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1.
Am Heart J ; 271: 12-19, 2024 May.
Artículo en Inglés | MEDLINE | ID: mdl-38367894

RESUMEN

BACKGROUND: The 2018 anatomic physiologic (AP) classification American Heart Association/American College of Cardiology (AHA/ACC) Guidelines for Adults with Congenital Heart Disease (ACHD) encompasses both native and post-operative anatomy and physiology to guide care management. As some physiologic conditions and post-operative states lack specific International Classification of Diseases (ICD) 9- Clinical Modification (CM) and 10-CM codes, an ICD code-based classification approximating the ACHD AP classification is needed for population-based studies. METHODS: A total of 232 individuals, aged ≥ 18 years at the time of a health encounter between January 1, 2010 and December 31, 2019 and identified with at least one of 87 ICD codes for a congenital heart defect were validated through medical chart review. Individuals were assigned one of 4 mutually exclusive modified AP classification categories: (1) severe AB, (2) severe CD, (3) non-severe AB, or (4) non-severe CD, based on native anatomy "severe" or "non-severe" and physiology AB ("none" or "mild") or CD ("moderate" or "severe") by two methods: (1) medical record review, and (2) ICD and Current Procedural Terminology (CPT) code-based classification. The composite outcome was defined as a combination of a death, emergency department (ED) visits, or any hospitalizations that occurred at least 6 months after the index date and was assessed by each modified AP classification method. RESULTS: Of 232 cases (52.2% male, 71.1% White), 28.4% experienced a composite outcome a median of 1.6 years after the index encounter. No difference in prediction of the composite outcome was seen based on modified AP classification between chart review and ICD code-based methodology. CONCLUSION: Modified AP classification by chart review and ICD codes are comparable in predicting the composite outcome at least 6 months after classification. Modified AP classification using ICD code-based classification of CHD native anatomy and physiology is an important tool for population-based ACHD surveillance using administrative data.


Asunto(s)
Cardiopatías Congénitas , Clasificación Internacional de Enfermedades , Humanos , Cardiopatías Congénitas/clasificación , Cardiopatías Congénitas/fisiopatología , Masculino , Femenino , Adulto , Persona de Mediana Edad , Estados Unidos/epidemiología , Estudios Retrospectivos , Índice de Severidad de la Enfermedad
2.
Anesth Analg ; 138(5): 1043-1051, 2024 May 01.
Artículo en Inglés | MEDLINE | ID: mdl-38190344

RESUMEN

BACKGROUND: Sugammadex is not advised for patients with severe renal impairment, but has been shown in a variety of other populations to be superior to neostigmine for reversal of neuromuscular blockade. The objective of this study was to determine if reversal of rocuronium-induced neuromuscular blockade with sugammadex versus reversal of cisatracurium-induced neuromuscular blockade with neostigmine results in a faster return to a train-of-four ratio (TOFR) ≥90% in patients with severe renal impairment. METHODS: We conducted a prospective, randomized, blinded, controlled trial at a large county hospital. A total of 49 patients were enrolled. Inclusion criteria included patients age ≥18, American Society of Anesthesiologists (ASA) physical status III and IV, with a creatinine clearance <30 mL/min, undergoing general anesthesia with expected surgical duration ≥2 hours and necessitating neuromuscular blockade. Subjects received either cisatracurium 0.2 mg/kg or rocuronium 0.6 mg/kg for induction of anesthesia to facilitate tracheal intubation. Subjects were kept at moderate neuromuscular blockade during surgery and received either 2 mg/kg sugammadex or 50 µg/kg neostigmine with 10 µg/kg glycopyrrolate for reversal of neuromuscular blockade. Neuromuscular monitoring was performed with electromyography (TwitchView), and the TOFR was recorded every minute after administration of the reversal agent. The time from administration of neuromuscular reversal until the patient reached a TOFR ≥90% was recorded as the primary outcome. RESULTS: The mean time to recovery of TOFR ≥90% was significantly faster with sugammadex at 3.5 (±1.6) min compared with neostigmine at 14.8 (±6.1) min ( P < .0001; mean difference, 11.3 minutes; 95% confidence interval [CI], 9.0-13.5 minutes). There were no major adverse events in either group. CONCLUSIONS: In patients with severe renal impairment, neuromuscular blockade with rocuronium followed by reversal with sugammadex provides a significantly faster return of neuromuscular function compared to cisatracurium and neostigmine, without any major adverse effects.


