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1.
Artículo en Inglés | MEDLINE | ID: mdl-39159023

RESUMEN

Auditory Brainstem Response (ABR) is an evoked potential in the brainstem's neural centers in response to sound stimuli. Clinically, characteristic waves, especially Wave V latency, extracted from ABR can objectively indicate auditory loss and diagnose diseases. Several methods have been developed for the extraction of characteristic waves. To ensure the effectiveness of the method, most of the methods are time-consuming and rely on the heavy workloads of clinicians. To reduce the workload of clinicians, automated extraction methods have been developed. However, the above methods also have limitations. This study introduces a novel deep learning network for automatic extraction of Wave V latency, named ABR-Attention. ABR-Attention model includes a self-attention module, first and second-derivative attention module, and regressor module. Experiments are conducted on the accuracy with 10-fold cross-validation, the effects on different sound pressure levels (SPLs), the effects of different error scales and the effects of ablation. ABR-Attention shows efficacy in extracting Wave V latency of ABR, with an overall accuracy of 96.76±0.41% and an error scale of 0.1ms, and provides a new solution for objective localization of ABR characteristic waves.

2.
Cogn Neurodyn ; 18(1): 147-164, 2024 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-39170600

RESUMEN

Brain-machine interface (BMI) can convert electroencephalography signals (EEGs) into the control instructions of external devices, and the key of control performance is the accuracy and efficiency of decoder. However, the performance of different decoders obtaining control instructions from complex and variable EEG signals is very different and irregular in the different neural information transfer model. Aiming at this problem, the off-line and on-line performance of eight decoders based on the improved single-joint information transmission (SJIT) model is compared and analyzed in this paper, which can provide a theoretical guidance for decoder design. Firstly, in order to avoid the different types of neural activities in the decoding process on the decoder performance, eight decoders based on the improved SJIT model are designed. And then the off-line decoding performance of these decoders is tested and compared. Secondly, a closed-loop BMI system which combining by the designed decoder and the random forest encoder based on the improved SJIT model is constructed. Finally, based on the constructed closed-loop BMI system, the on-line decoding performance of decoders is compared and analyzed. The results show that the LSTM-based decoder has better on-line decoding performance than others in the improved SJIT model.

3.
Chemosphere ; 363: 142885, 2024 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-39025314

RESUMEN

Particulate matter of aerodynamic diameter ≤2.5 µm (PM2.5) exposure induces oxidative stress in lung tissues. Ferroptosis is a form of regulated cell death based on oxidative damage and lipid peroxidation. Whether PM2.5 exposure-induced oxidative stress can promote ferroptosis to aggravate asthma is not known. To investigate if PM2.5 exposure induces oxidative stress to promote ferroptosis and influence asthma development, a cockroach extract-induced asthma model in mice was used for in vivo studies. Airway epithelial cell (AEC) ferroptosis was detected by assays (CCK8, malonaldehyde, and 4-hydroxynonenal). Molecular mechanisms were investigated by real-time reverse transcription-quantitative polymerase chain reaction, western blotting, flow cytometry, liquid chromatography-tandem mass spectrometry, and chromatin immunoprecipitation. We found that exposure to PM2.5 and Indeno[1,2,3-cd] pyrene (IP; one of the prominent absorbed polycyclic aromatic hydrocarbons in PM2.5) enhanced the sensitivity of AECs to ferroptosis to aggravate asthma, whereas ferroptosis inhibitors and cytosolic phospholipase A2 (cPLA2) inhibitors reversed this augmented inflammatory response in mice suffering from asthma. IP treatment enhanced cPLA2 expression/activation through aryl hydrocarbon receptor (AhR) genomic and non-genomic pathways, resulting in arachidonic-acid release to promote the sensitivity of AECs to ferroptosis. IP exposure enhanced the release of leukotriene-B4 from lung macrophages, resulting in enhanced expression of acyl-coA synthetase long chain family member4 (ACSL4) and the sensitivity of AECs to ferroptosis. This finding suggests that exposure to PM2.5 and IP promote ferroptosis sensitivity in AECs to aggravate asthma, which may provide new targets for the prevention and treatment of asthma.


