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1.
J Surg Res ; 297: 41-46, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38430861

RESUMO

INTRODUCTION: Immediate complications of appendicitis are common, but the prevalence of long-term complications is uncertain. METHODS: We studied all publicly-insured children in the US with uncomplicated or complicated appendicitis in 2018-2019 using administrative claims. The main outcome was late hospital care defined as hospitalization or abdominal procedure within 180 d of an appendicitis discharge, excluding interval appendectomies. Time to late hospital care was evaluated using Cox regression. We evaluated health-care expenditures arising from appendicitis episodes. RESULTS: Among 95,942 children with appendicitis, 5727 (6.0%) had late hospital care, with 5062 requiring rehospitalization and 2012 (2.1%) surgery. The median time to late hospital care was 10 d (interquartile range 4-33). Age under 5 y (compared with >14 y, hazard ratio [HR] 1.88, 95% confidence interval [CI] 1.70-2.08), complex chronic conditions (HR 2.35, 95% CI 2.13-2.59), and complicated appendicitis (HR 2.81, 95% CI 2.67, 2.96) were each associated with time to late hospital care. Expenditures over 180 d were a median $6553 and $19,589 respectively in those requiring no late hospital care versus those requiring it (P < 0.001). CONCLUSIONS: Late hospital care is uncommon in pediatric appendicitis but is costly. Prevention efforts should be targeted to the youngest, most complex children, and those with complicated appendicitis at presentation.


Assuntos
Apendicectomia , Apendicite , Humanos , Criança , Apendicectomia/métodos , Apendicite/cirurgia , Medicaid , Estudos Retrospectivos , Hospitais , Tempo de Internação
2.
J Surg Res ; 294: 16-25, 2024 02.
Artigo em Inglês | MEDLINE | ID: mdl-37857139

RESUMO

INTRODUCTION: An ultrasound (US)-first approach for evaluating appendicitis is recommended by the American College of Radiology. We sought to assess the access to and utilization of an US-first approach for children with acute appendicitis in United States Emergency Departments. METHODS: Utilizing the 2019 Nationwide Emergency Department Sample, we performed a retrospective cohort study of patients <18 y with a primary diagnosis of acute appendicitis based on International Classification of Disease 10th Edition Diagnosis codes. Our primary outcome was the presentation to a hospital that does not perform US for children with acute appendicitis. Our secondary outcome was the receipt of a US at US-capable hospital. We developed generalized linear models with inverse-probability weighting to determine the association between patient characteristics and outcomes. RESULTS: Of 49,703 total children, 24,102 (48%) received a US evaluation. The odds of presenting at a hospital with no US use were significantly higher for patients aged 11-17 compared to patients <6 y (adjusted odds ratio [aOR] [95% confidence interval (CI)]: 1.59, [1.19- 2.13], P = 0.002); lowest median household income quartile compared to highest (aOR [95% CI]: 2.50, [1.52-4.10], P < 0.001); rural locations compared to metropolitan (aOR [95% CI]: 8.36 [5.54-12.6], P < 0.001), and Hispanic compared to non-Hispanic White (aOR [95% CI]: 0.63 [0.45-0.90], P = 0.01). The odds of receiving a US at US-capable hospitals were significantly lower for patients >6 y, lowest median household income quartiles, and rural locations (P < 0.05). CONCLUSIONS: Rural, older, and poorer children are more likely to present to hospitals that do not utilize US in the diagnosis of acute appendicitis and are less likely to undergo US at US-capable hospitals.


Assuntos
Apendicite , Serviço Hospitalar de Emergência , Disparidades em Assistência à Saúde , Ultrassonografia , Criança , Humanos , Apendicite/diagnóstico por imagem , Apendicite/epidemiologia , Apendicite/etnologia , Serviço Hospitalar de Emergência/estatística & dados numéricos , Hispânico ou Latino/estatística & dados numéricos , Estudos Retrospectivos , Estados Unidos/epidemiologia , Ultrassonografia/estatística & dados numéricos , Disparidades em Assistência à Saúde/etnologia , Disparidades em Assistência à Saúde/estatística & dados numéricos , Adolescente , Brancos/estatística & dados numéricos , Fatores Etários , População Rural
3.
J Surg Res ; 295: 820-826, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38160493

RESUMO

INTRODUCTION: Emergency Department (ED) visits for gastrostomy tube complications in children represent a substantial health-care burden, and many ED visits are potentially preventable. The number and nature of ED visits to community hospitals for pediatric gastrostomy tube complications is unknown. METHODS: Using the 2019 Nationwide Emergency Department Sample, we performed a retrospective cross-sectional analysis of pediatric patients (<18 y) with a primary diagnosis of gastrostomy tube complication. Our primary outcome was a potentially preventable ED visit, defined as an encounter that did not result in any imaging, procedures, or an inpatient admission. Univariate and multivariable logistic regression analyses were used to determine the associations between patient factors and our primary outcome. RESULTS: We observed 32,036 ED visits at 535 hospitals and 15,165 (47.3%) were potentially preventable. The median (interquartile range) age was 2 (1, 6) years and 17,707 (55%) were male. Compared to White patients, patients with higher odds of potentially preventable visits were Black (adjusted odds ratio (aOR) [95% confidence interval {CI}]: 1.07 [1.05-1.11], P < 0.001) and Hispanic (aOR [95% CI]: 1.05 [1.02-1.08], P = 0.004). Patients with residential zip codes in the first (aOR [95% CI]: 1.08 [1.04, 1.12], P < 0.001), second (aOR [95% CI]: 1.07 [1.03, 1.11], P < 0.001), and third (aOR [95% CI]: 1.09 [1.05, 1.13], P < 0.001) median household income quartiles had higher odds of potentially preventable visits compared to the highest. CONCLUSIONS: In a nationally representative sample of EDs, 47.3% of visits for pediatric gastrostomy tubes were potentially preventable. Efforts to improve outpatient management are warranted to reduce health-care utilization for these patients.