Asunto(s)
Anestésicos , Bloqueo Neuromuscular , Fármacos Neuromusculares no Despolarizantes , Humanos , Inhibidores de la Colinesterasa/efectos adversos , Neostigmina/efectos adversos , Bloqueo Neuromuscular/efectos adversos , Bloqueo Neuromuscular/métodos , Fármacos Neuromusculares no Despolarizantes/efectos adversos , Estudios Prospectivos , Rocuronio , Sugammadex , Adulto
3.
PLoS One ; 18(11): e0294281, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-37948468

RESUMEN

Significant heat-related casualties underlie the urgency of establishing a heat-health warning system (HHWS). This paper presents an evidence-based pilot HHWS developed for Taipei City, Taiwan, through a co-design process engaging stakeholders. In the co-design process, policy concerns related to biometeorology, epidemiology and public health, and risk communication aspects were identified, with knowledge gaps being filled by subsequent findings. The biometeorological results revealed that Taipei residents were exposed to wet-bulb globe temperature (WBGT) levels of health concern for at least 100 days in 2016. The hot spots and periods identified using WBGT would be missed out if using temperature, underlining the importance of adopting an appropriate heat indicator. Significant increases in heat-related emergency were found in Taipei at WBGT exceeding 36°C with reference-adjusted risk ratio (RaRR) of 2.42, taking 30°C as the reference; and residents aged 0-14 had the highest risk enhancement (RaRR = 7.70). As for risk communication, occurring frequency was evaluated to avoid too frequent warnings, which would numb the public and exhaust resources. After integrating knowledge and reconciling the different preferences and perspectives, the pilot HHWS was co-implemented in 2018 by the science team and Taipei City officials; accompanying responsive measures were formulated for execution by ten city government departments/offices. The results of this pilot served as a useful reference for establishing a nationwide heat-alert app in 2021/2022. The lessons learnt during the interactive co-design processes provide valuable insights for establishing HHWSs worldwide.


Asunto(s)
Trastornos de Estrés por Calor , Exposición Profesional , Humanos , Calor , Trastornos de Estrés por Calor/prevención & control , Trastornos de Estrés por Calor/epidemiología , Temperatura , Ciudades
4.
J Am Heart Assoc ; 12(16): e030821, 2023 08 15.
Artículo en Inglés | MEDLINE | ID: mdl-37548168

RESUMEN

Background Administrative data permit analysis of large cohorts but rely on International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM), and International Classification of Diseases, Tenth Revision, Clinical Modification (ICD-10-CM) codes that may not reflect true congenital heart defects (CHDs). Methods and Results CHDs in 1497 cases with at least 1 encounter between January 1, 2010 and December 31, 2019 in 2 health care systems, identified by at least 1 of 87 ICD-9-CM/ICD-10-CM CHD codes were validated through medical record review for the presence of CHD and CHD native anatomy. Interobserver and intraobserver reliability averaged >95%. Positive predictive value (PPV) of ICD-9-CM/ICD-10-CM codes for CHD was 68.1% (1020/1497) overall, 94.6% (123/130) for cases identified in both health care systems, 95.8% (249/260) for severe codes, 52.6% (370/703) for shunt codes, 75.9% (243/320) for valve codes, 73.5% (119/162) for shunt and valve codes, and 75.0% (39/52) for "other CHD" (7 ICD-9-CM/ICD-10-CM codes). PPV for cases with >1 unique CHD code was 85.4% (503/589) versus 56.3% (498/884) for 1 CHD code. Of cases with secundum atrial septal defect ICD-9-CM/ICD-10-CM codes 745.5/Q21.1 in isolation, PPV was 30.9% (123/398). Patent foramen ovale was present in 66.2% (316/477) of false positives. True positives had younger mean age at first encounter with a CHD code than false positives (22.4 versus 26.3 years; P=0.0017). Conclusions CHD ICD-9-CM/ICD-10-CM codes have modest PPV and may not represent true CHD cases. PPV was improved by selecting certain features, but most true cases did not have these characteristics. The development of algorithms to improve accuracy may improve accuracy of electronic health records for CHD surveillance.