Asunto(s)
Asma , Células Epiteliales , Ferroptosis , Material Particulado , Ferroptosis/efectos de los fármacos , Animales , Asma/inducido químicamente , Asma/metabolismo , Ratones , Células Epiteliales/efectos de los fármacos , Células Epiteliales/metabolismo , Material Particulado/toxicidad , Estrés Oxidativo/efectos de los fármacos , Contaminantes Atmosféricos/toxicidad , Pulmón/efectos de los fármacos , Pulmón/patología , Pulmón/metabolismo , Ratones Endogámicos BALB C , Receptores de Hidrocarburo de Aril/metabolismo , Peroxidación de Lípido/efectos de los fármacos
4.
BMC Pediatr ; 24(1): 388, 2024 Jun 08.
Artículo en Inglés | MEDLINE | ID: mdl-38851720

RESUMEN

OBJECTIVE: To analyze the clinical characteristics of esophageal button battery impactions in children and explore safe and effective treatment methods. METHODS: This retrospective cohort study was conducted at a single tertiary care center, Shenzhen Children's Hospital, encompassing 89 children diagnosed with esophageal button battery impactions between January 2013 and January 2023. To minimize esophageal mucosal corrosion, prompt removal of the button battery with a first-aid fast track rigid esophagoscopy under general anesthesia was performed within thirty minutes of diagnosis. The clinical features and complications were recorded and analyzed. RESULTS: Button battery as esophageal foreign body was prevalent among children under 3 years old (79.8%), with boys exhibiting a higher incidence rate (56.2%) compared to girls (43.8%), and an average age of 25.8 months. The median duration from ingestion to hospital admission was 3 h (range: 0.5 h to 3 months). Common symptoms included vomiting and dysphagia, with early stage vomiting of brown foamy secretions being a characteristic presentation of esophageal button battery impactions. The majority (77.5%) of batteries were lodged in the upper esophagus. The larger batteries were verified to be more prone to complications. All 89 cases exhibited varying degrees of esophageal mucosal erosion, with 31 cases (34.8%) experiencing severe complications, including esophageal stenosis in 11 cases (35.5%), esophageal perforation in 9 cases (29%) with 4 cases of tracheoesophageal fistula, vocal cord paralysis in 6 cases (19.4%), hemorrhage in 2 cases (6.5%), mediastinitis in 2 cases (6.5%), and periesophageal abscess in 1 case (3.2%). Despite the severity of these complications, none of the patients died after emergency surgery. CONCLUSION: Esophageal button battery impactions can lead to significant damage to the esophageal mucosa due to its strong corrosiveness. Prompt action is crucial to mitigate the risk of complications. For the first time, we implement a first-aid fast track surgical intervention following diagnosis is imperative to minimize the incidence of adverse outcomes.


Asunto(s)
Suministros de Energía Eléctrica , Esofagoscopía , Esófago , Cuerpos Extraños , Humanos , Masculino , Cuerpos Extraños/epidemiología , Femenino , Preescolar , Estudios Retrospectivos , Lactante , Suministros de Energía Eléctrica/efectos adversos , Niño , China/epidemiología
5.
Am J Case Rep ; 25: e943214, 2024 Apr 26.
Artículo en Inglés | MEDLINE | ID: mdl-38664945

RESUMEN

BACKGROUND Castleman's disease (CD) is a reactive lymph node hyperplasia initially identified by Castleman in 1956. CD predominantly affects individuals 20-50 years of age, with low incidence in children. This case report describes 3 cases of CD treated in our hospital and reviews the relevant literature. The purpose of this case report was to enhance clinical understanding and treatment of CD in the head and neck in children. CASE REPORT To enhance clinical understanding and improve treatment of CD in the head and neck region in children, we present the cases of 3 patients who were admitted to the hospital, primarily presenting with a neck mass. Preoperatively, the patients collectively exhibited non-specific findings. Surgical interventions were performed with Cases 1 and 3 undergoing left functional (radical) neck lymph node dissection, in contrast to Case 2, in which bilateral functional (radical) neck lymph node dissection was executed. Pathological examination confirmed the diagnosis of CD in each of the 3 patients. Following surgery, a follow-up period ranging from 3 months to 1 year revealed that all patients had successfully recovered, with no recurrence. CONCLUSIONS Castleman disease is a rare disease in children and difficult clinical diagnosis. Some patients with unicentric Castleman disease (UCD) can be treated with surgery, and those with multicentric Castleman disease (MCD) need chemotherapy, but at present there is no widely accepted treatment plan.


