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1.
PLoS Biol ; 21(3): e3002041, 2023 03.
Artigo em Inglês | MEDLINE | ID: mdl-36947567

RESUMO

Our sense of hearing is mediated by sensory hair cells, precisely arranged and highly specialized cells subdivided into outer hair cells (OHCs) and inner hair cells (IHCs). Light microscopy tools allow for imaging of auditory hair cells along the full length of the cochlea, often yielding more data than feasible to manually analyze. Currently, there are no widely applicable tools for fast, unsupervised, unbiased, and comprehensive image analysis of auditory hair cells that work well either with imaging datasets containing an entire cochlea or smaller sampled regions. Here, we present a highly accurate machine learning-based hair cell analysis toolbox (HCAT) for the comprehensive analysis of whole cochleae (or smaller regions of interest) across light microscopy imaging modalities and species. The HCAT is a software that automates common image analysis tasks such as counting hair cells, classifying them by subtype (IHCs versus OHCs), determining their best frequency based on their location along the cochlea, and generating cochleograms. These automated tools remove a considerable barrier in cochlear image analysis, allowing for faster, unbiased, and more comprehensive data analysis practices. Furthermore, HCAT can serve as a template for deep learning-based detection tasks in other types of biological tissue: With some training data, HCAT's core codebase can be trained to develop a custom deep learning detection model for any object on an image.


Assuntos
Cóclea , Células Ciliadas Vestibulares , Células Ciliadas Auditivas Internas/metabolismo , Células Ciliadas Auditivas Externas/metabolismo , Audição
2.
J Trauma Nurs ; 30(3): 150-157, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37144804

RESUMO

BACKGROUND: The Pediatric Emergency Care Applied Research Network (PECARN) traumatic brain injury algorithm is used to identify children at low risk of clinically significant traumatic brain injuries to reduce computed tomography (CT) exposure. Adapting PECARN rules based on population-specific risk stratification has been suggested to improve diagnostic accuracy. OBJECTIVE: This study sought to identify center-specific patient variables, beyond PECARN rules, that may enhance the identification of patients requiring neuroimaging. METHODS: This single-center, retrospective cohort study was conducted from July 1, 2016, to July 1, 2020, in a Southwestern U.S. Level II pediatric trauma center. The inclusion criteria were adolescents (10-15 years), Glasgow Coma Scale (13-15), with a confirmed mechanical blow to the head. Patients without a head CT were excluded. Logistic regression was performed to identify additional complicated mild traumatic brain injury predictor variables beyond the PECARN. RESULTS: There were 136 patients studied; 21 (15%) presented with a complicated mild traumatic brain injury. Relative to motorcycle collision or all-terrain vehicle trauma (odds ratio [OR] 211.75, 95% confidence interval, CI [4.51, 9931.41], p < .001), an unspecified mechanism (OR 42.0, 95% CI [1.30, 1350.97], p = .03) and consult activation (OR 17.44, 95% CI [1.75, 173.31], p = .01) were significantly associated with complicated mild traumatic brain injury. CONCLUSIONS: We identified additional factors associated with complex mild traumatic brain injury, including motorcycle collision and all-terrain vehicle trauma, unspecified mechanism, and consult activation that are not in the PECARN imaging decision rule. Adding these variables may aid in determining the need for appropriate CT scanning.


Assuntos
Experiências Adversas da Infância , Concussão Encefálica , Lesões Encefálicas Traumáticas , Traumatismos Craniocerebrais , Adolescente , Criança , Humanos , Concussão Encefálica/diagnóstico por imagem , Traumatismos Craniocerebrais/diagnóstico , Técnicas de Apoio para a Decisão , Estudos Retrospectivos , Serviço Hospitalar de Emergência , Lesões Encefálicas Traumáticas/diagnóstico por imagem
3.
Cereb Cortex ; 31(2): 1032-1045, 2021 01 05.
Artigo em Inglês | MEDLINE | ID: mdl-32995843

RESUMO

The myeloarchitecture of the corpus callosum (CC) is characterized as a mosaic of distinct differences in fiber density of small- and large-diameter axons along the anterior-posterior axis; however, regional and age differences across the lifespan are not fully understood. Using multiecho T2 magnetic resonance imaging combined with multi-T2 fitting, the myelin water fraction (MWF) and geometric-mean of the intra-/extracellular water T2 (geomT2IEW) in 395 individuals (7-85 years; 41% males) were examined. The approach was validated where regional patterns along the CC closely resembled the histology; MWF matched mean axon diameter and geomT2IEW mirrored the density of large-caliber axons. Across the lifespan, MWF exhibited a quadratic association with age in all 10 CC regions with evidence of a positive linear MWF-age relationship among younger participants and minimal age differences in the remainder of the lifespan. Regarding geomT2IEW, a significant linear age × region interaction reflected positive linear age dependence mostly prominent in the regions with the highest density of small-caliber fibers-genu and splenium. In all, these two indicators characterize distinct attributes that are consistent with histology, which is a first. In addition, these results conform to rapid developmental progression of CC myelination leveling in middle age as well as age-related degradation of axon sheaths in older adults.