Asunto(s)
Cardiopatías Congénitas , Clasificación Internacional de Enfermedades , Humanos , Adulto , Valor Predictivo de las Pruebas , Reproducibilidad de los Resultados , Registros Electrónicos de Salud , Cardiopatías Congénitas/diagnóstico , Cardiopatías Congénitas/epidemiología
5.
Cancers (Basel) ; 15(15)2023 Jul 29.
Artículo en Inglés | MEDLINE | ID: mdl-37568681

RESUMEN

Though specific growth rate (SGR) has potential prognostic value for oropharyngeal squamous cell carcinoma (OPSCC), there is sparse literature defining these rates. Our aims were to establish the SGRs of primary tumors (PTs) and lymph nodes (LNs) in OPSCC and to correlate SGR with oncologic outcome. A pilot study was designed with a retrospective analysis examining 54 patients from the University of California, Davis with OPSCC (diagnosed 2012-2019). Radiation oncology software and pretreatment serial CT scans were used to measure PT and LN volumes to calculate SGR and doubling time (DT). The mean PT-SGR was 1.2 ± 2.2%/day and the mean LN-SGR was 1.6 ± 1.9%/day. There was no statistically significant difference between slow-growing and fast-growing cohorts in terms of age, gender, smoking status, tumor subsite, HPV status (as determined with p16 staining), initial volume, or overall stage. SGR had no impact on 2-year overall survival, disease-free survival, or disease-specific survival. We found the average daily growth rates for OPSCC to be 1.2%/day and 1.6%/day. Our findings suggest PT- and LN-SGR are independent factors, not heavily influenced by known biomarkers and patient characteristics, without a statistical impact on prognosis. This information has value in patient counseling regarding tumor growth and in providing patients worried about fast-growing tumors the appropriate reassurance.

6.
Transpl Infect Dis ; 25(4): e14091, 2023 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-37428868

RESUMEN

BACKGROUND: Culture of bronchoalveolar lavage (BAL) specimens takes time to report. We tested whether a molecular diagnostic test could accelerate donor lung assessment and treatment. METHODS: We compared BioFire Film Array Pneumonia Panel (BFPP) with standard of care (SOC) tests on lung allograft samples at three time points: (1) donor BAL at organ recovery, (2) donor bronchial tissue and airway swab at implantation, and (3) first recipient BAL following lung implantation. Primary outcomes were the difference in time to result (Wilcoxon signed-ranked tests) and the agreement in results between BFPP and SOC assays (Gwet's agreement coefficient). RESULTS: We enrolled 50 subjects. In donor lung BAL specimens, BFPP detected 52 infections (14 out of 26 pathogens in the panel). Viral and bacterial BFPP results were reported 2.4 h (interquartile range, IQR 2.0-6.4) following BAL versus 4.6 h (IQR 1.9-6.0, p = 0.625) for OPO BAL viral SOC results and 66 h (IQR 47-87, p < .0001) for OPO BAL bacterial SOC results. Although there was high overall agreement of results between BAL-BFPP versus OPO BAL-SOC tests (Gwet's AC p < .001 for all), the level of agreement differed among 26 pathogens designed in BFPP and differed by types of specimens. BFPP could not detect many infections identified by SOC assays. CONCLUSIONS: BFPP decreased time to detection of lung pathogens among donated lungs, but it cannot replace SOC tests due to the limited number of pathogens in the panel.