Asunto(s)
Enfermedad de Castleman , Cuello , Niño , Femenino , Humanos , Masculino , Enfermedad de Castleman/cirugía , Enfermedad de Castleman/diagnóstico , Disección del Cuello , Preescolar
6.
Ear Nose Throat J ; : 1455613241233747, 2024 Mar 21.
Artículo en Inglés | MEDLINE | ID: mdl-38515221

RESUMEN

We describe a case of lymphatic malformation (LM) with snoring as the primary symptom. The patient, an 11-year-old boy, sought medical attention due to "snoring that had worsened over 3 years, accompanied by shortness of breath for 1 month." The preoperative examination showed that the apnea-hypopnea index during sleep was 33.4. The average overnight blood oxygen saturation was 95.3%, reaching a lowest level of 79.9%. Magnetic resonance imaging identified a space-occupying lesion in the postpharyngeal space, leading to significant compression and narrowing of the pharyngeal cavity. This suggested the possibility of a vascular malformation, with a higher proportion of vascular components. The patient underwent resection of the pharyngeal mass and temporary tracheostomy under general anesthesia, and intraoperative freeze and postoperative pathological diagnoses confirmed LM. Postoperative prognosis was favorable.

7.
IEEE Trans Biomed Eng ; 71(8): 2454-2462, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-38470574

RESUMEN

Some classification studies of brain-computer interface (BCI) based on speech imagery show potential for improving communication skills in patients with amyotrophic lateral sclerosis (ALS). However, current research on speech imagery is limited in scope and primarily focuses on vowels or a few selected words. In this paper, we propose a complete research scheme for multi-character classification based on EEG signals derived from speech imagery. Firstly, we record 31 speech imagery contents, including 26 alphabets and five commonly used punctuation marks, from seven subjects using a 32-channel electroencephalogram (EEG) device. Secondly, we introduce the wavelet scattering transform (WST), which shares a structural resemblance to Convolutional Neural Networks (CNNs), for feature extraction. The WST is a knowledge-driven technique that preserves high-frequency information and maintains the deformation stability of EEG signals. To reduce the dimensionality of wavelet scattering coefficient features, we employ Kernel Principal Component Analysis (KPCA). Finally, the reduced features are fed into an Extreme Gradient Boosting (XGBoost) classifier within a multi-classification framework. The XGBoost classifier is optimized through hyperparameter tuning using grid search and 10-fold cross-validation, resulting in an average accuracy of 78.73% for the multi-character classification task. We utilize t-Distributed Stochastic Neighbor Embedding (t-SNE) technology to visualize the low-dimensional representation of multi-character speech imagery. This visualization effectively enables us to observe the clustering of similar characters. The experimental results demonstrate the effectiveness of our proposed multi-character classification scheme. Furthermore, our classification categories and accuracy exceed those reported in existing research.


Asunto(s)
Interfaces Cerebro-Computador , Electroencefalografía , Procesamiento de Señales Asistido por Computador , Habla , Humanos , Electroencefalografía/métodos , Habla/fisiología , Algoritmos , Análisis de Ondículas , Imaginación/fisiología , Adulto , Masculino , Femenino , Redes Neurales de la Computación
8.
BMC Med Educ ; 24(1): 201, 2024 Feb 27.
Artículo en Inglés | MEDLINE | ID: mdl-38413978

RESUMEN

BACKGROUND: To explore the feasibility and effectiveness of applying CBL teaching method and SEGUE Framework in the doctor-patient communication skills of resident physicians in the department of otolaryngology. METHODS: This is an observational study to compare the score changes in doctor-patient communication skills of 120 resident physicians, before and after using CBL combined SEGUE Framework teaching method. The effects of gender, age, grade, educational background and marital status on SEGUE score were analyzed. RESULTS: Through the combined application of CBL teaching method and SEGUE Framework, the SEGUE score of 120 resident physicians was significantly improved. There was no significant difference in SEGUE score among different sex and marital status of resident physicians. SEGUE score is positively correlated with age; Different grades and educational backgrounds have significant effects on SEGUE score. CONCLUSION: The combination of CBL teaching method and SEGUE Framework is feasible and effective in the education program of doctor-patient communication skills for resident physicians in the department of otolaryngology, and worthy of popularization and application in other medical specialties.