Assuntos
Axônios/fisiologia , Corpo Caloso/diagnóstico por imagem , Corpo Caloso/fisiologia , Longevidade/fisiologia , Bainha de Mielina/fisiologia , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Contagem de Células/métodos , Contagem de Células/tendências , Criança , Corpo Caloso/citologia , Feminino , Seguimentos , Humanos , Estudos Longitudinais , Imageamento por Ressonância Magnética/métodos , Imageamento por Ressonância Magnética/tendências , Masculino , Pessoa de Meia-Idade , Adulto Jovem
4.
J Cancer Educ ; 37(5): 1504-1509, 2022 10.
Artigo em Inglês | MEDLINE | ID: mdl-33728871

RESUMO

The Radiation Oncology Education Collaborative Study Group (ROECSG) is an international collaborative network of radiation oncology (RO) professionals with the goal of improving RO education. This report summarizes the first two ROECSG annual symposia including an overview of presentations and analysis of participant feedback. One-day symposia were held in June 2018 and May 2019. Programs included oral and poster presentations, RO education leadership perspectives, and keynote addresses. Post-symposia surveys were collected. Research presentations were recorded and made available online. The 2018 symposium was had 36 attendees from 25 institutions in three countries. The 2019 symposium had 76 individuals from 41 institutions in five countries. Attendees represented diverse backgrounds including attending physicians (46%), residents (13%), medical students (14%), physicists (2%), nurses (1%), and program coordinators (1%). Fifty-five oral presentations were given with 53 released online. Ninety percent of attendees rated the symposium as improving their knowledge of RO educational scholarship, 98% felt the symposium provided the opportunity to receive feedback on RO education scholarship, and 99% felt that the symposium fostered the development of collaborative RO education projects. ROECSG was rated higher than professional organizations in fostering educational scholarship (p<0.001). All attendees felt that the symposium produced new RO education scholarship ideas and provided unique networking opportunities. The first two ROECSG symposia drew a diverse population of attendees and provided unique opportunities for presentation of RO education scholarship. Future ROECSG symposia will be designed to enhance opportunities to present RO education scholarship and to facilitate networking.


Assuntos
Educação em Enfermagem , Radioterapia (Especialidade) , Estudantes de Medicina , Retroalimentação , Humanos , Radioterapia (Especialidade)/educação , Inquéritos e Questionários
5.
Support Care Cancer ; 29(11): 6201-6209, 2021 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-33822240

RESUMO

PURPOSE: Literature supporting the efficacy of complementary and integrative medicine (CIM) alongside radiotherapy is fragmented with varying outcomes and levels of evidence. This review summarizes the available evidence on CIM used with radiotherapy in order to inform clinicians. METHODS: A systematic literature review identified studies on the use of CIM during radiotherapy. Inclusion required the following criteria: the study was interventional, CIM therapy was for human patients with cancer, and CIM therapy was administered concurrently with radiotherapy. Data points of interest were collected from included studies. A subset was identified as high-quality using the Jadad scale. Fisher's exact test was used to assess the association between study results, outcome measured, and type of CIM. RESULTS: Overall, 163 articles met inclusion. Of these, 68 (41.7%) were considered high-quality trials. Articles published per year increased over time (p < 0.01). Frequently identified therapies were biologically based therapies (47.9%), mind-body therapies (23.3%), and alternative medical systems (13.5%). Within the subset of high-quality trials, 60.0% of studies reported a favorable change with CIM while 40.0% reported no change. No studies reported an unfavorable change. Commonly assessed outcome types were patient-reported (41.1%) and provider-reported (21.5%). Rate of favorable change did not differ based on type of CIM (p = 0.90) or outcome measured (p = 0.24). CONCLUSIONS: Concurrent CIM may reduce radiotherapy-induced toxicities and improve quality of life, suggesting that physicians should discuss CIM with patients receiving radiotherapy. This review provides a broad overview of investigations on CIM use during radiotherapy and can inform how radiation oncologists advise their patients about CIM.


Assuntos
Terapias Complementares , Medicina Integrativa , Humanos , Manejo da Dor , Qualidade de Vida , Autocuidado
6.
J Thromb Thrombolysis ; 51(1): 12-16, 2021 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-32564180

RESUMO

External validation is a prerequisite in order for a prediction model to be introduced into clinical practice. Nonetheless, methodologically intact external validation studies are a scarce finding. Utilization of big datasets can help overcome several causes of methodological failure. However, transparent reporting is needed to standardize the methods, assess the risk of bias and synthesize multiple validation studies in order to infer model generalizability. We describe the methodological challenges faced when using multiple big datasets to perform the first retrospective external validation study of the Prospective Comparison of Methods for thromboembolic risk assessment with clinical Perceptions and AwareneSS in real life patients-Cancer Associated Thrombosis (COMPASS-CAT) Risk Assessment Model for predicting venous thromboembolism in patients with cancer. The challenges included choosing the starting point, defining time sensitive variables that serve both as risk factors and outcome variables and using non-research oriented databases to form validated definitions from administrative codes. We also present the structured plan we used so as to overcome those obstacles and reduce bias with the target of producing an external validation study that successfully complies with prediction model reporting guidelines.


