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1.
Contrast Media Mol Imaging ; 2021: 4997329, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34629992

RESUMO

Objective: The study aimed to explore the application value of picture archiving and communication system (PCAS) of MRI images based on radial basis function (RBF) neural network algorithm combined with the radiology information system (RIS). Methods: 551 patients who required MRI examination in a hospital from May 2016 to May 2021 were selected as research subjects. Patients were divided into two groups according to their own wishes. Those who were willing to use the RBF neural network algorithm-based PCAS of MRI images combined with RIS were set as the combined group, involving a total of 278 cases; those who were unwilling were set as the regular group, involving a total of 273 cases. The RBF neural network algorithm-based PCAS of MRI images combined with RIS was trained and tested for classification performance and then used for comparison analysis. Result: The actual output (0.031259-0.038515) of all test samples was almost the same as the target output (0.000000) (P > 0.05). In the first 50,000 learnings, the iteration error of the RBF neural network dropped rapidly and finally stabilized at 0.038. The classification accuracy of the RBF neural network algorithm-based PCAS of MRI images combined with RIS for the head was 94.28%, that of abdomen was 97.22%, and it was 93.10% for knee joint, showing no statistically significant differences (P > 0.05), and the total classification accuracy was as high as 95%. The time spent in the examination in the combined group was about 2 hours, and that in the regular group was about 4 hours (P > 0.05). The satisfaction of the combined group (96.76%) was significantly higher than that of the control group (46.89%) (P > 0.05). Conclusion: The RBF neural network has good classification performance for MRI images. To incorporate intelligent algorithms into the medical information system can optimize the system. RBF has good application prospects in the medical information system, and it is worthy of continuous exploration.


Assuntos
Processamento de Imagem Assistida por Computador , Imageamento por Ressonância Magnética/métodos , Radiografia/tendências , Sistemas de Informação em Radiologia , Algoritmos , Humanos , Informática Médica , Redes Neurais de Computação
2.
Indian J Tuberc ; 68(3): 313-320, 2021 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-34099195

RESUMO

Tuberculosis (TB) is one of the major infectious disease that causes threat to human health and leads to death in most of the cases. Mycobacterium tuberculosis is the causative agent that can affect both pulmonary and extra pulmonary regions of the body. This infection can be presented either as an active or latent form in the patients. Although this disease has been declared curable and preventable by WHO, it still holds its position as a global emergency. Over the past decade many hurdles such as low immunity, co-infections like HIV, autoimmune disorders, poverty, malnutrition and emerging trends in drug resistance patterns are hindering the eradication of this infection. However, many programmes have been launched by WHO with involvement of governments at various level to put a full stop over the disease. Under the Revised National Tuberculosis Control Programme (RNTCP) which was recently renamed as National Tuberculosis Elimination Programme (NTEP), the major focus is on eliminating tuberculosis by the year 2025. The main aim of the programme is to identify feasible quality testing, evaluate through NIKSHYA poshak yozana, restrict through BCG vaccination and assemble with public awareness to eradicate MTB. Numerous novel diagnostic techniques and molecular tools have been developed to elucidate and differentiate report of various suspected and active tuberculosis patients. However, improvements are still required to cut short the duration of the overall process ranging from screening of patients to their successful treatment.


Assuntos
Tuberculose Latente/diagnóstico , Mycobacterium tuberculosis/isolamento & purificação , Tuberculose Resistente a Múltiplos Medicamentos/diagnóstico , Tuberculose , Técnicas Bacteriológicas/métodos , Técnicas Bacteriológicas/tendências , Humanos , Técnicas de Diagnóstico Molecular/métodos , Técnicas de Diagnóstico Molecular/tendências , Testes Imediatos , Radiografia/métodos , Radiografia/tendências , Tuberculose/diagnóstico , Tuberculose/tratamento farmacológico , Tuberculose/microbiologia
3.
Postgrad Med ; 133(sup1): 64-70, 2021 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-34000963

RESUMO

The diagnosis of pulmonary embolism (PE) is often made more challenging by the presence of diseases that can mimic thromboembolic disease. There is no specific or sensitive constellation of clinical signs or symptoms that can be used to diagnose PE. Ventilation/perfusion scans can have false-positive findings related to mediastinal conditions that can compress the pulmonary arteries, and pulmonary hemorrhage can resemble PE on V/Q scanning with potentially devastating consequences if anticoagulation is started. CT-scan related issues l eading to potential false-positive diagnoses range from inadequate imaging technique, to systemic-pulmonary shunting, to non-thrombotic occlusion of pulmonary arteries by tumor, septic emboli, and emboli of fat, air, and foreign material, as well as vasculitic processes. Careful assessment of the patient and consideration of these potential mimickers is imperative to correct diagnosis of this potentially life-threatening condition.