Asunto(s)
Neumonía Bacteriana , Neumonía , Humanos , Líquido del Lavado Bronquioalveolar/microbiología , Lavado Broncoalveolar/métodos , Pulmón , Neumonía/diagnóstico , Bacterias
7.
Biomark Res ; 11(1): 7, 2023 Jan 18.
Artículo en Inglés | MEDLINE | ID: mdl-36650586

RESUMEN

Over the past decade, targeted therapy for oncogene-driven NSCLC and immune checkpoint inhibitors for non-oncogene-driven NSCLC, respectively, have greatly improved the survival and quality of life for patients with unresectable NSCLC. Increasingly, these biomarker-guided systemic therapies given before or after surgery have been used in patients with early-stage NSCLC. In March 2022, the US FDA granted the approval of neoadjuvant nivolumab and chemotherapy for patients with stage IB-IIIA NSCLC. Several phase II/III trials are evaluating the clinical efficacy of various neoadjuvant immune checkpoint inhibitor combinations for non-oncogene-driven NSCLC and neoadjuvant molecular targeted therapies for oncogene-driven NSCLC, respectively. However, clinical application of precision neoadjuvant treatment requires a paradigm shift in the biomarker testing and multidisciplinary collaboration at the diagnosis of early-stage NSCLC. In this comprehensive review, we summarize the current diagnosis and treatment landscape, recent advances, new challenges in biomarker testing and endpoint selections, practical considerations for a timely multidisciplinary collaboration at diagnosis, and perspectives in emerging neoadjuvant precision systemic therapy for patients with resectable, early-stage NSCLC. These biomarker-guided neoadjuvant therapies hold the promise to improve surgical and pathological outcomes, reduce systemic recurrences, guide postoperative therapy, and improve cure rates in patients with resectable NSCLC.

8.
Am J Otolaryngol ; 44(2): 103724, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-36493469

RESUMEN

PURPOSE: The purpose of this study is to examine the use of the Patient Health Questionnaire-2 (PHQ-2) to screen for depression in patients undergoing treatment for head and neck cancer and to evaluate potential patient-specific risk factors that may contribute to depression. MATERIALS AND METHODS: This is a retrospective study at a tertiary-level hospital of outpatient adult patients with head and neck cancer who completed the PHQ-2/9 from 2019 to 2020. Patients were given a PHQ-2 during a surveillance visit. A positive PHQ-2 screen (score ≥ 3) prompted further evaluation with a PHQ-9. Patients were stratified into either low risk (PHQ-2 score < 3) or high risk (PHQ-2 score ≥ 3) for depression. Univariate regression was performed on all variables, and a multivariate logistic regression was performed on statistically significant variables (P < 0.05). RESULTS: In total, 110 patients were included in this study. Fifteen (14 %) patients had a positive PHQ-2 screen with a score ≥ 3 and underwent evaluation with a PHQ-9. The median PHQ-9 score was 15 (6-26). The PHQ-2 ≥ 3 group were significantly younger (59 years vs. 67 years; P = 0.03) and had a greater number of patients with a psychiatric history (33 % vs. 8 %; P < 0.01). CONCLUSIONS: There is a strong association between a PHQ-2 score ≥ 3 and detection of depressive symptoms among patients with head and neck cancer. Younger age and pretreatment mental illness are significant risk factors for developing depression following treatment. Early screening and treatment should be considered for all patients to mitigate the burden of depression and suicide in this patient population. Further research is warranted to investigate utilization of the PHQ-2/9 to detect depression and barriers that exist for timely screening and interventions.


