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1.
Cancer Epidemiol ; 90: 102576, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38696968

RESUMO

BACKGROUND: Cancer survival is a key component to assess the overall effectiveness of healthcare systems in their cancer management efforts. A key supporting tool for planning and decision making was introduced with the development of an index of cancer survival that summarises survival for all adults and cancer types into one single estimate, but the implementation details have not been previously described. METHODS: We detail the construction of the index, including the structure, the calculation of 'sex-age-cancer' specific weights and our proposed modelling strategy to estimate net survival. We provide some practical recommendations through an illustration using a synthetic dataset ('Replica') that we generated for this purpose. An example of R code usage to estimate the index using our approach is provided. RESULTS: The 'Replica' contains 500 000 artificial cancer records that mimic a cohort of adult cancer patients diagnosed with cancer in England between 1980 and 2004. Using this dataset, we estimated an index of cancer survival at one, five, and ten years after diagnosis for five selected periods of diagnosis, and provide an example of interpretation of these results. DISCUSSION: We propose a flexible penalised regression modelling strategy to estimate the index's 'sex-age-cancer' specific cancer survival components that minimises the estimation challenge of these components. This tutorial will support researchers in constructing an index of cancer survival for their own setting, facilitating the enrichment of existing toolkits of cancer indicators to more effectively measure progress against cancer in their respective regions/countries.


Assuntos
Neoplasias , Humanos , Neoplasias/mortalidade , Feminino , Masculino , Adulto , Taxa de Sobrevida , Inglaterra/epidemiologia , Pessoa de Meia-Idade , Idoso
2.
Br J Cancer ; 130(12): 1960-1968, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38671209

RESUMO

BACKGROUND: More deprived cancer patients are at higher risk of Emergency Presentation (EP) with most studies pointing to lower symptom awareness and increased comorbidities to explain those patterns. With the example of colon cancer, we examine patterns of hospital emergency admissions (HEAs) history in the most and least deprived patients as a potential precursor of EP. METHODS: We analysed the rates of hospital admissions and their admission codes (retrieved from Hospital Episode Statistics) in the two years preceding cancer diagnosis by sex, deprivation and route to diagnosis (EP, non-EP). To select the conditions (grouped admission codes) that best predict emergency admission, we adapted the purposeful variable selection to mixed-effects logistic regression. RESULTS: Colon cancer patients diagnosed through EP had the highest number of HEAs than all the other routes to diagnosis, especially in the last 7 months before diagnosis. Most deprived patients had an overall higher rate and higher probability of HEA but fewer conditions associated with it. CONCLUSIONS: Our findings point to higher use of emergency services for non-specific symptoms and conditions in the most deprived patients, preceding colon cancer diagnosis. Health system barriers may be a shared factor of socio-economic inequalities in EP and HEAs.


Assuntos
Serviço Hospitalar de Emergência , Neoplasias , Fatores Socioeconômicos , Humanos , Masculino , Feminino , Inglaterra/epidemiologia , Serviço Hospitalar de Emergência/estatística & dados numéricos , Pessoa de Meia-Idade , Idoso , Neoplasias/epidemiologia , Neoplasias/diagnóstico , Adulto , Hospitalização/estatística & dados numéricos , Neoplasias do Colo/epidemiologia , Neoplasias do Colo/diagnóstico , Disparidades em Assistência à Saúde/estatística & dados numéricos , Admissão do Paciente/estatística & dados numéricos , Adolescente , Idoso de 80 Anos ou mais , Adulto Jovem
3.
Artigo em Inglês | MEDLINE | ID: mdl-38609004

RESUMO

BACKGROUND: The incidence of radial head fractures is increasing, and radial head arthroplasty (RHA) is being more frequently used as treatment for irreparable fractures. Our objective was to compare radiocapitellar pressure between the native joint and 2 radial head prosthesis conditions: (1) a prosthetic head that was aligned to the forearm axis of rotation and (2) the same prosthesis with an axisymmetric nonaligned head. METHODS: Ten cadaveric specimens received a pressfit radial head prosthesis (Align; Skeletal Dynamics) for both prosthetic testing conditions. Anatomic alignment (AL) was defined as the prosthetic head aligned to the forearm axis of rotation. Axisymmetric alignment (AX) was defined as the prosthetic radial head aligned to the axis of the prosthetic stem. Axial load was applied with the elbow in extension and the forearm pronated. Data were collected using a Tekscan 4000 sensor. RESULTS: The mean pressure in the AL and AX groups were significantly higher than the mean pressure in the native joint. Compared with the native joint, the mean pressure was 19% higher in the AL group and 56% higher in the AX group. Peak pressure beyond 5 MPa occurred in 0 specimens in the native joint group, in 1 specimen (10%) in the AL group, and in 5 specimens (50%) in the AX group. DISCUSSION: Our results demonstrated that a pressfit radial head prosthesis aligned with the forearm axis of rotation yields capitellar pressures that were more similar to the native condition than a nonaligned pressfit prosthesis. These findings suggest that anatomic alignment may optimize capitellar wear properties, improving the long-term durability of radial head arthroplasty.