Assuntos
Artéria Pulmonar/diagnóstico por imagem , Embolia Pulmonar/diagnóstico , Radiografia , Diagnóstico Diferencial , Humanos , Radiografia/métodos , Radiografia/tendências
4.
PLoS One ; 16(4): e0248643, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33882069

RESUMO

BACKGROUND: Children with central nervous system (CNS) tumors undergo frequent imaging for diagnosis and follow-up, but few studies have characterized longitudinal imaging patterns. We described medical imaging in children before and after malignant CNS tumor diagnosis. PROCEDURE: We conducted a retrospective cohort study of children aged 0-20 years diagnosed with CNS tumors between 1996-2016 at six U.S. integrated healthcare systems and Ontario, Canada. We collected computed topography (CT), magnetic resonance imaging (MRI), radiography, ultrasound, nuclear medicine examinations from 12 months before through 10 years after CNS diagnosis censoring six months before death or a subsequent cancer diagnosis, disenrollment from the health system, age 21 years, or December 31, 2016. We calculated imaging rates per child per month stratified by modality, country, diagnosis age, calendar year, time since diagnosis, and tumor grade. RESULTS: We observed 1,879 children with median four years follow-up post-diagnosis in the U.S. and seven years in Ontario, Canada. During the diagnosis period (±15 days of diagnosis), children averaged 1.10 CTs (95% confidence interval [CI] 1.09-1.13) and 2.14 MRIs (95%CI 2.12-2.16) in the U.S., and 1.67 CTs (95%CI 1.65-1.68) and 1.86 MRIs (95%CI 1.85-1.88) in Ontario. Within one year after diagnosis, 19% of children had ≥5 CTs and 45% had ≥5 MRIs. By nine years after diagnosis, children averaged one MRI and one radiograph per year with little use of other imaging modalities. CONCLUSIONS: MRI and CT are commonly used for CNS tumor diagnosis, whereas MRI is the primary modality used during surveillance of children with CNS tumors.


Assuntos
Neoplasias do Sistema Nervoso Central/diagnóstico por imagem , Diagnóstico por Imagem/tendências , Adolescente , Criança , Pré-Escolar , Estudos de Coortes , Diagnóstico por Imagem/estatística & dados numéricos , Feminino , Humanos , Lactente , Imageamento por Ressonância Magnética/tendências , Masculino , Ontário , Radiografia/tendências , Estudos Retrospectivos , Tomografia Computadorizada por Raios X/tendências , Ultrassonografia/tendências , Estados Unidos , Adulto Jovem
5.
Rofo ; 193(8): 937-946, 2021 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-33735933

RESUMO

OBJECTIVES: As a cross-section discipline within the hospital infrastructure, radiological departments might be able to provide important information regarding the impact of the COVID-19 pandemic on healthcare. The goal of this study was to quantify changes in medical care during the first wave of the pandemic using radiological examinations as a comprehensive surrogate marker and to determine potential future workload. METHODS: A retrospective analysis of all radiological examinations during the first wave of the pandemic was performed. The number of examinations was compared to time-matched control periods. Furthermore, an in-depth analysis of radiological examinations attributed to various medical specialties was conducted and postponed examinations were extrapolated to calculate additional workload in the near future. RESULTS: A total of 596,760 examinations were analyzed. Overall case volumes decreased by an average of 41 % during the shutdown compared to the control period. The most affected radiological modalities were sonography (-54 %), X-ray (-47 %) followed by MRI (-42 %). The most affected medical specialty was trauma and orthopedics (-60 % case volume) followed by general surgery (-49 %). Examination numbers increased during the post-shutdown period leading to a predicted additional workload of up to 22 %. CONCLUSION: This study shows a marked decrease in radiological examinations in total and among several core medical specialties, indicating a significant reduction in medical care during the first COVID-19 shutdown. KEY POINTS: · Number of radiological examinations decreased by 41 % during the first wave of the COVID-19 pandemic.. · Several core medical specialties were heavily affected with a reduction of case volumes up to 60 %.. · When extrapolating postponed examinations to the near future, the overall workload for radiological departments might increase up to 22 %.. CITATION FORMAT: · Fleckenstein FN, Maleitzke T, Böning G et al. Decreased Medical Care During the COVID-19 Pandemic - A Comprehensive Analysis of Radiological Examinations. Fortschr Röntgenstr 2021; 193: 937 - 946.


