirmed infection in family members (HR (95% CI): 0.56 (0.41 to 0.79)). Paediatric patients with emesis symptom had a longer time to return negative (HR (95% CI): 0.33 (0.14 to 0.78)). During hospitalisation, the use of traditional Chinese medicine (TCM) and antiviral drugs at the same time is less conducive to return negative than antiviral drugs alone (HR (95% CI): 0.85 (0.64 to 1.13)). CONCLUSIONS: The mode of transmission might be a critical factor determining the disease severity of COVID-19. Patients with emesis symptom, complications or confirmed infection in family members may have longer healing time than others. However, there were no significant favourable effects from TCM when the patients have received antiviral treatment.


Assuntos
COVID-19 , Criança , Pré-Escolar , Estudos de Coortes , Humanos , Masculino , Estudos Retrospectivos , Reação em Cadeia da Polimerase Via Transcriptase Reversa , SARS-CoV-2
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