Assuntos
Serviço Hospitalar de Emergência , Gastrostomia , Criança , Humanos , Masculino , Estados Unidos , Feminino , Gastrostomia/efeitos adversos , Estudos Retrospectivos , Estudos Transversais , Hospitalização
4.
J Surg Res ; 282: 174-182, 2023 02.
Artigo em Inglês | MEDLINE | ID: mdl-36308900

RESUMO

INTRODUCTION: Significant racial and ethnic disparities exist for children presenting with acute appendicitis; however, it is unknown if disparities persist after initial management and hospital discharge. MATERIALS AND METHODS: We performed a retrospective cohort study of children (aged < 18 y) who underwent treatment for acute appendicitis in 47 U.S. Children's Hospitals between 2017 and 2019. Primary outcomes were 30-d emergency department (ED) visits and 30-d inpatient readmission. Hierarchical multivariable logistic regression models were developed to determine the association of race and ethnicity on the primary outcomes. Inverse odds-weighted mediation analyses were used to estimate the degree to which complicated disease, insurance status, urbanicity, and residential socioeconomic status- mediated disparate outcomes. RESULTS: A total of 67,303 patients were included. Compared with Non-Hispanic White children, Non-Hispanic Black (NHB) (odds ratio [OR] 1.40, 95% confidence interval [CI] 1.23-1.59) and Hispanic/Latinx (HL) children (OR 1.55, 95% CI 1.44-1.67) had higher odds of ED visits. Only NHB children had higher odds of readmission (OR 1.43, 95% CI 1.30-1.57). On a multivariable analysis, NHB (adjusted OR 1.19, 95% CI 1.04-1.36) and HL (adjusted OR 1.19, 95% CI 1.09-1.31) children had higher odds of ED visits. Insurance, disease severity, socioeconomic status, and urbanicity mediated 61.6% (95% CI 29.7-100%) and 66.3% (95% CI 46.9-89.3%) of disparities for NHB and HL children, respectively. CONCLUSIONS: Children of racial and ethnic minorities are more likely to visit the ED after treatment for acute appendicitis, but HL patients did not have a corresponding increase in readmission. These differences were mediated mainly by insurance status and urban residence. A lack of appropriate postdischarge education and follow-up may drive disparities in healthcare utilization after pediatric appendicitis.


Assuntos
Apendicite , Etnicidade , Criança , Humanos , Apendicite/cirurgia , Análise de Mediação , Disparidades em Assistência à Saúde , Estudos Retrospectivos , Alta do Paciente , Assistência ao Convalescente
5.
Ann Surg ; 276(4): 720-731, 2022 10 01.
Artigo em Inglês | MEDLINE | ID: mdl-35837896

RESUMO

OBJECTIVE: We sought to determine the relationship between a patient's proximal familial social support, defined as the geographic proximity of family members, and healthcare utilization after complex cardiovascular and oncologic procedures. BACKGROUND: Social support mechanisms are increasingly identified as modifiable risk factors for healthcare utilization. METHODS: We performed a retrospective cohort study of 60,895 patients undergoing complex cardiovascular procedures or oncologic procedures. We defined healthcare utilization outcomes as 30-day all-cause readmission unplanned readmission, nonindex hospital readmission, index hospital length of stay, and home discharge disposition. For each patient, we aggregated the number of first-degree relatives (FDR) living within 30 miles of the patient's home address at the time of the surgical procedure into the following categories: 0 to 1, 2 to 3, 4 to 5, 6+ FDRs. We developed hierarchical multivariable regression models to determine the relationship between the number of FDR living within 30 miles of the patient and the healthcare utilization outcomes. RESULTS: Compared with patients with 0 to 1 FDRs, patients with 6+ FDRs living in close proximity had significantly lower rates of all-cause readmission (12.1% vs 13.5%, P <0.001), unplanned readmission (10.9% vs 12.0%, P =0.001), nonindex readmission (2.6% vs 3.2%, P =0.003); higher rates of home discharge (88.0% vs 85.3%, P <0.001); and shorter length of stay (7.3 vs 7.5 days, P =0.02). After multivariable adjustment, a larger number of FDRs living within 30 miles of the patient was significantly associated with a lower likelihood of all-cause readmission ( P <0.001 for trend), 30-day unplanned readmission ( P <0.001), nonindex readmission ( P <0.001); higher likelihood of home discharge ( P <0.001); and shorter index length of stay ( P <0.001). CONCLUSIONS: The geographic proximity of family members is significantly associated with decreased healthcare utilization after complex cardiovascular and oncologic surgical procedures.