Assuntos
COVID-19 , Pandemias , Radiografia , Serviço Hospitalar de Radiologia , Radiologia , Carga de Trabalho , Atenção à Saúde , Humanos , Ortopedia , Radiografia/tendências , Radiologia/tendências , Estudos Retrospectivos
6.
Spine (Phila Pa 1976) ; 46(5): E318-E324, 2021 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-33534442

RESUMO

STUDY DESIGN: Retrospective observational study. OBJECTIVE: To demonstrate the clinical usefulness of deep learning by identifying previous spinal implants through application of deep learning. SUMMARY OF BACKGROUND DATA: Deep learning has recently been actively applied to medical images. However, despite many attempts to apply deep learning to medical images, the application has rarely been successful. We aimed to demonstrate the effectiveness and usefulness of deep learning in the medical field. The goal of this study was to demonstrate the clinical usefulness of deep learning by identifying previous spinal implants through application of deep learning. METHODS: For deep learning algorithm development, radiographs were retrospectively obtained from clinical cases in which the patients had lumbar spine one-segment instrument surgery. A total of 2894 lumbar spine anteroposterior (AP: 1446 cases) and lateral (1448 cases) radiographs were collected. Labeling work was conducted for five different implants. We conducted experiments using three deep learning algorithms. The traditional deep neural network model built by coding the transfer learning algorithm, Google AutoML, and Apple Create ML. Recall (sensitivity) and precision (specificity) were measured after training. RESULTS: Overall, each model performed well in identifying each pedicle screw implant. In conventional transfer learning, AP radiography showed 97.0% precision and 96.7% recall. Lateral radiography showed 98.7% precision and 98.2% recall. In Google AutoML, AP radiography showed 91.4% precision and 87.4% recall; lateral radiography showed 97.9% precision and 98.4% recall. In Apple Create ML, AP radiography showed 76.0% precision and 73.0% recall; lateral radiography showed 89.0% precision and 87.0% recall. In all deep learning algorithms, precision and recall were higher in lateral than in AP radiography. CONCLUSION: The deep learning application is effective for spinal implant identification. This demonstrates that clinicians can use ML-based deep learning applications to improve clinical practice and patient care.Level of Evidence: 3.


Assuntos
Algoritmos , Aprendizado Profundo , Fixadores Internos , Vértebras Lombares/diagnóstico por imagem , Vértebras Lombares/cirurgia , Adulto , Aprendizado Profundo/tendências , Feminino , Humanos , Fixadores Internos/tendências , Masculino , Pessoa de Meia-Idade , Redes Neurais de Computação , Radiografia/tendências , Estudos Retrospectivos
8.
J Neurointerv Surg ; 13(4): 369-378, 2021 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-33479036

RESUMO

Artificial intelligence is a rapidly evolving field, with modern technological advances and the growth of electronic health data opening new possibilities in diagnostic radiology. In recent years, the performance of deep learning (DL) algorithms on various medical image tasks have continually improved. DL algorithms have been proposed as a tool to detect various forms of intracranial hemorrhage on non-contrast computed tomography (NCCT) of the head. In subtle, acute cases, the capacity for DL algorithm image interpretation support might improve the diagnostic yield of CT for detection of this time-critical condition, potentially expediting treatment where appropriate and improving patient outcomes. However, there are multiple challenges to DL algorithm implementation, such as the relative scarcity of labeled datasets, the difficulties in developing algorithms capable of volumetric medical image analysis, and the complex practicalities of deployment into clinical practice. This review examines the literature and the approaches taken in the development of DL algorithms for the detection of intracranial hemorrhage on NCCT head studies. Considerations in crafting such algorithms will be discussed, as well as challenges which must be overcome to ensure effective, dependable implementations as automated tools in a clinical setting.


Assuntos
Algoritmos , Aprendizado Profundo , Cabeça/diagnóstico por imagem , Hemorragias Intracranianas/diagnóstico por imagem , Tomografia Computadorizada por Raios X/métodos , Inteligência Artificial/tendências , Aprendizado Profundo/tendências , Humanos , Neuroimagem/métodos , Neuroimagem/tendências , Radiografia/métodos , Radiografia/tendências , Tomografia Computadorizada por Raios X/tendências
9.
Neurosurg Rev ; 44(2): 699-708, 2021 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-32281017

RESUMO

Surgical approaches to the fourth ventricle and its surrounding brainstem regions have changed significantly in the previous 30 years, after the establishment of cerebellomedullary fissure (CMF) opening. With the development of CMF opening techniques, CMF opening surgeries have become widely used for the treatment of various pathologies and have contributed to the improvement of surgical results in posterior fossa surgeries. We here review the historical progress of CMF opening surgeries to help the future progression of neurosurgical treatments. The authors studied the available literature to clarify how CMF opening surgeries have developed and progressed, and how much the idea and development of CMF opening techniques have affected the advancement of posterior fossa surgeries. With the establishment of angiography, anatomical studies on CMF in the 1960s were performed mainly to clarify vascular anatomy on radiological images. After reporting the microsurgical anatomy of CMF in a cadaveric study in 1982, one of the authors (T.M.) first proposed the clinical usefulness of CMF opening in 1992. This new method enabled wide exposure of the fourth ventricle without causing vermian splitting syndrome, and it took the place of the standard approach instead of the conventional transvermian approach. Several authors reported their experiences using this method from the end of the twentieth century to the early twenty-first century, and the naming of the approach, "telovelar approach" by Mussi and Rhoton in 2000 contributed to the global spread of CMF opening surgeries. The approach has become widely applied not only for tumors but also for vascular and brainstem lesions, and has assisted in the development of their surgical treatments, and brought up the idea of various fissure dissection in the posterior fossa. Studies of microsurgical anatomy of the fourth ventricle, including the CMF, has led to new surgical approaches represented by the transCMF/telovelar approach. The CMF opening method caused a revolution in posterior fossa surgeries. The idea was developed based on the experience gained while dissecting the CMF (the roof of the fourth ventricle) in the laboratory. Anatomical studies using cadaveric specimens, particularly their dissection by surgeons themselves, together with a deep understanding of brain anatomy are essential for further advancements in neurosurgical treatments.