Asunto(s)
Internado y Residencia , Otolaringología , Médicos , Humanos , Competencia Clínica , Comunicación , Otolaringología/educación , Enseñanza , Estudios de Factibilidad
9.
Am J Otolaryngol ; 45(2): 104117, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38029535

RESUMEN

OBJECTIVES: To evaluate the potential benefits of systemic corticosteroids as an adjuvant treatment for pediatric retropharyngeal abscess (RPA) and parapharyngeal abscess (PPA). METHODS: We retrospectively reviewed medical records of patients diagnosed with RPA and PPA who were admitted to Shenzhen Children's Hospital between January 2010 and January 2023. Data on demographic characteristics, clinical presentation, physical examination, laboratory data, use of corticosteroids, management, duration of hospital stay, need for surgical drainage, and complications were collected. Patients were divided into two groups: non-corticosteroid group (antibiotic only) and corticosteroid group (corticosteroid and antibiotic). RESULTS: A total of 111 patients were enrolled. There were 51 cases in non-corticosteroid group and 60 cases in corticosteroid group (10 cases received methylprednisolone and 50 cases received dexamethasone). There was no significant difference in sex, age, location of abscess, size of abscess and laboratory parameters at admission and discharge between the two groups. The surgical drainage rate was significantly lower in the corticosteroid group than in the non-corticosteroid group (p = 0.008). The hospital duration was also shorter in the corticosteroid group than in the non-corticosteroid group (p = 0.026). The hospitalization cost was significantly lower in the corticosteroid group than in the non-corticosteroid group (p = 0.000). CONCLUSION: The use of systemic corticosteroids along with antibiotics in children with RPA and PPA may reduce the need for surgical drainage, shorten hospital duration, and decrease hospitalization cost. Further studies are needed to confirm these findings and determine the optimal timing, duration, and route of administration of corticosteroids.


Asunto(s)
Enfermedades Faríngeas , Absceso Retrofaríngeo , Niño , Humanos , Estudios Retrospectivos , Enfermedades Faríngeas/terapia , Absceso Retrofaríngeo/terapia , Antibacterianos/uso terapéutico , Adyuvantes Inmunológicos , Drenaje , Corticoesteroides/uso terapéutico
10.
Neuroscience ; 538: 22-29, 2024 Feb 06.
Artículo en Inglés | MEDLINE | ID: mdl-38072171

RESUMEN

In the field of brain-to-text communication, it is difficult to finish highly dexterous behaviors of writing multi-character by motor-imagery-based brain-computer interface (MI-BCI), setting a barrier to restore communication in people who have lost the ability to move and speak. In this paper, we design and implement a multi-character classification scheme based on 29 characters of motor imagery (MI) electroencephalogram (EEG) signals, which contains 26 English letters and 3 punctuation marks. Firstly, we design a novel experimental paradigm to increase the variety of BCI inputs by asking subjects to imagine the movement of writing 29 characters instead of gross motor skills such as reaching or grasping. Secondly, because of the high dimension of EEG signals, we adopt power spectral density (PSD), principal components analysis (PCA), kernel principal components analysis (KPCA) respectively to decompose EEG signals and extract feature, and then test the results with pearson product-moment correlation coefficient (PCCs). Thirdly, we respectively employ k-nearest neighbor (kNN), support vector machine (SVM), extreme learning machine (ELM) and light gradient boosting machine (LightGBM) to classify 29 characters and compare the results. We have implemented a complete scheme, including paradigm design, signal acquisition, feature extraction and classification, which can effectively classify 29 characters. The experimental results show that the KPCA has the best feature extraction effect and the kNN has the highest classification accuracy, with the final classification accuracy reaching 96.2%, which is better than other studies.