Asunto(s)
Neoplasias de Cabeza y Cuello , Cuestionario de Salud del Paciente , Adulto , Humanos , Depresión/diagnóstico , Depresión/epidemiología , Depresión/etiología , Estudios Retrospectivos , Detección Precoz del Cáncer , Tamizaje Masivo , Neoplasias de Cabeza y Cuello/complicaciones , Neoplasias de Cabeza y Cuello/diagnóstico , Encuestas y Cuestionarios
9.
Pain Ther ; 12(1): 201-211, 2023 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-36274081

RESUMEN

INTRODUCTION: The optimal pain management strategy after lung transplantation is unknown. This study compared analgesic outcomes of intercostal nerve blockade by cryoanalgesia (Cryo) versus thoracic epidural analgesia (TEA). METHODS: Seventy-two patients who underwent bilateral lung transplantation via clamshell incision at our center from 2016 to 2018 were managed with TEA (N = 43) or Cryo (N = 29). We evaluated analgesic-specific complications, opioid use in oral morphine equivalents (OME), and pain scores (0-10) through postoperative day 7. Adjusted linear regression was used to assess for non-inferiority of Cryo to TEA. RESULTS: The overall mean pain scores (Cryo 3.2 vs TEA 3.8, P = 0.21), maximum mean pain scores (Cryo 4.7 vs TEA 5.5, P = 0.16), and the total opioid use (Cryo 484 vs TEA 705 OME, P = 0.12) were similar in both groups, while the utilization of postoperative opioid-sparing analgesia, measured as use of lidocaine patches, was lower in the Cryo group (Cryo 21% vs TEA 84%, P < 0.001). Analgesic outcomes remained similar between the cohorts after adjustment for pertinent patient and analgesic characteristics (P = 0.26), as well as after exclusion of Cryo patients requiring rescue TEA (P = 0.32). There were no Cryo complications, with four patients requiring subsequent TEA for pain control. Two TEA patients experienced hemodynamic instability following a test TEA bolus requiring code measures. Additionally, TEA placement was delayed beyond postoperative day 1 in 33% owing to need for anticoagulation or clinical instability. CONCLUSIONS: In lung transplantation, Cryo was found to be safe with analgesic effectiveness similar to TEA. Cryo may be advantageous in this complex patient population, as it can be used in all clinical scenarios and eliminates risks and delays associated with TEA.

10.
Children (Basel) ; 9(9)2022 Sep 15.
Artículo en Inglés | MEDLINE | ID: mdl-36138705

RESUMEN

Available information on clinical characteristics and post-operative outcomes in children with very severe obstructive sleep apnea (OSA) is limited. Our study evaluates the clinical features and polysomnographic (PSG) variables that predict post-operative outcomes in children with an obstructive apneal hypopnea index (AHI) of more than 25 events/hr. In this study from a single tertiary care center, we performed a retrospective chart review of patients with an AHI > 25/hr, who underwent tonsillectomy and adenoidectomy (T&A) between January 2016 and September 2021. In total, 50 children were included in the study: 26.0% (13/50) of children experienced post-operative respiratory events and four children needed intubation and ventilator support. Compared with children without respiratory events, children requiring post-operative respiratory interventions were younger (4.4 ± 5.2 vs. 8.0 ± 5.2 years; p = 0.04), had higher pre-operative AHI (73.6 ± 27.4 vs. 44.8 ± 24.9; p < 0.01), lower oxygen nadirs (70.0 ± 13.0% vs. 83.0 ± 7.0%; p < 0.01), and had lower body metabolic index Z-scores (−0.51 ± 2.1 vs. 0.66 ± 1.5; p < 0.04). Moderate to severe residual OSA was identified in 70% (24/34) of children with available post-operative PSG; younger children had better PSG outcomes. Our study shows that post-operative respiratory events are frequent in children with very severe OSA, particularly with an AHI > 40/h, younger children (<2 years of age), lower oxygen saturation (SpO2), and poor nutritional status, necessitating close monitoring.