Assuntos
Big Data , Neoplasias/complicações , Medição de Risco/métodos , Trombose/etiologia , Bases de Dados Factuais , Humanos , Estudos Retrospectivos , Fatores de Risco , Tromboembolia/etiologia
7.
Oncologist ; 25(7): e1083-e1090, 2020 07.
Artigo em Inglês | MEDLINE | ID: mdl-32017293

RESUMO

BACKGROUND: Current risk assessment models (RAMs) for prediction of venous thromboembolism (VTE) risk in the outpatient cancer population have shown poor predictive value in many of the most common cancers. The Comparison of Methods for Thromboembolic Risk Assessment with Clinical Perceptions and AwareneSS in Real Life Patients-Cancer Associated Thrombosis (COMPASS-CAT) RAM was derived in this patient population and predicted patients at high risk for VTE even after initiation of chemotherapy. We sought to externally validate this RAM. MATERIALS AND METHODS: Patients aged ≥18 years who presented to a tertiary care center between January 1, 2014, and December 31, 2016, with invasive breast, ovarian, lung, or colorectal cancers were included. The COMPASS-CAT RAM was applied using our health system's tumor registry and variables that were identified by International Statistical Classification of Diseases and Related Health Problems-9 and -10 codes of the electronic health record and independent chart review. The primary endpoint at 6-month study follow-up was documented VTE. RESULTS: A total of 3,814 patients were included. Documented VTE at 6-month follow-up occurred in 5.85% of patients. Patients stratified into low/intermediate- and high-risk groups had VTE rates of 2.27% and 6.31%, respectively. The sensitivity, specificity, and negative and positive predictive value of the RAM were 95%, 12%, 97.73%, and 6.31%, respectively. Diagnostic accuracy via receiver operating characteristic curve was calculated at 0.62 of the area under the curve. CONCLUSION: In this large retrospective external validation study of the COMPASS-CAT RAM for VTE in patients with cancer undergoing active treatment, model discrimination was moderate and calibration was poor. The model had good negative predictive value. Further prospective validation studies-especially within 6 months of cancer diagnosis-are needed before the model can be implemented into routine clinical practice for primary thromboprophylaxis of high-VTE-risk patients with cancer with solid tumors. IMPLICATIONS FOR PRACTICE: This study provides further guidance for researchers and clinicians in determining clinical and laboratory risk factors associated with development of venous thromboembolism among the ambulatory population of patients being treated for lung, breast, colorectal, or ovarian cancer. It validates the COMPASS-CAT risk model that was developed in this cancer population and suggests that further prospective validation of the model, with more focus on patients within 6 months of their index cancer diagnosis, would likely enhance the accuracy and usefulness of this model as a clinical prediction tool.


Assuntos
Neoplasias , Tromboembolia Venosa , Adolescente , Adulto , Anticoagulantes , Humanos , Neoplasias/complicações , Neoplasias/epidemiologia , Pacientes Ambulatoriais , Estudos Retrospectivos , Medição de Risco , Fatores de Risco , Tromboembolia Venosa/epidemiologia , Tromboembolia Venosa/etiologia
8.
J Surg Res ; 252: 133-138, 2020 08.
Artigo em Inglês | MEDLINE | ID: mdl-32278967

RESUMO

BACKGROUND: Controversy exists over the timing of cholecystectomy for biliary pancreatitis in children. Some surgeons await normalization of serum lipase levels while others are guided by resolution of abdominal pain; however, there are minimal data to support either practice. We hypothesized that resolution of abdominal pain is equivalent in outcome to awaiting normalization of lipase levels in patients undergoing cholecystectomy for biliary pancreatitis. METHODS: After institutional review board (IRB) approval, the medical record was retrospectively queried for all cases of cholecystectomy for biliary pancreatitis at our institution from 2007 to 2017. Patients undergoing chemotherapy, admitted for another cause, or who had severe underlying comorbidities like ventilator dependence were excluded. Patients were stratified into two cohorts: those managed preoperatively by normalization of serum lipase levels versus resolution of abdominal pain. Demographics, serum lipase levels, postoperative complications, cost of stay, readmissions, and return to the emergency department were collected and analyzed using multivariate regression. RESULTS: Seventy-four patients met inclusion: 29 patients had lipase levels trended until normalization compared with 45 patients who had resolution of abdominal pain prior to cholecystectomy. Among the two cohorts there was no statistical difference in age, gender, race, ethnicity, or type of preoperative imaging used. Trended patients were found to have more serum lipase levels tested (8.5 ± 6.2 versus 3.4 ± 2.5, P < 0.0001). The trended lipase cohort was significantly more likely to require preoperative total parenteral nutrition (48% versus 11%, P = 0.007) and consequently a longer time before resuming a diet (10 ± 7.3 versus 4.6 ± 2.4 d, P < 0.0001). When comparing the two groups, we found no significant difference in the duration of surgery, postoperative complications, or readmissions. Lipase trended patients had a significantly longer length of stay compared with nontrended patients (11.5 ± 8.1 versus 4.2 ± 2.3 d, P < 0.0001) and had a higher total cost of stay ($38,094 ± 25,910 versus $20,205 ± 5918, P = 0.0007). CONCLUSIONS: Our data suggest that in children with biliary pancreatitis, proceeding with cholecystectomy after resolution of abdominal pain is equivalent in outcomes to trending serum lipase levels but is more cost-effective with a decreased length of stay and decreased need for preoperative total parenteral nutrition.