Assuntos
Alta do Paciente , Readmissão do Paciente , Família , Humanos , Tempo de Internação , Aceitação pelo Paciente de Cuidados de Saúde , Complicações Pós-Operatórias , Estudos Retrospectivos , Fatores de Risco
6.
J Pediatr ; 240: 122-128.e2, 2022 01.
Artigo em Inglês | MEDLINE | ID: mdl-34487770

RESUMO

OBJECTIVE: To identify cumulative 5-year healthcare costs and healthcare days in children with anorectal malformation (ARM) and to compare the cumulative 5-year healthcare costs and healthcare days in children with ARM with 3 control cohorts: healthy, premature, and congenital heart disease (CHD). STUDY DESIGN: We performed a retrospective case-control study using the Truven MarketScan database of commercial claims encounters between 2008 and 2017. The ARM, CHD, and premature cohorts were identified using a targeted list of International Classification of Diseases 9th or 10th Revision diagnosis and Current Procedural Terminology codes. The healthy cohort included patients without ARM, preterm birth, or CHD. RESULTS: We identified 664 children with ARM, 3356 children with heart disease, 63 190 children who were born preterm, and 2947 healthy patients. At 5 years, the total healthcare costs of children with ARM ($273K, 95% CI $168K-$378K) were similar to the premature cohort ($246K, 95% CI $237K-$255K) and lower than the CHD cohort ($466K, 95% CI $401K-$530K, P < .001). Total healthcare days were similar in children with ARM (158 days, 95% CI 117-198) and prematurity (141 days, 95% CI 137-144) but lower than CHD (223 days, 95% CI 197-250, P = .02). In ARM, outpatient care (126 days, 95% CI 93-159) represented the largest contribution to total healthcare days. CONCLUSIONS: Children with ARM accumulate similar healthcare costs to children with prematurity and comparable healthcare days to children with CHD and prematurity in the first 5 years of life. Outpatient care represents the majority of healthcare days in children with ARM, identifying this as a target for quality improvement and demonstrating the long-term impact of this condition.


Assuntos
Malformações Anorretais/economia , Custos de Cuidados de Saúde/estatística & dados numéricos , Malformações Anorretais/epidemiologia , Estudos de Casos e Controles , Pré-Escolar , Humanos , Lactente , Recém-Nascido , Recém-Nascido Prematuro , Estudos Retrospectivos , Estados Unidos/epidemiologia
7.
J Surg Res ; 267: 109-116, 2021 11.
Artigo em Inglês | MEDLINE | ID: mdl-34147000

RESUMO

BACKGROUND: The insurance status of pediatric trauma patients is associated with access to post-discharge resources, including inpatient rehabilitation. Our goal was to understand the impact of changes in insurance coverage on access to post-acute care resources for pediatric trauma patients. MATERIALS AND METHODS: We utilized the National Trauma Data Bank from 2012 to 2016 for all pediatric trauma patients with a highest body region abbreviated injury score >2. Our primary outcome was hospital discharge disposition location. We used multivariable regression to adjust for salient patient and trauma center characteristics. Additionally, we performed a sensitivity analysis including only high-volume hospitals to examine the relationship between the magnitude of facility level expansion in coverage and changes in patient disposition. RESULTS: We identified 195,649 pediatric trauma patients meeting inclusion criteria. From 2012 to 2016 the proportion of patients with Medicaid (35% versus 39%, P < 0.001) and private insurance (39% versus 45%, P < 0.001) increased. Increased discharges with home health (HH) (+0.6% adjusted risk difference 2012 to 2016, P < 0.001) and decreased discharges to inpatient rehabilitation and skilled nursing facilities (-0.6% adjusted risk difference 2012 to 2016, P = 0.01) were associated with changes in insurance coverage. After stratifying high volume facilities by magnitude of increase in Medicaid and private insurance, we found that, for all groups, discharge to inpatient rehabilitation and skilled nursing facilities decreased (P < 0.01). CONCLUSIONS: Expanded insurance coverage for children was paradoxically associated with decreased discharge to inpatient rehabilitation and skilled nursing facilities after severe traumatic injury. These findings suggest that additional barriers may drive limitations in access to pediatric post-discharge services.


Assuntos
Assistência ao Convalescente , Alta do Paciente , Criança , Estudos de Coortes , Humanos , Cobertura do Seguro , Medicaid , Estudos Retrospectivos , Instituições de Cuidados Especializados de Enfermagem , Estados Unidos
8.
J Surg Res ; 261: 95-104, 2021 05.
Artigo em Inglês | MEDLINE | ID: mdl-33422904