Assuntos
Tronco Encefálico/anatomia & histologia , Tronco Encefálico/cirurgia , Quarto Ventrículo/anatomia & histologia , Quarto Ventrículo/cirurgia , Procedimentos Neurocirúrgicos/métodos , Tronco Encefálico/diagnóstico por imagem , Cerebelo/diagnóstico por imagem , Cerebelo/cirurgia , Quarto Ventrículo/diagnóstico por imagem , Humanos , Neoplasias Infratentoriais/diagnóstico por imagem , Neoplasias Infratentoriais/cirurgia , Bulbo/diagnóstico por imagem , Bulbo/cirurgia , Procedimentos Neurocirúrgicos/tendências , Radiografia/tendências
10.
Neurosurg Rev ; 44(2): 731-739, 2021 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-32307638

RESUMO

Pneumorrhachis (PR) refers to free air in the spinal canal. We aim to describe a case report and conduct a systematic review focused on the clinical presentation, diagnosis, and management of traumatic PR. We conducted a language-restricted PubMed, SciELO, Scopus, and Ovid database search for traumatic PR cases published till June 2019. Categorical variables were assessed by Fisher's exact test. In addition to our reported index case, there were 82 articles (96 individual cases) eligible for meta-analysis according to our inclusion/exclusion criteria. Eighty per cent of patients had blunt trauma, while 17% had penetrating injuries. Thirty-four per cent of cases were extradural PR, 21% intradural PR, and unreported PR type in 43%. Nine per cent of patients presented with symptoms directly attributed to PR: sensory radiculopathy (2%), motor radiculopathy (1%), and myelopathy (6%). CT had a 100% sensitivity for diagnosing PR, MRI 60%, and plain radiograph 48%. Concurrent injuries reported include pneumocephalus (42%), pneumothorax (36%), spine fracture (27%), skull fracture (27%), pneumomediastinum (24%), and cerebrospinal fluid leak (14%). PR was managed conservatively in every case, with spontaneous resolution in 96% on follow-up (median = 10 days). Prophylactic antibiotics for meningitis were given in 13% PR cases, but there was no association with the incidence of meningitis (overall incidence: 3%; prophylaxis group (0%) vs non-prophylaxis group (4%) (p = 1)). Occasionally, traumatic PR may present with radiculopathy or myelopathy. Traumatic PR is almost always associated with further air distributions and/or underlying injuries. There is insufficient evidence to support the use of prophylactic antibiotic in preventing meningitis in traumatic PR patients.


Assuntos
Pneumorraque/diagnóstico por imagem , Pneumorraque/cirurgia , Traumatismos da Medula Espinal/diagnóstico por imagem , Traumatismos da Medula Espinal/cirurgia , Vértebras Torácicas/diagnóstico por imagem , Vértebras Torácicas/cirurgia , Idoso , Humanos , Masculino , Pneumocefalia/diagnóstico por imagem , Pneumocefalia/etiologia , Pneumocefalia/cirurgia , Pneumorraque/etiologia , Radiografia/tendências , Canal Medular/diagnóstico por imagem , Canal Medular/cirurgia , Traumatismos da Medula Espinal/complicações , Vértebras Torácicas/lesões
11.
Rofo ; 193(2): 168-176, 2021 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-32615636