Asunto(s)
Interfaces Cerebro-Computador , Electroencefalografía , Humanos , Electroencefalografía/métodos , Imágenes en Psicoterapia , Movimiento , Encéfalo , Algoritmos , Imaginación
11.
Sleep Breath ; 2023 Nov 02.
Artículo en Inglés | MEDLINE | ID: mdl-37917282

RESUMEN

PURPOSE: This study aimed to conduct a meta-analysis and systematic review of drug-induced sleep endoscopy (DISE) in pediatric conventional obstructive sleep apnea-hypopnea syndrome (OSAHS) without previous upper airway surgery, or comorbidity, to evaluate the change in treatment strategies and to identify obstructive sites observed during DISE. This study aimed to explore the role of DISE in the management of pediatric conventional OSAHS. METHODS: A comprehensive search was conducted using both computerized and manual methods to retrieve relevant case studies on DISE-guided treatment of pediatric conventional OSAHS from databases including PubMed, EMBASE, Cochrane Library, Web of Science, CNKI, WF, and VIP database. The search period extended from database inception to January 2023. Strict inclusion and exclusion criteria were applied to select relevant literature, and data extraction was performed accordingly. Meta-analysis was conducted using the Stata 16.0 software. RESULTS: A total of 761 patients from four studies were included in the meta-analysis. All pediatric patients had no history of upper airway surgery, craniofacial abnormalities, or syndromes other than OSAHS. The quality assessment revealed that the included studies were of low methodological quality and consisted of non-randomized case studies. Meta-analysis results indicated that in pediatric patients with OSAHS, the obstruction rates observed during DISE were as follows: nasopharyngeal (adenoid) obstruction 93%, soft palate obstruction 35%, oropharyngeal (tonsil) obstruction 76%, tongue base obstruction 32%, supraglottic obstruction 31%, and multi-level obstruction 60%. DISE led to a change in the conventional surgical approach in 45% (95% CI: 29-60%) of patients with OSAHS, providing individualized treatment plans. Postoperative symptoms and sleep-related parameters improved significantly compared to preoperative values, with DISE findings possibly enhancing surgical success rates and potentially avoiding unnecessary procedures. CONCLUSION: In some cases, DISE may potentially lead to alterations in conventional surgical approaches for children with OSAHS who had no history of upper airway surgery, craniofacial abnormalities, or other syndromes.. The results of our meta-analysis were in favor of DISE-directed approach for pediatric conventional OSAHS. However, further high-quality randomized controlled trials (RCTs) are warranted in future research to investigate the role of DISE in the management of pediatric OSAHS.

12.
Ear Nose Throat J ; : 1455613231214643, 2023 Nov 24.
Artículo en Inglés | MEDLINE | ID: mdl-37997614

RESUMEN

The Castleman Disease (CD), also recognized as giant lymph node hyperplasia or vascular follicular lymphoid hyperplasia, is an infrequent lymphoproliferative disorder with substantial clinical variability. Parapharyngeal location of this disease is very rare and in pediatric population it is even rarer. This article presents a case of Unicentric CD (hyaline vascular type) in an 8-year-old female, where the disease was localized within the parapharyngeal space. Clinical manifestations were limited to the presence of a local mass, with no other specific symptoms observed. Laboratory assessments revealed no significant abnormalities. She underwent surgery using a cervical-parotid approach and experienced a good postoperative recovery. Histopathological analysis confirmed the diagnosis. This case underscores the need for a comprehensive evaluation and consideration of uncommon etiologies in the assessment of parapharyngeal masses, even in pediatric patients.

13.
Ear Nose Throat J ; : 1455613231201015, 2023 Sep 25.
Artículo en Inglés | MEDLINE | ID: mdl-37743805

RESUMEN

BACKGROUND: Foreign body aspiration into the trachea is a common occurrence in children. While most foreign bodies in the airways can be removed using rigid tracheoscopy, there are instances where tracheostomy or tracheotomy is needed. This article presents a series of cases in which tracheostomy was necessary to remove foreign bodies, and summarizes the relevant experiences and lessons learned. METHODS: We reviewed a total of 7 cases in which tracheostomy and rigid tracheoscopy were combined for foreign body removal out of a larger cohort of 1559 cases at Shenzhen Children's Hospital in Guangdong, China over a 20-year period. RESULTS: The combined use of tracheostomy and rigid tracheoscopy resulted in successful removal of foreign bodies in all 7 patients reviewed in this study. Six patients developed complications of tracheotomy, mainly including mediastinal emphysema (5/7), subcutaneous emphysema (3/7), and pneumothorax (1/7). Tracheotomy was temporary in all patients. CONCLUSION: In cases where a foreign body in the trachea is too large or has irregular, sharp edges, is embedded in submucosal tissues with edema, cannot be passed smoothly through the vocal cords, or local endoscopic facilities are inadequate, a tracheotomy may be necessary. However, this approach should be used with caution, and close collaboration with anesthesiologists and careful management of intraoperative emergencies are crucial for improving the success rate of the procedure. Additionally, the complications should be noted, paying particular attention to early complications such as pneumothorax, pneumomediastinum, and bleeding.