Assuntos
Dor Abdominal/diagnóstico , Colecistectomia Laparoscópica/normas , Cálculos Biliares/complicações , Lipase/sangue , Pancreatite/cirurgia , Tempo para o Tratamento/normas , Dor Abdominal/economia , Dor Abdominal/etiologia , Dor Abdominal/terapia , Adolescente , Criança , Colecistectomia Laparoscópica/efeitos adversos , Colecistectomia Laparoscópica/economia , Colecistectomia Laparoscópica/estatística & dados numéricos , Tomada de Decisão Clínica/métodos , Análise Custo-Benefício/estatística & dados numéricos , Feminino , Cálculos Biliares/sangue , Cálculos Biliares/economia , Cálculos Biliares/terapia , Humanos , Tempo de Internação/economia , Tempo de Internação/estatística & dados numéricos , Masculino , Duração da Cirurgia , Medição da Dor , Pancreatite/sangue , Pancreatite/economia , Pancreatite/etiologia , Nutrição Parenteral Total/estatística & dados numéricos , Readmissão do Paciente/estatística & dados numéricos , Complicações Pós-Operatórias/economia , Complicações Pós-Operatórias/epidemiologia , Complicações Pós-Operatórias/etiologia , Guias de Prática Clínica como Assunto , Cuidados Pré-Operatórios/economia , Cuidados Pré-Operatórios/estatística & dados numéricos , Estudos Retrospectivos , Fatores de Tempo , Tempo para o Tratamento/economia , Tempo para o Tratamento/estatística & dados numéricos , Resultado do Tratamento
9.
Support Care Cancer ; 28(12): 5871-5879, 2020 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-32266567

RESUMO

PURPOSE: The aim of this study was to assess the efficacy and safety of Dentoxol mouthrinse in reducing the severity of oral mucositis (OM) secondary to radiation therapy (RT) for head and neck cancer. METHODS: A randomized, double-blind, placebo-controlled, multicenter phase II clinical trial was conducted. Subjects were asked to use Dentoxol (n = 55) or control (n = 53) mouthrinse 5 times/day during RT. Twice a week, OM was assessed clinically using the WHO scale and the Oral Mucositis Daily Questionnaire (OMDQ) was completed. RESULTS: The incidence of severe OM was 40.7% in the Dentoxol group and 51% in the control group (p = 0.265). Comparing all recorded clinical assessments, severe OM was seen in 13.3% of all assessments in the Dentoxol group vs. 21.8% in the control group (p = 0.000). There was a statistically significant lower proportion of assessments showing severe OM in the Dentoxol group at weeks 4, 5, and 6 of RT. The mean duration of severe OM was 11.95 days in the Dentoxol group vs. 14.59 days in the control group (p = 0.502). There was no difference between groups in mouth pain and its impact on function. The use of Dentoxol was safe and was not linked to any serious adverse events. CONCLUSION: The use of Dentoxol 5 times/day is safe and resulted in significantly fewer time-points with severe OM and a delay in the onset of severe OM, compared with a control rinse. A phase III clinical trial is warranted to confirm efficacy and address the limitations of this study.


Assuntos
Neoplasias de Cabeça e Pescoço/radioterapia , Lesões por Radiação/prevenção & controle , Estomatite/prevenção & controle , Adulto , Idoso , Método Duplo-Cego , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Antissépticos Bucais/efeitos adversos , Antissépticos Bucais/uso terapêutico , Dor/tratamento farmacológico , Lesões por Radiação/tratamento farmacológico , Estomatite/etiologia
10.
Childs Nerv Syst ; 36(4): 755-766, 2020 04.
Artigo em Inglês | MEDLINE | ID: mdl-31773238

RESUMO

PURPOSE: Analyze the clinical presentation, microbiology, outcomes, and medical and surgical treatment strategies of intracranial extension of sinogenic infection in pediatric patients. METHODS: A retrospective, single-center study of patients < 18 years of age, presenting with intracranial extension of bacterial sinogenic infections requiring surgical intervention over a 5-year period, was conducted. Electronic medical records were reviewed for age, sex, primary symptoms, duration of symptoms, presence of sinusitis at initial presentation, microorganisms isolated, mode of surgery, timing of surgery, length of stay, and neurologic sequelae. RESULTS: Seventeen patients were identified; mean age was 10 years with 82.3% male predominance. Average duration of illness prior to presentation was 9.8 days, with 64.7% of patients displaying disease progression while on oral antibiotics prior to presentation. Sinusitis and intracranial extension were present in all patients upon admission. Simultaneous endoscopic endonasal drainage and craniotomy were performed on 70.5% of the patients, with the remaining 29.5% undergoing endonasal drainage only. Of the patients who underwent simultaneous endoscopic endonasal drainage and craniotomy, 17.6% required repeat craniotomy and 5.8% required repeat sinus surgery. The most commonly isolated organisms were S. intermedius (52.9%), S. anginosus (23.5%), and S. pyogenes (17.6%). All patients were treated postoperatively antibiotic on average 4-6 weeks. Frequently occurring long-lasting complications included seizures (29.4%) and focal motor deficits (17.6%); learning disability, anxiety disorders, impaired cognition, and sensory deficits occurred less frequently. CONCLUSION: In the case of intracranial extension of bacterial sinogenic infection, early identification and surgical treatment are crucial to avoid neurological sequelae.