11.
Saudi J Anaesth ; 16(3): 299-305, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35898522

RESUMEN

The prevalence of patients with obesity continues to rise worldwide and has reached epidemic proportions. There is a strong correlation between obesity and sleep-disordered breathing (SDB), and, in particular, obstructive sleep apnea (OSA). OSA is often undiagnosed in the surgical population. Bariatric surgery has been recognized as an effective treatment option for both obesity and OSA. Laparoscopic bariatric procedures, particularly laparoscopic sleeve gastrectomy (LSG), have become the most frequently performed procedures. OSA has been identified as an independent risk factor for perioperative complications and failure to recognize and prepare for patients with OSA is a major cause of postoperative adverse events, suggesting that all patients undergoing bariatric surgery should be screened preoperatively for OSA. These patients should be treated with an opioid-sparing analgesic plan and continuous positive airway pressure (CPAP) perioperatively to minimize respiratory complications. With the number of bariatric surgical patients with SDB likely to continue rising, it is critical to understand the best practices to manage this patient population.

12.
Neurobiol Dis ; 172: 105834, 2022 10 01.
Artículo en Inglés | MEDLINE | ID: mdl-35905927

RESUMEN

Synapse dysfunction and loss are central features of neurodegenerative diseases, caused in part by the accumulation of protein oligomers. Amyloid-ß, tau, prion, and α-synuclein oligomers bind to the cellular prion protein (PrPC), resulting in the activation of macromolecular complexes and signaling at the post-synapse, yet the early signaling events are unclear. Here we sought to determine the early transcript and protein alterations in the hippocampus during the pre-clinical stages of prion disease. We used a transcriptomic approach focused on the early-stage, prion-infected hippocampus of male wild-type mice, and identify immediate early genes, including the synaptic activity response gene, Arc/Arg3.1, as significantly upregulated. In a longitudinal study of male, prion-infected mice, Arc/Arg-3.1 protein was increased early (40% of the incubation period), and by mid-disease (pre-clinical), phosphorylated AMPA receptors (pGluA1-S845) were increased and metabotropic glutamate receptors (mGluR5 dimers) were markedly reduced in the hippocampus. Notably, sporadic Creutzfeldt-Jakob disease (sCJD) post-mortem cortical samples also showed low levels of mGluR5 dimers. Together, these findings suggest that prions trigger an early Arc response, followed by an increase in phosphorylated GluA1 and a reduction in mGluR5 receptors.


Asunto(s)
Síndrome de Creutzfeldt-Jakob , Priones , Péptidos beta-Amiloides/metabolismo , Animales , Síndrome de Creutzfeldt-Jakob/metabolismo , Hipocampo/metabolismo , Estudios Longitudinales , Masculino , Ratones , Priones/metabolismo
13.
China Econ Rev ; 75: 101831, 2022 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-35821798

RESUMEN

Based on a nationally representative survey on SMEs in China, we study the impact of government policy interventions on SMEs during the COVID-19 pandemic. Our findings are three-fold. First, relief policies in the form of payment deferrals and exemptions significantly improve SMEs' cash flows and further stimulate their operational recovery. This effect is more pronounced for firms with larger shares of high-skilled employees. Second, financial support policies do not appear to be effective in alleviating SMEs' cash constraints or encouraging the reopening of small businesses, potentially due to difficulties in accessing policy-oriented loans and misallocation of credit. Last, regional and local lock-down policies decrease SMEs' incidence of reopening and delay their expected reopening in the near future, likely by reducing consumer demand. Our findings shed new light on the policy debates on supporting SMEs during the COVID-19 pandemic.

14.
Am J Otolaryngol ; 43(4): 103471, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35636084

RESUMEN

PURPOSE: The purpose of this study is to characterize deficits in olfactory-specific and sinonasal-specific QoL after total laryngectomy (TL) with validated patient reported outcome measures. METHODS: Thirty patients who had a TL were prospectively enrolled. Patient demographics, as well as scores from the Questionnaire of Olfactory Disorders Negative Statements (QOD-NS) and the Sino-nasal Outcome Test-22 (SNOT-22) were collected. Univariate analysis was performed to assess associations between patient characteristics and QoL scores. RESULTS: The average QOD-NS score was 37.9 ± 11.4 (<38.5 is considered abnormal) and average SNOT-22 score was 32.0 ± 3.8 (>20 indicates a moderate/severe impact on QoL). The abnormal QOD-NS group had a greater percentage of former smokers compared to the normal group (77.8% vs. 58.1%; P = 0.56) and more median days from surgery compared to the normal group (904 vs. 477 days; P = 0.24). CONCLUSIONS: Olfactory dysfunction associated with TL results in blunting of olfactory-specific QoL.