14.
Front Pediatr ; 11: 1190734, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-37601127

RESUMEN

Purpose: China adjusted and optimized its prevention and control strategies in December 2022, and it entered a new era of the coronavirus epidemic. Here, we describe the general and otolaryngology-related symptoms of coronavirus disease 2019 (COVID-19) in children during the first pandemic in the post-epidemic era, focusing on the frequency and severity of smell and taste loss, as well as the recovery process and its influencing factors. Patients and methods: From 2 January to 7 January 2023, we conducted a cross-sectional online questionnaire survey through Questionnaire Stars in order to collect relevant information about COVID-19 in children in Shenzhen. Results: A total of 1,247 valid questionnaires were received, with an effective response rate of 78.72%. All of the diagnoses were confirmed by nucleic acid or antigen test for COVID-19. Among the subjects, the sex ratio of male to female was more inclined to male (1.35:1), and the age was 3-16 years, with an average of 10.13 ± 2.82 years old. The most common symptoms were cough (58.24%), stuffy nose (56.18%), headache (42.09%), fatigue (40.44%), and sore throat (31.63%). Approximately 6.43% of the children reported dysosmia, the mean time of the duration of dysosmia was 5.38 ± 2.92 days, and the mean score of the severity of the dysosmia as assessed by visual analogue scale (VAS) was 4.63 ± 2.29. Approximately 13.34% reported dysgeusia, the mean time of the duration of dysgeusia was 4.77 ± 3.98 days, and the mean score of the severity of the dysgeusia as assessed by VAS was 5.12 ± 2.29. Univariate and multivariate logistic regression analysis showed that the prevalence of taste and olfactory disorders increased with age, mainly in children with severe symptoms and older children. Conclusion: In the post-epidemic era, due to weakening of the pathogenicity of the subvariant of Omicron, overall condition of children with COVID-19 was mild, incidence of olfactory and taste disorders was low, recovery was faster, and prognosis was better. In our study, cough, runny nose, and sore throat were the most common symptoms, and the prevalence of taste and olfactory disorders increased with age, mainly in older children with severe symptoms.

15.
Ear Nose Throat J ; : 1455613231188295, 2023 Jul 28.
Artículo en Inglés | MEDLINE | ID: mdl-37515366

RESUMEN

Objective: To evaluate the efficacy and safety of balloon eustachian tuboplasty (BET) combined with ventilation tube (VT) insertion in pediatric population and to identify the predictive factors for symptom recurrence. Methods: We conducted a retrospective study between August 2018 and February 2022 at Shenzhen Children's Hospital. The study analyzed the data of pediatric patients who underwent BET + VT insertion, as well as the data of pediatric patients who underwent VT insertion alone. The outcomes were efficacy, safety, and predictive factors of BET combined with VT. Kaplan‒Meier curves were used to examine the failure-free survival rate. A multivariate Cox regression model was used to identify the independent predictors of BET failure. Results: We evaluated the data of 29 pediatric patients (48 ears) who underwent BET with VT insertion (BET + VT group) and the data of 29 pediatric patients (46 ears) who underwent VT insertion alone (VT group). The total effectiveness rates at the first follow-up after VT removal and at 12 months in the BET + VT group were 90.9% and 84.6%, respectively. The decrease in the air-bone gap (ABG) was more significant in the BET + VT group at 12 months (13.7 ± 10.8 vs 6.4 ± 15.3, P < .05). The subgroup analyses did not show any significant difference between the groups in high-risk. For non-high-risk patients, the decrease in the ABG was more significant in the BET + VT group (14.2 ± 10.6 vs 4.3 ± 13.1, P < .05) at 12 months. The multivariate analysis showed that a history of VT insertion was independently associated with a higher rate of recurrence in the BET + VT group (hazard ratio 3.177; 95% CI, 1.027-9.826; P < .05). Conclusions: BET + VT insertion is an effective procedure to decrease the ABG in pediatric patients with eustachian tube dysfunction (ETD) who have no risk factors for conventional therapy failure. Treatment of patients with ETDs who have coexisting risk factors remains a challenge that warrants further high-quality prospective research.