RESUMO

BACKGROUND: Hirschsprung-associated enterocolitis (HAEC) is a serious potential complication after primary pull-through surgery for Hirschsprung's disease (HSCR). Administration of anal botulinum toxin (BT) injection may improve obstructive symptoms at the internal anal sphincter, leading to improved fecal passage. The timing of administration and effects on delay or prevention of HAEC are unknown. We hypothesized that BT administration increased the postoperative time to HAEC and aimed to investigate whether anal BT administration after primary pull-through surgery for HSCR is associated with increased time to inpatient HAEC admission development. METHODS: We performed a retrospective cohort study examining children with HSCR at US children's hospitals from 2008 to 2018 using the Pediatric Health Information System database with an associated primary pull-through operation performed before 60 d of age. The intervention assessed was the administration of BT concerning the timing of primary pull-through, and two groups were identified: PRO (received BT at or after primary pull-through, before HAEC) and NOT (never received BT, or received BT after HAEC). The primary outcome was time from pull-through to the first HAEC admission. The Cox proportional hazards model was developed to examine the BT administration effect on the primary outcome after controlling for patient-level covariates. RESULTS: We examined a total of 1439 children (67 in the PRO and 1372 in the NOT groups). A total of 308 (21.4%) developed at least one episode of HAEC, including 76 (5.3%) who had two or more episodes. Between 2008 and 2018, the frequency of BT administration has increased from three to 20 hospitals with a frequency of administration between 2.2% and 16.2%. Prophylactic BT (PRO) was not associated with increased time to HAEC event on adjusted analysis. CONCLUSIONS: Among children with HSCR undergoing primary pull-through surgery, prophylactic BT administration did not demonstrate increased time to first HAEC event. A better-powered study with prophylactic BT is required to determine the effect on HAEC occurrence and timing. LEVEL OF EVIDENCE: Level II (retrospective cohort study).


Assuntos
Toxinas Botulínicas/uso terapêutico , Enterocolite/prevenção & controle , Doença de Hirschsprung/complicações , Neurotoxinas/uso terapêutico , Complicações Pós-Operatórias/prevenção & controle , Procedimentos Cirúrgicos do Sistema Digestório/efeitos adversos , Procedimentos Cirúrgicos do Sistema Digestório/estatística & dados numéricos , Enterocolite/etiologia , Feminino , Doença de Hirschsprung/cirurgia , Humanos , Recém-Nascido , Masculino , Complicações Pós-Operatórias/etiologia , Estudos Retrospectivos
9.
Ann Surg ; 272(4): 629-636, 2020 10.
Artigo em Inglês | MEDLINE | ID: mdl-32773639

RESUMO

OBJECTIVES: We present the development and validation of a portable NLP approach for automated surveillance of SSIs. SUMMARY OF BACKGROUND DATA: The surveillance of SSIs is labor-intensive limiting the generalizability and scalability of surgical quality surveillance programs. METHODS: We abstracted patient clinical text notes after surgical procedures from 2 independent healthcare systems using different electronic healthcare records. An SSI detected as part of the American College of Surgeons' National Surgical Quality Improvement Program was used as the reference standard. We developed a rules-based NLP system (Easy Clinical Information Extractor [CIE]-SSI) for operative event-level detection of SSIs using an training cohort (4574 operative events) from 1 healthcare system and then conducted internal validation on a blind cohort from the same healthcare system (1850 operative events) and external validation on a blind cohort from the second healthcare system (15,360 operative events). EasyCIE-SSI performance was measured using sensitivity, specificity, and area under the receiver-operating-curve (AUC). RESULTS: The prevalence of SSI was 4% and 5% in the internal and external validation corpora. In internal validation, EasyCIE-SSI had a sensitivity, specificity, AUC of 94%, 88%, 0.912 for the detection of SSI, respectively. In external validation, EasyCIE-SSI had sensitivity, specificity, AUC of 79%, 92%, 0.852 for the detection of SSI, respectively. The sensitivity of EasyCIE-SSI decreased in clean, skin/subcutaneous, and outpatient procedures in the external validation compared to internal validation. CONCLUSION: Automated surveillance of SSIs can be achieved using NLP of clinical notes with high sensitivity and specificity.


Assuntos
Aplicativos Móveis , Processamento de Linguagem Natural , Infecção da Ferida Cirúrgica/diagnóstico , Adulto , Idoso , Estudos de Coortes , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Vigilância da População/métodos , Melhoria de Qualidade , Procedimentos Cirúrgicos Operatórios/normas
10.
J Surg Res ; 247: 514-523, 2020 03.
Artigo em Inglês | MEDLINE | ID: mdl-31668605

RESUMO

BACKGROUND: There is increasing need to avoid excess opioid prescribing after surgery. We prospectively assessed overprescription in our hospital system and used these data to design a quality improvement intervention to reduce overprescription. MATERIALS AND METHODS: Beginning in January 2017, an e-mail-based survey to assess the quantity of opioids used postoperatively as well as patient-reported pain control was sent to all surgical patients in a 23-hospital system. In January 2018, as a quality improvement initiative, guidelines were given to surgeons based on patient consumption data. Prescription and consumption were then tracked prospectively. Wilcoxon signed-rank, analysis of variance, and Cuzick trend tests were used to assess for overprescription and changes over time in opioid prescribing and consumption. RESULTS: We included 2239 patients in our cohort. The amount prescribed (median [IQR]: 30 [24-45] versus 18 [12-30], P < 0.001) and consumed (median [IQR]: 12 [7-20] versus 8 [3-15], P < 0.001) each decreased between the first and last quarter studied. Academic hospitals prescribed fewer opioids than nonacademic hospitals (median [IQR]: 24[15-40] versus median [IQR]: 30 [20-45], P < 0.001). There was no difference in the quantity of opioids consumed between patients treated at academic and nonacademic facilities (median [IQR]: 10[3-19] versus 10.5 [4-20], P = 0.08). Patients consumed a median of 42% of the opioids prescribed, and there was no significant trend in the percent consumed over time (P = 0.8). CONCLUSIONS: Patients used far fewer opioids than prescribed after common adult general surgery procedures. When surgeons were provided with patient consumption data, the number of opioids prescribed decreased significantly.