RESUMO

PURPOSE: Detection and validation of the chest X-ray view position with use of convolutional neural networks to improve meta-information for data cleaning within a hospital data infrastructure. MATERIAL AND METHODS: Within this paper we developed a convolutional neural network which automatically detects the anteroposterior and posteroanterior view position of a chest radiograph. We trained two different network architectures (VGG variant and ResNet-34) with data published by the RSNA (26 684 radiographs, class distribution 46 % AP, 54 % PA) and validated these on a self-compiled dataset with data from the University Hospital Essen (4507, radiographs, class distribution 55 % PA, 45 % AP) labeled by a human reader. For visualization and better understanding of the network predictions, a Grad-CAM was generated for each network decision. The network results were evaluated based on the accuracy, the area under the curve (AUC), and the F1-score against the human reader labels. Also a final performance comparison between model predictions and DICOM labels was performed. RESULTS: The ensemble models reached accuracy and F1-scores greater than 95 %. The AUC reaches more than 0.99 for the ensemble models. The Grad-CAMs provide insight as to which anatomical structures contributed to a decision by the networks which are comparable with the ones a radiologist would use. Furthermore, the trained models were able to generalize over mislabeled examples, which was found by comparing the human reader labels to the predicted labels as well as the DICOM labels. CONCLUSION: The results show that certain incorrectly entered meta-information of radiological images can be effectively corrected by deep learning in order to increase data quality in clinical application as well as in research. KEY POINTS: · The predictions for both view positions are accurate with respect to external validation data.. · The networks based their decisions on anatomical structures and key points that were in-line with prior knowledge and human understanding.. · Final models were able to detect labeling errors within the test dataset.. CITATION FORMAT: · Hosch R, Kroll L, Nensa F et al. Differentiation Between Anteroposterior and Posteroanterior Chest X-Ray View Position With Convolutional Neural Networks. Fortschr Röntgenstr 2021; 193: 168 - 176.


Assuntos
Aprendizado Profundo/normas , Posicionamento do Paciente/métodos , Radiografia/tendências , Tórax/diagnóstico por imagem , Algoritmos , Área Sob a Curva , Aprendizado Profundo/estatística & dados numéricos , Feminino , Humanos , Masculino , Redes Neurais de Computação , Radiografia/métodos , Radiologistas/estatística & dados numéricos , Estudos Retrospectivos , Tórax/anatomia & histologia
12.
Spine (Phila Pa 1976) ; 46(10): 671-677, 2021 05 15.
Artigo em Inglês | MEDLINE | ID: mdl-33337673

RESUMO

STUDY DESIGN: Retrospective review. OBJECTIVE: Anterior cervical discectomy and fusion (ACDF) is a commonly performed procedure that may be complicated by airway compromise postoperatively. This life-threatening complication may necessitate reintubation and reoperation. We evaluated the cost utility of conventional postoperative x-ray. SUMMARY OF BACKGROUND DATA: Studies have demonstrated minimal benefit in obtaining an x-ray on postoperative day 1, but there is some utility of postanesthesia care unit (PACU) x-rays for predicting the likelihood of reoperation. METHODS: We retrospectively reviewed the records of consecutive patients who underwent ACDF between September 2013 and February 2017. Patients were dichotomized into those who received PACU x-rays and those who did not (control group). Primary outcomes were reoperation, reintubation, mortality, and health care costs. RESULTS: Eight-hundred and fifteen patients were included in our analysis: 558 had PACU x-rays; 257 did not. In those who received PACU x-rays, mean age was 53.7 ±â€Š11.3 years, mean levels operated on were 2.0 ±â€Š0.79, and mean body mass index (BMI) was 30.3 ±â€Š6.9. In those who did not, mean age was 51.8 ±â€Š10.9 years, mean levels operated on were 1.48 ±â€Š0.65, and mean BMI was 29.9 ±â€Š6.3. Complications in the PACU x-ray group were reintubation-0.4%, reoperation-0.7%, and death-0.3% (due to prevertebral swelling causing airway compromise). Complications in the control group were reintubation-0.4%, reoperation-0.8%, and death-0. There were no differences between groups with respect to reoperation (P = 0.92), reintubation (P = 0.94), or mortality (P = 0.49). The mean per-patient cost was significantly higher (P = 0.009) in those who received PACU x-rays, $1031.76 ±â€Š948.67, versus those in the control group, $700.26 ±â€Š634.48. Mean length of stay was significantly longer in those who had PACU x-rays (P = 0.01). CONCLUSION: Although there were no differences in reoperation, reintubation, or mortality, there was a significantly higher cost for care and hospitalization in those who received PACU x-rays. Further studies are warranted to validate the results of the presented study.Level of Evidence: 3.


Assuntos
Vértebras Cervicais/cirurgia , Análise Custo-Benefício/normas , Discotomia/economia , Complicações Pós-Operatórias/economia , Radiografia/economia , Fusão Vertebral/economia , Adulto , Idoso , Estudos de Coortes , Análise Custo-Benefício/tendências , Discotomia/efeitos adversos , Discotomia/tendências , Feminino , Custos de Cuidados de Saúde/normas , Custos de Cuidados de Saúde/tendências , Humanos , Intubação Intratraqueal/efeitos adversos , Intubação Intratraqueal/economia , Intubação Intratraqueal/tendências , Masculino , Pessoa de Meia-Idade , Complicações Pós-Operatórias/diagnóstico , Complicações Pós-Operatórias/cirurgia , Valor Preditivo dos Testes , Radiografia/tendências , Reoperação/economia , Reoperação/tendências , Estudos Retrospectivos , Fusão Vertebral/efeitos adversos , Fusão Vertebral/tendências
13.
World Neurosurg ; 146: e972-e978, 2021 02.
Artigo em Inglês | MEDLINE | ID: mdl-33220471