16.
Cogn Neurodyn ; 17(2): 373-384, 2023 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-37007202

RESUMEN

Brain-computer interface (BCI) can obtain text information by decoding language induced electroencephalogram (EEG) signals, so as to restore communication ability for patients with language impairment. At present, the BCI system based on speech imagery of Chinese characters has the problem of low accuracy of features classification. In this paper, the light gradient boosting machine (LightGBM) is adopted to recognize Chinese characters and solve the above problems. Firstly, the Db4 wavelet basis function is selected to decompose the EEG signals in six-layer of full frequency band, and the correlation features of Chinese characters speech imagery with high time resolution and high frequency resolution are extracted. Secondly, the two core algorithms of LightGBM, gradient-based one-side sampling and exclusive feature bundling, are used to classify the extracted features. Finally, we verify that classification performance of LightGBM is more accurate and applicable than the traditional classifiers according to the statistical analysis methods. We evaluate the proposed method through contrast experiment. The experimental results show that the average classification accuracy of the subjects' silent reading of Chinese characters "(left)", "(one)" and simultaneous silent reading is improved by 5.24%, 4.90% and 12.44% respectively.

17.
Neuroscience ; 509: 103-112, 2023 01 15.
Artículo en Inglés | MEDLINE | ID: mdl-36460220

RESUMEN

Reconstructing visual stimulus images from the brain activity signals is an important research task in the field of brain decoding. Many methods of reconstructing visual stimulus images mainly focus on how to use deep learning to classify the brain activities measured by functional magnetic resonance imaging or identify visual stimulus images. Accurate reconstruction of visual stimulus images by using deep learning still remains challenging. This paper proposes an improved deep generative multiview model to further promote the accuracy of reconstructing visual stimulus images. Firstly, an encoder based on residual-in-residual dense blocks is designed to fit the deep and multiview visual features of human natural state, and extract the features of visual stimulus images. Secondly, the structure of original decoder is extended to a deeper network in the deep generative multiview model, which makes the features obtained by each deconvolution layer more distinguishable. Finally, we configure the parameters of the optimizer and compare the performance of various optimizers under different parameter values, and then the one with the best performance is chosen and adopted to the whole model. The performance evaluations conducted on two publicly available datasets demonstrate that the improved model has more accurate reconstruction effectiveness than the original deep generative multiview model.


Asunto(s)
Procesamiento de Imagen Asistido por Computador , Imagen por Resonancia Magnética , Humanos , Procesamiento de Imagen Asistido por Computador/métodos , Imagen por Resonancia Magnética/métodos , Encéfalo/diagnóstico por imagen , Cabeza
18.
Pediatr Rheumatol Online J ; 20(1): 115, 2022 Dec 13.
Artículo en Inglés | MEDLINE | ID: mdl-36514104

RESUMEN

OBJECTIVE: Incomplete Kawasaki disease (IKD) initially presenting as retropharyngeal abnormality is very rare and is prone to misdiagnosis and missed diagnosis, often leading to poor prognosis. Most patients were misdiagnosed with retropharyngeal abscesses. Here, we describe and compare IKD patients initially presenting with retropharyngeal abnormalities, typical KD patients without retropharyngeal abnormalities and retropharyngeal abscess patients. METHODS: We performed a retrospective case-control study comparing IKD patients initially presenting with retropharyngeal abnormalities to both KD patients without retropharyngeal abnormalities and retropharyngeal abscess patients admitted to Shenzhen Children's Hospital between January 2016 and December 2021. RESULTS: We evaluated data from 10 IKD patients initially presenting with retropharyngeal abnormalities (Group A), 20 typical KD patients (Group B) and 16 surgical drainage confirmed retropharyngeal abscess patients (Group C). Compared to Group B, we observed that Group A was older and had a more intense inflammatory response. On the day of admission, Groups A and C had similar early clinical presentations, and there were no significant differences in any major signs or symptoms. Close observation for the development of new KD signs and symptoms and unresponsiveness to empirical antibiotic therapy after 3 days is extremely important. The CRP (p = 0.011), AST (p = 0.002) and ALT (p = 0.013) levels were significantly higher and the WBC (P = 0.040) levels were significantly lower in Group A than in Group C. Neck radiological findings, such as the presence of ring enhancement (p = 0.001) and mass effects on the airway, are also useful tools for distinguishing these two diseases. CONCLUSION: The careful observation of the signs and symptoms of this disease and the comprehensive analysis of the laboratory tests and neck radiological findings may help clinicians become aware of retropharyngeal abnormality as an atypical presentation of KD. Then, unnecessary treatments could be reduced, and the occurrence of serious complications can be avoided.