Assuntos
Analgésicos Opioides/administração & dosagem , Implementação de Plano de Saúde/normas , Dor Pós-Operatória/tratamento farmacológico , Padrões de Prática Médica/organização & administração , Melhoria de Qualidade , Adulto , Idoso , Analgésicos Opioides/efeitos adversos , Feminino , Humanos , Hidrocodona/administração & dosagem , Hidrocodona/efeitos adversos , Masculino , Uso Excessivo dos Serviços de Saúde/prevenção & controle , Uso Excessivo dos Serviços de Saúde/estatística & dados numéricos , Pessoa de Meia-Idade , Epidemia de Opioides/prevenção & controle , Manejo da Dor/métodos , Manejo da Dor/normas , Manejo da Dor/estatística & dados numéricos , Medição da Dor/estatística & dados numéricos , Dor Pós-Operatória/diagnóstico , Dor Pós-Operatória/etiologia , Medidas de Resultados Relatados pelo Paciente , Cuidados Pós-Operatórios/normas , Cuidados Pós-Operatórios/estatística & dados numéricos , Guias de Prática Clínica como Assunto , Padrões de Prática Médica/normas , Padrões de Prática Médica/estatística & dados numéricos , Estudos Prospectivos , Procedimentos Cirúrgicos Operatórios/efeitos adversos , Comprimidos
11.
J Surg Res ; 232: 26-32, 2018 12.
Artigo em Inglês | MEDLINE | ID: mdl-30463727

RESUMO

BACKGROUND: There are various suture techniques used during laparoscopic gastrostomy to secure the stomach to the anterior abdominal wall. However, it remains unclear whether temporary fixation or subcutaneous absorbable sutures predispose pediatric patients to fewer postoperative complications. Our goal was to determine if a particular suture technique resulted in an increased risk for the development of postoperative complications. MATERIALS AND METHODS: A retrospective cohort analysis was performed for patients less than 18 y of age who underwent laparoscopic gastrostomy at a tertiary Children's Hospital between 2012 and 2016. Children were grouped according to suture techniques for laparoscopic gastrostomy placement: temporary sutures or subcutaneous absorbable sutures. Postoperative outcomes at 30 d were defined as major complications (tube dislodgement, unplanned reoperation, readmission) and minor complications (stitch abscess, surgical site infection, emergency department visit). The chi squared test was used to determine if an association existed between the suture techniques and 30 d postoperative complications. RESULTS: We identified 682 pediatric patients who underwent laparoscopic gastrostomy. There were 301 (44%) patients with subcutaneous sutures placed and 381 (56%) with temporary sutures placed. The overall rate of major and minor complications was 8.3% and 22%, respectively. We observed a significant difference in the occurrence of major postoperative complications between the subcutaneous and temporary suture techniques (11% versus 6.3%, P = 0.029). There was no significant difference in the development of minor complications between subcutaneous and temporary suture techniques. CONCLUSIONS: Children who receive subcutaneous sutures during laparoscopic gastrostomy are at an increased risk for developing a major postoperative complication.


Assuntos
Gastrostomia/efeitos adversos , Complicações Pós-Operatórias/epidemiologia , Técnicas de Sutura/efeitos adversos , Criança , Pré-Escolar , Feminino , Humanos , Lactente , Recém-Nascido , Masculino , Estudos Retrospectivos
12.
Breast J ; 24(6): 1055-1061, 2018 11.
Artigo em Inglês | MEDLINE | ID: mdl-30251458

RESUMO

Secretory breast carcinoma (SBC) is a rare form of breast cancer found in both children and adults, and is the most common breast cancer in the pediatric population. Although SBC usually carries a favorable prognosis, there have been reported cases of axillary and distant metastases. Surgery is the primary mode of treatment, however, there exists variability within the literature surrounding the management of SBC. We report a case of an 8-year-old girl who presented with a firm, mobile, palpable breast mass. Ultrasonography was performed, followed by local excision, with surgical pathology concerning for SBC. The patient was definitively treated with mastectomy and sentinel lymph node (SLN) biopsy. She received no adjuvant therapies and 2 years later, remains disease free. Herein, we review the literature, curate data from 89 reported cases of pediatric and adult SBC, and address some of the controversy surrounding its treatment. From this review we conclude that patients with SBC should be reviewed at multidisciplinary treatment planning conference, undergo surgery with mastectomy or lumpectomy with SLN biopsy, and have long-term postoperative follow-up.