Asunto(s)
Trastornos del Olfato , Rinitis , Sinusitis , Enfermedad Crónica , Humanos , Laringectomía/efectos adversos , Trastornos del Olfato/etiología , Calidad de Vida , Rinitis/cirugía , Sinusitis/cirugía , Olfato , Encuestas y Cuestionarios
15.
Sensors (Basel) ; 22(8)2022 Apr 18.
Artículo en Inglés | MEDLINE | ID: mdl-35459084

RESUMEN

In general, the investigation of NN (neural network) computing systems requires the management of a significant number of simultaneous distinct algorithms, such as parallel computing, fault tolerance, classification, and data optimization. Supervised learning for NN originally comes from certain parameters, such as self-revised learning, input learning datasets, and multiple second learning processes. Specifically, the operation continues to adjust the NN connection synapses' weight to achieve a self-learning computer system. The current article is aimed at developing the CC (correlation coefficient) assignment scheme adaptively joint with the FS (feature selection) categories to pursue the solutions utilized in solving the restrictions of NN computing. The NN computing system is expected to solve high-dimensional data, data overfitting, and strict FS problems. Hence, the Fruits-360 dataset is applied in the current article, that is, the variety of fruits, the sameness of color, and the differences in appearance features are utilized to examine the NN system accuracy, performance, and loss rate. Accordingly, there are 120 different kinds with a total of 20,860 fruit image datasets collected from AlexNet, GoogLeNet, and ResNet101, which were implemented in the CC assignment scheme proposed in this article. The results are employed to verify that the accuracy rate can be improved by reducing strict FS. Finally, the results of accuracy rate from the training held for the three NN frameworks are discussed. It was discovered that the GoogLeNet model presented the most significant FS performance. The demonstrated outcomes validate that the proposed CC assignment schemes are absolutely worthwhile in designing and choosing an NN training model for feature discrimination. From the simulation results, it has been observed that the FS-based CC assignment improves the accurate rate of recognition compared to the existing state-of-the-art approaches.


Asunto(s)
Algoritmos , Redes Neurales de la Computación , Simulación por Computador
17.
J Health Care Poor Underserved ; 33(1): 136-148, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35153210

RESUMEN

The Volunteer Income Tax Assistance (VITA) program is an underutilized free taxpreparation service that directly addresses poverty by maximizing tax refunds. A pediatric medical home (PMH) with an embedded VITA site provides an excellent opportunity for a medical-financial partnership. We sought to assess the knowledge, attitudes, and practices of caregivers of children who used a PMH after embedding a VITA site. We found that a PMH-VITA site was a convenient, trusted, useful, and potentially tax-filing behaviorchanging intervention. Importantly, most caregivers who did not use the PMH-VITA site had no knowledge of availability of free tax filing services but would consider using one the following year. Improved marketing is needed to increase utilization in our target population.


Asunto(s)
Impuesto a la Renta , Pobreza , Niño , Humanos , Asistencia Médica , Atención Dirigida al Paciente , Voluntarios
18.
Artículo en Inglés | MEDLINE | ID: mdl-34574429

RESUMEN

Most heat-health studies identified thresholds just outside human comfort zones, which are often too low to be used in heat-warning systems for reducing climate-related health risks. We refined a generalized additive model for selecting thresholds with substantial health risk enhancement, based on Taiwan population records of 2000-2017, considering lag effects and different spatial scales. Reference-adjusted risk ratio (RaRR) is proposed, defined as the ratio between the relative risk of an essential health outcome for a threshold candidate against that for a reference; the threshold with the highest RaRR is potentially the optimal one. It was found that the wet-bulb globe temperature (WBGT) is a more sensitive heat-health indicator than temperature. At lag 0, the highest RaRR (1.66) with WBGT occurred in emergency visits of children, while that in hospital visits occurred for the working-age group (1.19), presumably due to high exposure while engaging in outdoor activities. For most sex, age, and sub-region categories, the RaRRs of emergency visits were higher than those of hospital visits and all-cause mortality; thus, emergency visits should be employed (if available) to select heat-warning thresholds. This work demonstrates the applicability of this method to facilitate the establishment of heat-warning systems at city or country scales by authorities worldwide.