Assuntos
Sinusite , Antibacterianos/uso terapêutico , Criança , Craniotomia , Drenagem , Endoscopia , Feminino , Humanos , Masculino , Estudos Retrospectivos
11.
J Appl Clin Med Phys ; 21(8): 15-26, 2020 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-32459059

RESUMO

PURPOSE/OBJECTIVES: Three-dimensional (3D) printing is recognized as an effective clinical and educational tool in procedurally intensive specialties. However, it has a nascent role in radiation oncology. The goal of this investigation is to clarify the extent to which 3D printing applications are currently being used in radiation oncology through a systematic review of the literature. MATERIALS/METHODS: A search protocol was defined according to preferred reporting items for systematic reviews and meta-analyses (PRISMA) guidelines. Included articles were evaluated using parameters of interest including: year and country of publication, experimental design, sample size for clinical studies, radiation oncology topic, reported outcomes, and implementation barriers or safety concerns. RESULTS: One hundred and three publications from 2012 to 2019 met inclusion criteria. The most commonly described 3D printing applications included quality assurance phantoms (26%), brachytherapy applicators (20%), bolus (17%), preclinical animal irradiation (10%), compensators (7%), and immobilization devices (5%). Most studies were preclinical feasibility studies (63%), with few clinical investigations such as case reports or series (13%) or cohort studies (11%). The most common applications evaluated within clinical settings included brachytherapy applicators (44%) and bolus (28%). Sample sizes for clinical investigations were small (median 10, range 1-42). A minority of articles described basic or translational research (11%) and workflow or cost evaluation studies (3%). The number of articles increased over time (P < 0.0001). While outcomes were heterogeneous, most studies reported successful implementation of accurate and cost-effective 3D printing methods. CONCLUSIONS: Three-dimensional printing is rapidly growing in radiation oncology and has been implemented effectively in a diverse array of applications. Although the number of 3D printing publications has steadily risen, the majority of current reports are preclinical in nature and the few clinical studies that do exist report on small sample sizes. Further dissemination of ongoing investigations describing the clinical application of developed 3D printing technologies in larger cohorts is warranted.


Assuntos
Braquiterapia , Radioterapia (Especialidade) , Animais , Imagens de Fantasmas , Impressão Tridimensional
12.
Child Psychiatry Hum Dev ; 51(6): 888-899, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-32030629

RESUMO

The study assessed the ability of the Obsessive-Compulsive Inventory-Child Version (OCI-CV) to detect pediatric obsessive-compulsive disorder (OCD) using receiver operating characteristic analyses. The sample consisted of 114 cases with current OCD, 340 cases with other psychiatric disorders (OPD), and 301 healthy controls (HC) ages 7 to 18 years. All 755 participants were assessed with two semi-structured interviews and seven rating scales. In a comparison of current OCD cases and all other participants, the optimal OCI-CV cut-score was 11 with an area under the curve (AUC) of .88. In a comparison of current OCD cases and OPD cases, the optimal OCI-CV cut-score was 11 with an AUC of .82. In a comparison of current OCD cases and HC, the optimal OCI-CV cut-score was 10 with an AUC of .94. The results indicate that the OCI-CV provides an effective screen for pediatric OCD using empirically derived cut-scores.


Assuntos
Programas de Rastreamento/estatística & dados numéricos , Transtorno Obsessivo-Compulsivo/diagnóstico , Inventário de Personalidade/estatística & dados numéricos , Adolescente , Criança , Diagnóstico Diferencial , Feminino , Humanos , Masculino , Transtornos Mentais/diagnóstico , Transtornos Mentais/psicologia , Transtorno Obsessivo-Compulsivo/psicologia , Psicometria/estatística & dados numéricos , Curva ROC , Reprodutibilidade dos Testes
13.
Hum Brain Mapp ; 40(5): 1458-1469, 2019 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-30536968

RESUMO

Functional connectivity (FC) analysis of fMRI data typically rests on prior identification of network nodes from activation profiles. We compared Activation Likelihood Estimate (ALE) and the Experimentally Derived Estimate (EDE) approaches to network node identification and functional inference for both verbal and visual forms of working memory. ALE arrives at canonical activation maxima that are assumed to reliably represent peaks of brain activity underlying a psychological process (e.g., working memory). By comparison, EDEs of activation maxima are typically derived from individual participant data, and are thus sensitive to individual participant activation profiles. Here, nodes were localized by both ALE and EDE methods for each participant, and subsequently extracted time series were compared using connectivity analysis. Two sets of significance tests were performed: (1) correlations computed between nodal time series of each method were compared, and (2) correlations computed between network edges (functional connections) of each network node pair were compared. Large proportions of edge correlations significantly differed between methods. ALE effectively summarizes working memory network node locations across studies and subjects, but the sensitivity to individual functional loci suggest that EDE methods provide individualized estimates of network connectivity. We suggest that a hybrid method incorporating both ALE and EDE is optimal for network inference.