Assuntos
Neoplasias da Mama/patologia , Neoplasias da Mama/terapia , Carcinoma/patologia , Carcinoma/terapia , Neoplasias da Mama/diagnóstico , Neoplasias da Mama/cirurgia , Carcinoma/diagnóstico , Carcinoma/cirurgia , Criança , Feminino , Humanos , Ultrassonografia Mamária
13.
Surgery ; 176(1): 24-31, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38616153

RESUMO

BACKGROUND: Currently, surgical site infection surveillance relies on labor-intensive manual chart review. Recently suggested solutions involve machine learning to identify surgical site infections directly from the medical record. Deep learning is a form of machine learning that has historically performed better than traditional methods while being harder to interpret. We propose a deep learning model, a long short-term memory network, for the identification of surgical site infection from the medical record with an attention layer for explainability. METHODS: We retrieved structured data and clinical notes from the University of Utah Health System's electronic health care record for operative events randomly selected for manual chart review from January 2016 to June 2021. Surgical site infection occurring within 30 days of surgery was determined according to the National Surgical Quality Improvement Program definition. We trained the long short-term memory model along with traditional machine learning models for comparison. We calculated several performance metrics from a holdout test set and performed additional analyses to understand the performance of the long short-term memory, including an explainability analysis. RESULTS: Surgical site infection was present in 4.7% of the total 9,185 operative events. The area under the receiver operating characteristic curve and sensitivity of the long short-term memory was higher (area under the receiver operating characteristic curve: 0.954, sensitivity: 0.920) compared to the top traditional model (area under the receiver operating characteristic curve: 0.937, sensitivity: 0.736). The top 5 features of the long short-term memory included 2 procedure codes and 3 laboratory values. CONCLUSION: Surgical site infection surveillance is vital for the reduction of surgical site infection rates. Our explainable long short-term memory achieved a comparable area under the receiver operating characteristic curve and greater sensitivity when compared to traditional machine learning methods. With explainable deep learning, automated surgical site infection surveillance could replace burdensome manual chart review processes.


Assuntos
Infecção da Ferida Cirúrgica , Humanos , Infecção da Ferida Cirúrgica/epidemiologia , Infecção da Ferida Cirúrgica/diagnóstico , Infecção da Ferida Cirúrgica/etiologia , Masculino , Feminino , Registros Eletrônicos de Saúde , Pessoa de Meia-Idade , Aprendizado Profundo , Adulto , Idoso , Aprendizado de Máquina , Memória de Curto Prazo
14.
Surgery ; 173(4): 936-943, 2023 04.
Artigo em Inglês | MEDLINE | ID: mdl-36621446

RESUMO

BACKGROUND: Nonoperative management of acute appendicitis is a safe and effective alternative to appendectomy, though rates of treatment failure and disease recurrence are significant. The purpose of this study was to determine whether COVID-19-positive children with acute appendicitis were more likely to undergo nonoperative management when compared to COVID-19-negative peers and to compare clinical outcomes and healthcare use for these groups. METHODS: A retrospective cohort study of children <18 years with acute appendicitis across 45 US Children's Hospitals during the first 12 months of the COVID-19 pandemic was performed. Operative management was defined as appendectomy or percutaneous drain placement, whereas nonoperative management was defined as admission with antibiotics alone. Multivariable hierarchical logistic regression using an exact matched cohort was used to determine the association between COVID-19 positivity and nonoperative management. The secondary outcomes included intensive care unit admission, mechanical ventilation, length of stay, nonoperative management failure rates, and hospital variation in nonoperative management. RESULTS: Of 17,481 children in the cohort, 581 (3.3%) were positive for COVID-19. The odds of nonoperative management was significantly higher in the COVID-19-positive group (adjusted odds ratio [95% confidence interval]: 13.4 [10.7-16.8], P < .001). Patients positive for COVID-19 had increased odds of intensive care unit admission (adjusted odds ratio [95% confidence interval]: 3.78 [2.01-7.12], P < .001) and longer length of stay (median 2 days vs 1 day, P < .001). Hospital rates of nonoperative management ranged from 0% to 100% for COVID-19-positive patients and 0% to 42% for COVID-19-negative patients. CONCLUSION: Children with concurrent acute appendicitis and COVID-19 positivity are significantly more likely to undergo nonoperative management. Both groups experience infrequent nonoperative management failure rates and rare intensive care unit admissions. Marked hospital variability in nonoperative management practices was demonstrated.


Assuntos
Apendicite , COVID-19 , Humanos , Criança , Estados Unidos , Apendicite/cirurgia , Resultado do Tratamento , Estudos Retrospectivos , Pandemias , COVID-19/complicações , Antibacterianos/uso terapêutico , Apendicectomia , Doença Aguda , Hospitais , Tempo de Internação
15.
AMIA Jt Summits Transl Sci Proc ; 2023: 330-339, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37350879

RESUMO

Recently, hospitals and healthcare providers have made efforts to reduce surgical site infections as they are a major cause of surgical complications, a prominent reason for hospital readmission, and associated with significantly increased healthcare costs. Traditional surveillance methods for SSI rely on manual chart review, which can be laborious and costly. To assist the chart review process, we developed a long short-term memory (LSTM) model using structured electronic health record data to identify SSI. The top LSTM model resulted in an average precision (AP) of 0.570 [95% CI 0.567, 0.573] and area under the receiver operating characteristic curve (AUROC) of 0.905 [95% CI 0.904, 0.906] compared to the top traditional machine learning model, a random forest, which achieved 0.552 [95% CI 0.549, 0.555] AP and 0.899 [95% CI 0.898, 0.900] AUROC. Our LSTM model represents a step toward automated surveillance of SSIs, a critical component of quality improvement mechanisms.