Asunto(s)
Trastornos de Estrés por Calor , Salud Poblacional , Niño , Ciudades , Trastornos de Estrés por Calor/epidemiología , Calor , Humanos , Temperatura
19.
Curr Opin Otolaryngol Head Neck Surg ; 29(5): 419-423, 2021 Oct 01.
Artículo en Inglés | MEDLINE | ID: mdl-34387288

RESUMEN

PURPOSE OF REVIEW: This article reviews the recent literature regarding the impact of sarcopenia on microvascular free flap reconstruction outcomes. RECENT FINDINGS: Malnutrition, and consequent muscle loss, is a prevalent issue among head and neck cancer patients. However, diagnosis remains challenging due to a paucity of reliable objective measures. Traditional markers, such as albumin, have been used in the past to assess nutritional status, but cancer-related inflammation limits their predictive value. Recently, developments in the diagnosis of sarcopenia through the novel use of computed tomography (CT) cross-sectional muscle mass indices to evaluate body composition have proven effective and accessible. SUMMARY: Literature shows compelling evidence that sarcopenia is associated with higher rates of surgical complications that delay recovery and increase mortality. The use of CT imaging to quantify muscle loss offers an objective way to evaluate nutritional status, which is predictive of postoperative rates of complications. Research on ways to optimize muscle mass prior to surgery is limited, however, immunonutrition is emerging as a promising intervention that can attenuate sarcopenia-related inflammation to improve outcomes.


Asunto(s)
Colgajos Tisulares Libres , Neoplasias de Cabeza y Cuello , Procedimientos de Cirugía Plástica , Sarcopenia , Estudios Transversales , Humanos , Sarcopenia/diagnóstico , Sarcopenia/etiología
20.
Paediatr Anaesth ; 31(10): 1113-1120, 2021 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-34270145

RESUMEN

BACKGROUND: Postoperative pain management in pediatric burn patients requiring excision and split-thickness skin grafts remains largely under-studied. ICU care is often necessary due to the level of sedation and amount of opioids required to achieve adequate pain control. AIMS: Our case series aimed to describe a pain management strategy using neuraxial anesthesia intraoperatively. Primary outcomes include pain scores, postoperative opioid consumption, and adverse events. METHODS: A retrospective chart review was performed on a total of 61 patients who received intraoperative neuraxial anesthesia for split-thickness skin grafting between January 1st, 2017 and June 1st, 2018. Patient demographics, operating room data, and subsequent hospital course was extracted from their electronic medical record and plotted using R Studio statistical software. RESULTS: The overwhelming majority of patients received single-shot spinals with both local anesthetic and either morphine or hydromorphone. Average pain scores were 1 out of 10 with standard deviation of 1.6 in the immediate postoperative period and decreased over the next 72 h. Oral morphine equivalents consumed did not exceed 0.61 ME/kg/day. The most common adverse reaction was pruritus. CONCLUSIONS: Spinal anesthesia was most commonly used for split-thickness skin grafting in the pediatric burn population and provides excellent analgesia for patients' immediate postoperative course, including their initial dressing changes, with minimal risk for complications. Pain was well-controlled in all subgroups indicating that this strategy can be used flexibly in a variety of pediatric burn patients.


Asunto(s)
Anestesia Raquidea , Quemaduras , Analgésicos Opioides , Quemaduras/complicaciones , Quemaduras/cirugía , Niño , Humanos , Manejo del Dolor , Dolor Postoperatorio , Estudios Retrospectivos , Trasplante de Piel
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