RESUMO

BACKGROUND: Low back pain (LBP) is increasing in the pediatric population. Advanced imaging, such as computed tomography and magnetic resonance imaging, performed for LBP imposes significant costs with little benefit. We investigated annual trends and demographic and geographic variation in spinal imaging for first-time pediatric presenters with LBP in primary care clinics. METHODS: We queried a private administrative claims database for patients presenting with LBP who underwent plain radiography, computed tomography, and magnetic resonance imaging from 2011 to 2017. We used a Cochrane Armitage test of trend to determine significant annual variation in diagnostic imaging utilization during the study period. The χ2 test was used to determine demographic and geographic variation. RESULTS: The study included 67,423 patients with mean age 15.2 ± 3 years. There was no significant change in radiography (34.8% in 2011 vs. 35.5% in 2017, P = 0.795) or computed tomography (1.6% in 2011 vs. 1.1% in 2017, P = 0.073), but there was a significant increase in magnetic resonance imaging (3.3% in 2011 vs. 4.5% in 2017, P = 0.017). Overall, there was no significant change in total imaging use (P = 0.895). Boys had higher rates of imaging compared with girls (40.2% vs. 35.6%, P < 0.001). Imaging rates significantly varied between regions across the United States (P < 0.001). The Midwest had the highest imaging rates (41%), while the Northeast had the lowest rates (31%). CONCLUSIONS: There was significant demographic and geographic variation but no significant annual change in total diagnostic spinal imaging for pediatric patients with LBP between 2011 and 2017, with rates of advanced imaging remaining relatively low.


Assuntos
Dor Lombar/diagnóstico por imagem , Imageamento por Ressonância Magnética/tendências , Radiografia/tendências , Tomografia Computadorizada por Raios X/tendências , Adolescente , Criança , Diagnóstico por Imagem/estatística & dados numéricos , Diagnóstico por Imagem/tendências , Feminino , Geografia , Pesquisa sobre Serviços de Saúde , Humanos , Imageamento por Ressonância Magnética/estatística & dados numéricos , Masculino , Meio-Oeste dos Estados Unidos , New England , Guias de Prática Clínica como Assunto , Radiografia/estatística & dados numéricos , Fatores Sexuais , Tomografia Computadorizada por Raios X/estatística & dados numéricos , Estados Unidos
14.
Spine (Phila Pa 1976) ; 46(8): E474-E481, 2021 Apr 15.
Artigo em Inglês | MEDLINE | ID: mdl-33181776

RESUMO

STUDY DESIGN: A cross-sectional analysis using T1 slope (T1S) and C7 slope (C7S) in asymptomatic individuals. OBJECTIVE: The aim of this study was to identify normative values, ranges of motion (ROMs), age-related changes in T1S and C7S, and correlation between the two slopes. SUMMARY OF BACKGROUND DATA: Few studies have reported age-related changes in the T1S and C7S angles. Additionally, studies investigating the effects of cervical position on these slopes are limited. METHODS: A total of 388 asymptomatic subjects (162 males and 226 females) for whom T1S measurement was performed on radiographs were enrolled in the study. The T1S and C7S angles were measured using neutral radiography of the cervical spine. ROMs were assessed by measuring the difference in alignment in the neutral position, flexion, and extension. RESULTS: The mean C7S and T1S angles were 19.6° (22.2° in males, 17.9° in females) and 24.0° (26.7° in men and 22.1° in women), respectively. The T1S angle was significantly greater than the C7S angle. Both the C7S and T1S angles significantly increased with age. The flexion ROM of C7S was higher than that of T1S, whereas no significant difference was detected between the extension ROMs of the two slopes. The flexion ROMs of the two slopes did not change, whereas the extension ROMs significantly increased with age. A significant positive correlation was observed between the C7S and T1S angles (r2 = 0.75). CONCLUSION: The normative values and age-related changes in C7S and T1S were analyzed. Both the C7S and T1S angles increased with age. The C7S angle was strongly correlated with the T1S angle, suggesting that C7S can substitute T1S on radiographic images.Level of Evidence: 3.