Asunto(s)
Síndrome Mucocutáneo Linfonodular , Absceso Retrofaríngeo , Niño , Humanos , Absceso Retrofaríngeo/etiología , Absceso Retrofaríngeo/diagnóstico por imagen , Síndrome Mucocutáneo Linfonodular/complicaciones , Estudios Retrospectivos , Estudios de Casos y Controles , Radiografía
19.
Front Neurosci ; 16: 1018916, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36325482

RESUMEN

Otoacoustic emissions (OAEs) are low-level sounds generated by the cochlea and widely used as a noninvasive tool to inspect cochlear impairments. However, only the amplitude information of OAE signals is used in current clinical tests, while the OAE phase containing important information about cochlear functions is commonly discarded, due to the insufficient frequency-resolution of existing OAE tests. In this study, swept tones with time-varying frequencies were used to measure stimulus frequency OAEs (SFOAEs) in human subjects, so that high-resolution phase spectra that are not available in existing OAE tests could be obtained and analyzed. The results showed that the phase of swept-tone SFOAEs demonstrated steep gradients as the frequency increased in human subjects with normal hearing. The steep phase gradients were sensitive to auditory functional abnormality caused by cochlear damage and stimulus artifacts introduced by system distortions. At low stimulus levels, the group delays derived from the phase gradients decreased from around 8.5 to 3 ms as the frequency increased from 1 to 10 kHz for subjects with normal hearing, and the pattern of group-delay versus frequency function showed significant difference for subjects with hearing loss. By using the swept-tone technology, the study suggests that the OAE phase gradients could provide highly sensitive information about the cochlear functions and therefore should be integrated into the conventional methods to improve the reliability of auditory health screening.

20.
Med Sci Monit ; 28: e937928, 2022 Nov 14.
Artículo en Inglés | MEDLINE | ID: mdl-36372993

RESUMEN

BACKGROUND This study aimed to analyze the clinical characteristics of tracheobronchial foreign bodies in children in Shenzhen and to explore the diagnosis and treatment methods for special cases. MATERIAL AND METHODS This study included a total of 715 children who were diagnosed with tracheobronchial foreign bodies at Shenzhen Children's Hospital between October 2016 and October 2021. Data on sex, age, inducement, symptoms, foreign body type, foreign body location, foreign body retention time, foreign body history, and complications were recorded and analyzed. RESULTS Tracheal foreign bodies were found to occur primarily in children aged 0-2 years (90.6%). The overall incidence rates were 69.1% and 30.9% in boys and girls, respectively. Among them, 42.5% of the foreign bodies were detected in the left bronchus and 45.6% in the right bronchus. Inducements included playing while eating (n=398, 55.7%) and also crying (n=209, 29.2%). Operations were performed on 710 (99.3%) children, including 80 (11.2%) immediate surgeries and 2 tracheotomies. One child had no vital signs upon admission and died after emergency foreign body removal. All of the other children who underwent surgery recovered well postoperatively. CONCLUSIONS This study presents the characteristics and methods of diagnosis and treatment of tracheobronchial foreign bodies in pediatric patients in Shenzhen. Tracheobronchial foreign bodies are a major cause of accidental injury in infants and young children. In critical cases, airways should be immediately and rapidly cleared with multidisciplinary collaboration. In addition, public safety awareness should be strengthened, particularly among parents, teachers, and other child caregivers, to reduce and prevent instances of tracheobronchial foreign body accidents in children.


Asunto(s)
Broncoscopía , Cuerpos Extraños , Lactante , Masculino , Femenino , Niño , Humanos , Preescolar , Broncoscopía/métodos , Estudios Retrospectivos , Cuerpos Extraños/epidemiología , Cuerpos Extraños/terapia , Bronquios , Tráquea/cirugía
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