Assuntos
Mapeamento Encefálico/métodos , Rede Nervosa/fisiologia , Adolescente , Conectoma/métodos , Feminino , Humanos , Processamento de Imagem Assistida por Computador , Individualidade , Funções Verossimilhança , Imageamento por Ressonância Magnética , Masculino , Memória de Curto Prazo , Rede Nervosa/diagnóstico por imagem , Aprendizagem Verbal , Percepção Visual/fisiologia , Adulto Jovem
14.
J Surg Res ; 240: 70-79, 2019 08.
Artigo em Inglês | MEDLINE | ID: mdl-30909067

RESUMO

BACKGROUND: Management of perforated appendicitis in children remains controversial. Nonoperative (NO) and immediate operative (IO) strategies are used with varying outcomes. We hypothesized that IO intervention for patients with perforated appendicitis would be more cost-effective than NO management. METHODS: A retrospective chart review of all patients with appendicitis from 2012 to 2015 was performed. Patients with perforated appendicitis were defined by evidence of perforation on imaging. We excluded patients who presented with sepsis, organ failure, and ventriculoperitoneal shunts. NO management was determined by surgeon preference. Univariate and multivariate analyses were performed. RESULTS: IO was performed on 145 patients with perforated appendicitis, whereas 83 were treated with NO management. Compared to IO patients, NO patients incurred higher overall costs, greater length of stay, more readmissions, complications, peripherally inserted central venous catheter lines, interventional radiology drains, and unplanned clinic and emergency department visits (P < 0.0001 for all). Multivariate analysis adjusting for age, days of symptoms, admission C-reactive protein and white blood cell count revealed that NO management was independently associated with increased costs (OR 1.35, 1.12-1.62, 95% CI). Cost curves demonstrated that total cost for IO surpasses that of NO management when patients present with greater than 6.3 d of symptoms (P = 0.01). CONCLUSIONS: Our data suggest that IO is more cost-effective than NO management for patients with perforated appendicitis who present with less than 6.3 d of symptoms, after which point, NO management is more cost-effective. LEVEL OF EVIDENCE: IV.


Assuntos
Antibacterianos/uso terapêutico , Apendicectomia/métodos , Apendicite/terapia , Análise Custo-Benefício , Perfuração Intestinal/terapia , Adolescente , Antibacterianos/economia , Apendicectomia/economia , Apendicectomia/estatística & dados numéricos , Apendicite/complicações , Apendicite/economia , Criança , Pré-Escolar , Drenagem/economia , Drenagem/estatística & dados numéricos , Feminino , Humanos , Lactente , Perfuração Intestinal/economia , Perfuração Intestinal/etiologia , Tempo de Internação/estatística & dados numéricos , Masculino , Estudos Retrospectivos , Fatores de Tempo , Tempo para o Tratamento
15.
Pediatr Crit Care Med ; 20(9): 847-887, 2019 09.
Artigo em Inglês | MEDLINE | ID: mdl-31483379

RESUMO

OBJECTIVES: To update the American Academy of Pediatrics and Society of Critical Care Medicine's 2004 Guidelines and levels of care for PICU. DESIGN: A task force was appointed by the American College of Critical Care Medicine to follow a standardized and systematic review of the literature using an evidence-based approach. The 2004 Admission, Discharge and Triage Guidelines served as the starting point, and searches in Medline (Ovid), Embase (Ovid), and PubMed resulted in 329 articles published from 2004 to 2016. Only 21 pediatric studies evaluating outcomes related to pediatric level of care, specialized PICU, patient volume, or personnel. Of these, 13 studies were large retrospective registry data analyses, six small single-center studies, and two multicenter survey analyses. Limited high-quality evidence was found, and therefore, a modified Delphi process was used. Liaisons from the American Academy of Pediatrics were included in the panel representing critical care, surgical, and hospital medicine expertise for the development of this practice guidance. The title was amended to "practice statement" and "guidance" because Grading of Recommendations, Assessment, Development, and Evaluation methodology was not possible in this administrative work and to align with requirements put forth by the American Academy of Pediatrics. METHODS: The panel consisted of two groups: a voting group and a writing group. The panel used an iterative collaborative approach to formulate statements on the basis of the literature review and common practice of the pediatric critical care bedside experts and administrators on the task force. Statements were then formulated and presented via an online anonymous voting tool to a voting group using a three-cycle interactive forecasting Delphi method. With each cycle of voting, statements were refined on the basis of votes received and on comments. Voting was conducted between the months of January 2017 and March 2017. The consensus was deemed achieved once 80% or higher scores from the voting group were recorded on any given statement or where there was consensus upon review of comments provided by voters. The Voting Panel was required to vote in all three forecasting events for the final evaluation of the data and inclusion in this work. The writing panel developed admission recommendations by level of care on the basis of voting results. RESULTS: The panel voted on 30 statements, five of which were multicomponent statements addressing characteristics specific to PICU level of care including team structure, technology, education and training, academic pursuits, and indications for transfer to tertiary or quaternary PICU. Of the remaining 25 statements, 17 reached consensus cutoff score. Following a review of the Delphi results and consensus, the recommendations were written. CONCLUSIONS: This practice statement and level of care guidance manuscript addresses important specifications for each PICU level of care, including the team structure and resources, technology and equipment, education and training, quality metrics, admission and discharge criteria, and indications for transfer to a higher level of care. The sparse high-quality evidence led the panel to use a modified Delphi process to seek expert opinion to develop consensus-based recommendations where gaps in the evidence exist. Despite this limitation, the members of the Task Force believe that these recommendations will provide guidance to practitioners in making informed decisions regarding pediatric admission or transfer to the appropriate level of care to achieve best outcomes.