16.
J Trauma Acute Care Surg ; 94(3): 371-378, 2023 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-36472477

RESUMO

BACKGROUND: Differential access to specialty surgical care can drive health care disparities, and interhospital transfer (IHT) is one mechanism through which access barriers can be realized for vulnerable populations. The association between race/ethnicity and IHT for patients presenting with complex emergency general surgery (EGS) disease is understudied. METHODS: Using the 2019 Nationwide Emergency Department Sample, we identified patients 18 years and older with 1 of 13 complex EGS diseases based on International Classification of Diseases, Tenth Revision , diagnosis codes. The primary outcome was IHT. A series of weighted logistic regression models was created to determine the association of race/ethnicity with the primary outcome while controlling for patient and hospital characteristics. RESULTS: Of 387,610 weighted patient encounters from 989 hospitals, 59,395 patients (15.3%) underwent IHT. Compared with non-Hispanic White patients, rates of IHT were significantly lower for non-Hispanic Black (15% vs. 17%; unadjusted odds ratio (uOR) [95% confidence interval (CI)], 0.58 [0.49-0.68]; p < 0.001), Hispanic/Latinx (HL) (9.0% vs. 17%; uOR [95% CI], 0.48 [0.43-0.54]; p < 0.001), Asian/Pacific Islander (Asian/PI) (11% vs. 17%; uOR [95% CI], 0.84 [0.78-0.91]; p < 0.001), and other race/ethnicity (12% vs. 17%; uOR [95% CI], 0.68 [0.57-0.81]; p < 0.001) patients. In multivariable models, the adjusted odds of IHT remained significantly lower for HL (adjusted odds ratio [95% CI], 0.76 [0.72-0.83]; p < 0.001) and Asian/PI patients (adjusted odds ratio [95% CI], 0.73 [0.62-0.86]; p < 0.001) but not for non-Hispanic Black and other race/ethnicity patients ( p > 0.05). CONCLUSION: In a nationally representative sample of emergency departments across the United States, patients of minority race/ethnicity presenting with complex EGS disease were less likely to undergo IHT when compared with non-Hispanic White patients. Disparities persisted for HL and Asian/PI patients when controlling for comorbid conditions, hospital and residential geography, neighborhood socioeconomic status, and insurance; these patients may face unique barriers in accessing surgical care. LEVEL OF EVIDENCE: Prognostic and Epidemiologic; Level III.


Assuntos
Etnicidade , Disparidades em Assistência à Saúde , Transferência de Pacientes , Humanos , População Negra , Disparidades em Assistência à Saúde/etnologia , Grupos Minoritários , Estados Unidos , Cirurgia Geral , Serviço Hospitalar de Emergência
17.
J Pediatr Surg ; 58(9): 1694-1698, 2023 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-36890100

RESUMO

BACKGROUND: The Coronavirus Disease 2019 pandemic provided a natural experiment to study the effect of social distancing on the risk of developing Hirschsprung's Associated Enterocolitis (HAEC). METHODS: Using the Pediatric Health Information System (PHIS), a retrospective cohort study of children (<18 years) with Hirschsprung's Disease (HSCR) across 47 United States children's hospitals was performed. The primary outcome was HAEC admissions per 10,000 patient-days. The exposure (COVID-19) was defined as April 2020-December 2021. The unexposed (historical control) period was April 2018-December 2019. Secondary outcomes included sepsis, bowel perforation, intensive care unit (ICU) admission, mortality, and length of stay. RESULTS: Overall, we included 5707 patients with HSCR during the study period. There were 984 and 834 HAEC admissions during the pre-pandemic and pandemic periods, respectively (2.6 vs. 1.9 HAEC admissions per 10,000 patient-days, incident rate ratio [95% confidence interval]: 0.74 [0.67, 0.81], p < 0.001). Compared to pre-pandemic, those with HAEC during the pandemic were younger (median [IQR]: 566 [162, 1430] days pandemic vs. 746 [259, 1609] days pre-pandemic, p < 0.001) and more likely to live in the lowest quartile of median household income zip codes (24% pandemic vs. 19% pre-pandemic, p = 0.02). There were no significant differences in rates of sepsis (6.1% pandemic vs. 6.1% pre-pandemic, p > 0.9), bowel perforation (1.3% pandemic vs. 1.2% pre-pandemic, p = 0.8), ICU admissions (9.6% pandemic vs. 12% pre-pandemic, p = 0.2), mortality (0.5% pandemic vs. 0.6% pre-pandemic, p = 0.8), or length of stay (median [interquartile range]: 4 [(Pastor et al., 2009; Gosain and Brinkman, 2015) 2,112,11 days pandemic vs. 5 [(Pastor et al., 2009; Tang et al., 2020) 2,102,10 days pre-pandemic, p = 0.4). CONCLUSIONS: The COVID-19 pandemic was associated with significantly decreased incidence of HAEC admissions across US children's hospitals. Possible etiologies such as social distancing should be explored. LEVEL OF EVIDENCE: II.