Assuntos
Envelhecimento/fisiologia , Vértebras Cervicais/diagnóstico por imagem , Vértebras Cervicais/fisiologia , Vértebras Torácicas/diagnóstico por imagem , Vértebras Torácicas/fisiologia , Adulto , Idoso , Envelhecimento/patologia , Vértebras Cervicais/patologia , Estudos Transversais , Feminino , Humanos , Lordose/diagnóstico por imagem , Lordose/fisiopatologia , Masculino , Pessoa de Meia-Idade , Radiografia/tendências , Amplitude de Movimento Articular/fisiologia , Vértebras Torácicas/patologia , Adulto Jovem
15.
Intensive Care Med ; 46(12): 2136-2152, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-33206201

RESUMO

Although the acute respiratory distress syndrome (ARDS) is well defined by the development of acute hypoxemia, bilateral infiltrates and non-cardiogenic pulmonary edema, ARDS is heterogeneous in terms of clinical risk factors, physiology of lung injury, microbiology, and biology, potentially explaining why pharmacologic therapies have been mostly unsuccessful in treating ARDS. Identifying phenotypes of ARDS and integrating this information into patient selection for clinical trials may increase the chance for efficacy with new treatments. In this review, we focus on classifying ARDS by the associated clinical disorders, physiological data, and radiographic imaging. We consider biologic phenotypes, including plasma protein biomarkers, gene expression, and common causative microbiologic pathogens. We will also discuss the issue of focusing clinical trials on the patient's phase of lung injury, including prevention, administration of therapy during early acute lung injury, and treatment of established ARDS. A more in depth understanding of the interplay of these variables in ARDS should provide more success in designing and conducting clinical trials and achieving the goal of personalized medicine.


Assuntos
Fenótipo , Síndrome do Desconforto Respiratório/genética , Biomarcadores , Humanos , Medicina de Precisão/tendências , Radiografia/métodos , Radiografia/tendências , Síndrome do Desconforto Respiratório/complicações , Síndrome do Desconforto Respiratório/fisiopatologia
16.
Ned Tijdschr Geneeskd ; 1642020 07 13.
Artigo em Holandês | MEDLINE | ID: mdl-32757515

RESUMO

Today, the postmortem is primarily used to evaluate the quality of the care delivered. It is therefore a cause for concern that over past decades the number of postmortems that have been carried out has been declining. One of the reasons for this is the increased attention being paid to the physical integrity of the deceased by physicians and next of kin. However, a large number of studies show that 10-25% of post-mortems reveal a discrepancy between the clinical findings and the results of the postmortem. Postmortem radiological investigations make a minimally-invasive postmortem possible. In a number of cases, the diagnostic value of postmortem radiological investigation approaches that of the postmortem. Various studies show that postmortem radiological investigation has additional value, however, it also entails higher costs and logistical problems. The question is to what extent the Dutch healthcare system is prepared to go to implement this new development?


Assuntos
Autopsia/tendências , Radiografia/tendências , Autopsia/métodos , Humanos , Países Baixos , Radiografia/métodos
17.
Spine (Phila Pa 1976) ; 45(15): E950-E958, 2020 Aug 01.
Artigo em Inglês | MEDLINE | ID: mdl-32675610

RESUMO

STUDY DESIGN: Case-control study from a continuous series. OBJECTIVES: To study the impact of perioperative sitting radiographs in adult spinal deformity (ASD) patients and determine whether proximal junctional kyphosis (PJK) can be prevented using preoperative sitting radiograph. SUMMARY OF BACKGROUND DATA: Radiographic analysis of ASD comprises standing whole-spine radiography which cannot evaluate the relaxed posture without head-to-foot compensation. METHODS: Preoperative and postoperative whole-spine standing and sitting radiographs and proximal mechanical complications in surgically treated spinal disorders with a minimum of 1-year follow-up were studied. Whole-spinal alignment was defined by cervical lordosis (CL), sagittal vertical axis (SVA), T1 slope (T1S), thoracic kyphosis (TK), lumbar lordosis (LL), pelvic incidence (PI), pelvic tilt (PT), sacral slope (SS), and level of kyphotic apex (KA). Proximal mechanical complication was described as a PJK (proximal junctional angle >20°) or reoperation due to proximal junctional failure. RESULTS: Surgically treated 113 patients were prospectively investigated. Patients were divided into either the ASD (thoracic to ilium posterior corrective fusion), or non-ASD groups. In the ASD group, 10 patients had postoperative PJK, and three revision surgeries were carried out due to PJF with neurological deficit. Comparing standing with sitting positions, CL, TK, and PT became larger, SVA became frontal, LL and SS became smaller, and KA became caudal particularly in the ASD group. Logistic regression analysis demonstrated that the most influenced plumb line for PJK was the upper instrumented vertebra (UIV) to C2 plumb line distance, with a cutoff value of 115 mm for predicting PJK. CONCLUSION: Our findings highlight the usefulness of sitting spinal alignment evaluation, particularly in ASD patients, with maximum effort of thoracic spine and lower extremity compensation at standing. Mechanical complications such as PJK could be predicted using the distance from the planned UIV to the C2 plumb line in preoperative sitting radiographs. LEVEL OF EVIDENCE: 3.