Assuntos
Cuidados Críticos/organização & administração , Unidades de Terapia Intensiva Pediátrica/organização & administração , Admissão do Paciente/normas , Alta do Paciente/normas , Triagem/normas , Cuidados Críticos/normas , Técnica Delphi , Humanos , Capacitação em Serviço/organização & administração , Unidades de Terapia Intensiva Pediátrica/normas , Equipe de Assistência ao Paciente/organização & administração , Transferência de Pacientes/normas , Guias de Prática Clínica como Assunto , Estudos Retrospectivos
16.
J Surg Res ; 229: 351-356, 2018 09.
Artigo em Inglês | MEDLINE | ID: mdl-29937013

RESUMO

BACKGROUND: With the advent of minimally invasive techniques, laparoscopic Ladd's procedure is increasingly used to treat children with malrotation, yet evidence regarding its safety and efficacy is lacking. We hypothesize that operative and postoperative outcomes with the open technique are superior to the laparoscopic Ladd's procedure. METHODS: We conducted a 5-y retrospective chart review of all patients who underwent Ladd's procedure at our institution from 2010-2015. Exclusion of patients included those with concomitant conditions, such as poor gut perfusion, significant reflux, tracheoesophageal fistula, failure to thrive requiring concomitant gastrostomy, and biliary atresia. Kruskal-Wallis and Mann-Whitney tests were used where appropriate. RESULTS: Between 2010 and 2015, of 130 patients who underwent Ladd's procedure, 77 met inclusion criteria. Sixty-two patients underwent initial open surgery, 15 patients underwent laparoscopy, seven of which were converted to open. Patients undergoing open surgery were younger compared to the laparoscopic groups. Thirty-three of the 77 malrotation patients (43%) presented with volvulus, 27 underwent open surgery, four had laparoscopic converted to open procedures, and two patients underwent laparoscopic Ladd's without incident. Laparoscopy resulted in increased operative time and clinic visits. Patients undergoing laparoscopic to open surgery had longer operative times, time to resume diet, and length of hospital stay. No difference was noted in complications among the groups. CONCLUSIONS: Although minimally invasive approaches are becoming increasingly used, no evidence supports laparoscopic superiority over open Ladd's procedure. We found that open surgery was associated with shorter operating times and fewer clinic visits. Furthermore, laparotomy remains the favored procedure for patients presenting with volvulus.


Assuntos
Conversão para Cirurgia Aberta/estatística & dados numéricos , Obstrução Intestinal/cirurgia , Volvo Intestinal/cirurgia , Laparoscopia/efeitos adversos , Complicações Pós-Operatórias/epidemiologia , Adolescente , Criança , Pré-Escolar , Humanos , Incidência , Lactente , Recém-Nascido , Obstrução Intestinal/etiologia , Volvo Intestinal/complicações , Intestinos/anormalidades , Intestinos/cirurgia , Laparoscopia/métodos , Tempo de Internação/estatística & dados numéricos , Duração da Cirurgia , Complicações Pós-Operatórias/etiologia , Estudos Retrospectivos , Fatores de Tempo , Resultado do Tratamento
17.
Brain Topogr ; 31(6): 985-1000, 2018 11.
Artigo em Inglês | MEDLINE | ID: mdl-30032347

RESUMO

We investigated the flexible modulation of undirected functional connectivity (uFC) of brain pathways during simple uni-manual responding. Two questions were central to our interests: (1) does response hand (dominant vs. non-dominant) differentially modulate connectivity and (2) are these effects related to responding under varying motor sets. fMRI data were acquired in twenty right-handed volunteers who responded with their right (dominant) or left (non-dominant) hand (blocked across acquisitions). Within acquisitions, the task oscillated between periodic responses (promoting the emergence of motor sets) or randomly induced responses (disrupting the emergence of motor sets). Conjunction analyses revealed eight shared nodes across response hand and condition, time series from which were analyzed. For right hand responses connectivity of the M1 ←→ Thalamus and SMA ←→ Parietal pathways was more significantly modulated during periodic responding. By comparison, for left hand responses, connectivity between five network pairs (including M1 and SMA, insula, basal ganglia, premotor cortex, parietal cortex, thalamus) was more significantly modulated during random responding. uFC analyses were complemented by directed FC based on multivariate autoregressive models of times series from the nodes. These results were complementary and highlighted significant modulation of dFC for SMA → Thalamus, SMA → M1, basal ganglia → Insula and basal ganglia → Thalamus. The results demonstrate complex effects of motor organization and task demand and response hand on different connectivity classes of fMRI data. The brain's sub-networks are flexibly modulated by factors related to motor organization and/or task demand, and our results have implications for assessment of medical conditions associated with motor dysfunction.