Assuntos
COVID-19 , Enterocolite , Doença de Hirschsprung , Perfuração Intestinal , Humanos , Criança , Incidência , Estudos Retrospectivos , Perfuração Intestinal/epidemiologia , Pandemias , COVID-19/epidemiologia , Enterocolite/epidemiologia , Enterocolite/etiologia , Doença de Hirschsprung/complicações , Hospitais Pediátricos
18.
J Pediatr Surg ; 57(12): 845-851, 2022 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-35649748

RESUMO

More than twenty years ago, the Accreditation Council for Graduate Medical Education and the American Board of Medical Specialties began the conversion of graduate medical education from a structure- and process-based model to a competency-based framework. The educational outcomes assessment tool, known as the Milestones, was introduced in 2013 for seven specialties and by 2015 for the remaining specialties, including pediatric surgery. Designed to be an iterative process with improvements over time based on feedback and evidence-based literature, the Milestones started the evolution from 1.0 to 2.0 in 2016. The formation of Pediatric Surgery Milestones 2.0 began in 2019 and was finalized in 2021 for implementation in the 2022-2023 academic year. Milestones 2.0 are fewer in number and are stated in more straightforward language. It incorporated the harmonized milestones, subcompetencies for non-patient care and non-medical knowledge that are consistent across all medical and surgical specialties. There is a new Supplemental Guide that lists examples, references and links to other assessment tools and resources for each subcompetency. Milestones 2.0 represents a continuous process of feedback, literature review and revision with goals of improving patient care and maintaining public trust in graduate medical education's ability to self-regulate. LEVEL OF EVIDENCE: V.


Assuntos
Competência Clínica , Internato e Residência , Humanos , Criança , Estados Unidos , Educação de Pós-Graduação em Medicina , Acreditação , Avaliação Educacional
19.
Curr Opin Pediatr ; 23(3): 334-8, 2011 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-21494149

RESUMO

PURPOSE OF REVIEW: Surgical site infection (SSI) is one of the most common complications of surgery in both adults and children. The purpose of the present review is to highlight the progress in the understanding of SSIs and the current role of antimicrobial prophylaxis (AMP). RECENT FINDINGS: An SSI is diagnosed by a constellation of clinical findings occurring within 30 days of surgery. Pathologic organisms responsible for the development of an SSI are mainly limited to Gram-positive bacteria. Two well documented risk factors for the development of SSI in children are wound classification by the Centers for Disease Control (CDC) and procedure duration. Administration of appropriate AMP prior to skin incision has been shown to reduce the incidence of SSI in selected procedures. However, there is a lack of consensus on which procedures in children require AMP. SUMMARY: Improvement in the perioperative care of children has reduced both the incidence and outcomes of SSI. However, several controversies still exist in the use of AMP in children. Future work by pediatricians, pediatric surgeons, and pediatric infectious disease specialists will enable us to better understand the specific indications and appropriate AMP in children.


Assuntos
Antibioticoprofilaxia , Infecção da Ferida Cirúrgica/prevenção & controle , Criança , Humanos , Fatores de Risco , Infecção da Ferida Cirúrgica/epidemiologia , Infecção da Ferida Cirúrgica/microbiologia
20.
JPEN J Parenter Enteral Nutr ; 45(6): 1213-1220, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-32895946

RESUMO

BACKGROUND: The variability of parenteral nutrition (PN) use for pediatric inpatients is currently unknown. In this study, we aim to determine the variability in PN use in US children's hospitals and the association of PN initiation with inpatient PN use. METHODS: We performed a retrospective cohort study of children who received PN during an inpatient encounter in US children's hospitals. Hospitals were divided into tertiles based on their rates of PN use: low (<36.9 of 1000 encounters), medium (36.9-51.8 of 1000 encounters), and high (>51.8 of 1000 encounters). Multivariable regression models were developed to assess the associations between hospital PN use and time to PN initiation, PN duration, and encounter length of stay after adjustment for salient patient characteristics. RESULTS: The cohort included 82,142 patients receiving PN, and rates of hospital PN use ranged from 5.9 to 76.7 patients receiving PN per 1000 inpatient encounters. After multivariable adjustment, patients treated at high-use hospitals had a significantly shorter time to initiation of PN compared with low-use hospitals (incident rate ratio [95% CI]: 0.78 [0.69-0.89]; P < .001). There was no significant association between low- and medium- or high-use hospitals regarding PN duration or hospital length of stay. CONCLUSION: Large variation in PN use exists among US children's hospitals. High-use hospitals are more likely to start PN earlier but do not have longer PN duration or encounter length of stay. This variability makes PN use an ideal target for hospital quality improvement efforts to improve adherence to PN evidence-based guidelines.


Assuntos
Hospitais Pediátricos , Nutrição Parenteral , Criança , Humanos , Pacientes Internados , Nutrição Parenteral Total , Estudos Retrospectivos
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