Assuntos
Cifose/diagnóstico por imagem , Vértebras Lombares/diagnóstico por imagem , Cuidados Pós-Operatórios/métodos , Cuidados Pré-Operatórios/métodos , Postura Sentada , Vértebras Torácicas/diagnóstico por imagem , Adulto , Idoso , Idoso de 80 Anos ou mais , Estudos de Casos e Controles , Feminino , Seguimentos , Humanos , Cifose/cirurgia , Vértebras Lombares/cirurgia , Masculino , Pessoa de Meia-Idade , Procedimentos Neurocirúrgicos/métodos , Procedimentos Neurocirúrgicos/tendências , Radiografia/métodos , Radiografia/tendências , Estudos Retrospectivos , Sacro/diagnóstico por imagem , Sacro/cirurgia , Vértebras Torácicas/cirurgia , Adulto Jovem
19.
Recent Results Cancer Res ; 216: 3-30, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32594383

RESUMO

Since their discovery by Wilhelm Conrad Röntgen in 1895, X-rays have become the most widely available, typically fastest, and usually most cost-effective medical imaging modality today. From the early radiographic approaches using X-ray films as detectors, the portfolio of medical X-ray imaging devices developed into a large range of dedicated instrumentation for various applications. While X-ray imaging has come a long way, there are some physical properties of X-rays, which have not yet been fully exploited, and which may offer quite some room for further enhancements of current X-ray imaging equipment. Firstly, X-ray imaging today is mainly black and white, despite the fact that X-ray generators actually create a full spectrum of X-ray energies, and that the interactions of X-rays that occur within the human body are not the same for all energies and every material. Exploiting these spectral dependencies allows to not only obtain a black and white CT image, but also to obtain more molecularly specific information, which is relevant particularly in oncological precision radiology. The second aspect of X-rays, and so far in radiology mainly neglected and unused, is the physical fact that X-rays can also be interpreted in the wave picture, and not only as presently been done in the particle picture. If interpreted as waves, X-rays-just like visible light-experience a phase shift in matter, and this-if exploited correctly-can produce a new class of X-ray images, which then depict the wave interactions of X-rays with matter, rather than only the attenuating properties, as done until now.


Assuntos
Radiografia/métodos , Radiografia/tendências , Humanos , Raios X
20.
Spine (Phila Pa 1976) ; 45(17): 1200-1207, 2020 Sep 01.
Artigo em Inglês | MEDLINE | ID: mdl-32355145

RESUMO

STUDY DESIGN: Spinal surgery cohort. OBJECTIVE: The authors assess the risk of cancer in children who have undergone frequent radiographs and have metal implants for the treatment of spinal deformity. SUMMARY OF BACKGROUND DATA: Concerns have been raised regarding the cancer risk to children exposed to repeated radiological examinations as part of routine surveillance to monitor progression of spinal deformity. Additionally, there are reports of increased cancer risk in adults having joint replacement with metal implants causing raised metal ion levels in the blood. METHODS: A large number of consecutive children undergoing instrumented spinal surgery since 1979 were examined for their development of malignancy. High quality data on all invasive cancers from the South Australian Cancer Registry and deaths were linked to the spinal surgery cohort with the calculation of standardized incidence ratios (SIRs) using the Quinquinquennium method. RESULTS: The study cohort was formed by 865 children. The average follow-up time from date of surgery to either death or censoring date was 18 years with a maximum of 36 years. A total of 15,921 person years were examined. There was no increased rate of cancer in these patients. For the total cohort, the SIR was 1.00 (95% confidence interval [CI] 0.50-1.79). For females the SIR was 0.83 (95% CI 0.33-1.70) and for males the SIR was 1.33 (95% CI 0.36-3.40). The male SIR reflected an expected cancer incidence of three cases, when four cases were observed, and was not statistically significant. CONCLUSION: This study has found that radiation exposure and possible exposure to circulating metal ions as a result of routine instrumented spine surgery in children since 1979 is not associated with an increased risk of cancer in up to 36 years of follow up. LEVEL OF EVIDENCE: 2.


Assuntos
Metais , Neoplasias/epidemiologia , Próteses e Implantes/tendências , Radiografia/tendências , Doenças da Coluna Vertebral/diagnóstico por imagem , Doenças da Coluna Vertebral/epidemiologia , Adolescente , Adulto , Criança , Pré-Escolar , Estudos de Coortes , Feminino , Seguimentos , Humanos , Lactente , Masculino , Metais/efeitos adversos , Pessoa de Meia-Idade , Neoplasias/diagnóstico , Próteses e Implantes/efeitos adversos , Radiografia/efeitos adversos , Sistema de Registros , Fatores de Risco , Austrália do Sul/epidemiologia , Doenças da Coluna Vertebral/cirurgia
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