Assuntos
Encéfalo/fisiologia , Mãos , Atividade Motora/fisiologia , Adolescente , Gânglios da Base/fisiologia , Mapeamento Encefálico/métodos , Feminino , Neuroimagem Funcional , Humanos , Imageamento por Ressonância Magnética/métodos , Masculino , Córtex Motor/fisiologia , Vias Neurais/fisiologia , Lobo Parietal/fisiologia , Tálamo/fisiologia , Adulto Jovem
18.
J Ment Health ; 26(2): 142-149, 2017 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-27452763

RESUMO

BACKGROUND: Despite the potential impact of shared decision making on users satisfaction with care and quality in health care decisions, there is a lack of knowledge and skills regarding how to work with shared decision making among health care providers. AIM: The aim of this study was to evaluate the psychometric properties of three instruments that measure varied dimensions of shared decision making, based on self-reports by clients, in a Swedish community mental health context. METHOD: The study sample consisted of 121 clients with experience of community mental health care, and involved in a wide range of decisions regarding both social support and treatment. The questionnaires were examined for face and content validity, internal consistency, test-retest reliability and construct validity. RESULTS: The instruments displayed good face and content validity, satisfactory internal consistency and a moderate to good level of stability in test-retest reliability with fair to moderate construct correlations, in a sample of clients with serious mental illness and experience of community mental health services in Sweden. CONCLUSIONS: The questionnaires are considered to be relevant to the decision making process, user-friendly and appropriate in a Swedish community mental health care context. They functioned well in settings where non-medical decisions, regarding social and support services, are the primary focus. The use of instruments that measure various dimensions of the self-reported experience of clients, can be a key factor in developing knowledge of how best to implement shared decision making in mental health services.


Assuntos
Serviços Comunitários de Saúde Mental/métodos , Tomada de Decisões , Participação do Paciente , Autorrelato , Adulto , Idoso , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Psicometria , Reprodutibilidade dos Testes , Suécia , Adulto Jovem
19.
J Neurophysiol ; 116(2): 252-62, 2016 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-27098025

RESUMO

Neurophysiology requires an extensive workflow of information analysis routines, which often includes incompatible proprietary software, introducing limitations based on financial costs, transfer of data between platforms, and the ability to share. An ecosystem of free open-source software exists to fill these gaps, including thousands of analysis and plotting packages written in Python and R, which can be implemented in a sharable and reproducible format, such as the Jupyter electronic notebook. This tool chain can largely replace current routines by importing data, producing analyses, and generating publication-quality graphics. An electronic notebook like Jupyter allows these analyses, along with documentation of procedures, to display locally or remotely in an internet browser, which can be saved as an HTML, PDF, or other file format for sharing with team members and the scientific community. The present report illustrates these methods using data from electrophysiological recordings of the musk shrew vagus-a model system to investigate gut-brain communication, for example, in cancer chemotherapy-induced emesis. We show methods for spike sorting (including statistical validation), spike train analysis, and analysis of compound action potentials in notebooks. Raw data and code are available from notebooks in data supplements or from an executable online version, which replicates all analyses without installing software-an implementation of reproducible research. This demonstrates the promise of combining disparate analyses into one platform, along with the ease of sharing this work. In an age of diverse, high-throughput computational workflows, this methodology can increase efficiency, transparency, and the collaborative potential of neurophysiological research.


Assuntos
Vias Aferentes/fisiologia , Encéfalo/fisiologia , Disseminação de Informação/métodos , Neurofisiologia , Software , Estômago/inervação , Animais , Pressão Sanguínea/fisiologia , Comportamento Cooperativo , Estimulação Elétrica , Masculino , Musaranhos , Nervo Vago/fisiologia , Fluxo de Trabalho
20.
Pediatr Emerg Care ; 31(5): 339-42, 2015 May.
Artigo em Inglês | MEDLINE | ID: mdl-25875993

RESUMO

OBJECTIVE: Effective physician-patient communication is critical to the clinical decision-making process. We studied parental recall of information provided during an informed consent discussion process before performance of emergency medical procedures in a pediatric emergency department of an inner-city hospital with a large bilingual population. METHODS: Fifty-five parent/child dyads undergoing emergency medical procedures were surveyed prospectively in English/Spanish postprocedure for recall of informed consent information. Exact logistic regression was used to predict the ability to name a risk, benefit, and alternative to the procedure based on a parent's language, education, and acculturation. RESULTS: Among English-speaking parents, there tended to be higher proportions that could name a risk, benefit, or alternative. Our regression models showed overall that the parents with more than a high school education tended to have nearly 5 times higher odds of being able to name a risk. CONCLUSIONS: A gap in communication may exist between physicians and patients (or parents of patients) during the consent-taking process, and this gap may be impacted by socio-demographic factors such as language and education level.


Assuntos
Comunicação , Relações Médico-Paciente , Relações Profissional-Família , Adolescente , Adulto , Criança , Pré-Escolar , Barreiras de Comunicação , Termos de Consentimento , Serviço Hospitalar de Emergência , Feminino , Letramento em Saúde/tendências , Hispânico ou Latino/estatística & dados numéricos , Humanos , Lactente , Recém-Nascido , Modelos Logísticos , Masculino , Cadeias de Markov , Rememoração Mental , Pessoa de Meia-Idade , Razão de Chances , Pais , Estudos Prospectivos , Fatores Socioeconômicos , Adulto Jovem
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