4.
Stat Methods Med Res ; 33(4): 681-701, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38444377

RESUMO

Relative survival represents the preferred framework for the analysis of population cancer survival data. The aim is to model the survival probability associated with cancer in the absence of information about the cause of death. Recent data linkage developments have allowed for incorporating the place of residence into the population cancer databases; however, modeling this spatial information has received little attention in the relative survival setting. We propose a flexible parametric class of spatial excess hazard models (along with inference tools), named "Relative Survival Spatial General Hazard," that allows for the inclusion of fixed and spatial effects in both time-level and hazard-level components. We illustrate the performance of the proposed model using an extensive simulation study, and provide guidelines about the interplay of sample size, censoring, and model misspecification. We present a case study using real data from colon cancer patients in England. This case study illustrates how a spatial model can be used to identify geographical areas with low cancer survival, as well as how to summarize such a model through marginal survival quantities and spatial effects.


Assuntos
Neoplasias do Colo , Humanos , Modelos de Riscos Proporcionais , Análise de Sobrevida , Simulação por Computador , Tamanho da Amostra , Modelos Estatísticos
5.
J Hand Surg Eur Vol ; 48(2_suppl): 18S-26S, 2023 09.
Artigo em Inglês | MEDLINE | ID: mdl-37704026

RESUMO

Fractures of the phalanges encompass a wide range of injury patterns with variable articular and soft tissue involvement. The goals of treatment whether conservative or surgical are the restoration of function while limiting the risk of complications. An armamentarium of fixation options allows the surgeon to appropriately treat these fractures with the intention of initiating early postoperative mobilization. Previous publications report variable rates of complications following internal fixation of phalangeal fractures which represents an unsolved problem. It is incumbent on the surgeon to utilize meticulous surgical technique, achieve anatomic reduction with stable fixation and initiate early postoperative mobilization where indicated. In the following text, we review the management of most types of phalangeal fractures, except fracture-dislocations of the proximal interphalangeal joint. These injuries comprise a wide spectrum of presentation; thus, an understanding of anatomical and mechanical principles is integral to achieving a successful outcome.


Assuntos
Falanges dos Dedos da Mão , Fratura-Luxação , Fraturas Ósseas , Humanos , Fraturas Ósseas/cirurgia , Extremidades , Falanges dos Dedos da Mão/cirurgia , Articulações
6.
Tech Hand Up Extrem Surg ; 27(4): 214-219, 2023 Dec 01.
Artigo em Inglês | MEDLINE | ID: mdl-37439145

RESUMO

We describe a medial approach to the coronoid where the flexor-pronator mass is released from its humeral origin by creating a proximally based tendinous flap. This technique facilitates access to the coronoid, preservation of the medial collateral ligament origin, and repair of the flexor-pronator mass. This approach has utility for all coronoid fracture variations but especially the O'Driscoll anteromedial subtype 3, which includes fractures of the sublime tubercle, the anteromedial facet, and the coronoid tip.


Assuntos
Articulação do Cotovelo , Fraturas Ósseas , Fraturas da Ulna , Humanos , Fraturas da Ulna/cirurgia , Articulação do Cotovelo/cirurgia , Fraturas Ósseas/cirurgia , Úmero , Fixação Interna de Fraturas/métodos
7.
Prev Med ; 173: 107587, 2023 08.
Artigo em Inglês | MEDLINE | ID: mdl-37355102

RESUMO

To reduce the breast cancer burden, the French National Organised Breast Cancer Screening Programme (FNOBCSP) was implemented in 2004. The recommended participation rate has never been achieved and socio-territorial inequities in participation have been reported on several occasions. We investigated the functional forms and consistency of the relationships between neighbourhood deprivation, travel time to the nearest accredited radiology centre and screening uptake. We used two-level hierarchical generalised additive models in 8 types of territories classified by socio-demographic and economic factors. The first level was 368,201 women aged 50-72 invited to the 2013-2014 screening campaign in metropolitan France. They were nested in 41 départements, the level of organisation of the FNOBCSP. The effect of travel time showed two main patterns: it was either linear (with participation decreasing as travel time increased) or participation first increased with increasing travel time to a peak around 5-15 min and decreased afterward. In nearly all types and départements, the probability of participation decreased linearly with increasing deprivation. Territorial inequities in participation were more context-dependent and complex than social inequities. Inequities in participation represent a loss of opportunity for individuals who already have the worst cancer outcomes. Evidence-based public health policies are needed to increase the effectiveness and equity of breast cancer screening.


Assuntos
Neoplasias da Mama , Feminino , Humanos , Neoplasias da Mama/diagnóstico , Neoplasias da Mama/prevenção & controle , Estudos Transversais , Fatores Socioeconômicos , Detecção Precoce de Câncer , Programas de Rastreamento
8.
Prz Menopauzalny ; 22(1): 42-48, 2023 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-37206678

RESUMO

Introduction: Menopause is a vital stage in which the risk of the appearance of metabolic syndrome and cardiovascular diseases is increased. Cardiovascular risk in menopausal women must be monitored because it is one of the most common causes of mortality in these women. Smoking is an important risk factor for the development of many diseases, including cardiovascular diseases, so promoting smoking cessation in these women is important for the maintenance of cardiovascular health. Material and methods: Current smoking cessation programs mainly include nicotine and varenicline as therapeutic agents, due to their history of success, safety, and efficacy in aiding in cessation, but they do not include "new" agents such as cytisine as coadjuvant in the elimination of the habit of smoking. Results: Cytisine is a therapeutic agent traditionally used in Eastern Europe, which has demonstrated efficacy and safety in smoking cessation, also showing other new pharmacological actions. It has been widely used since World War II as a nicotine substitute. Conclusions: These pharmacological actions, together with their efficacy in smoking cessation, should be explored to evaluate the convenience of the use of cytisine in premenopausal and postmenopausal women, so that cytisine can be identified as a useful therapeutic tool in smoking cessation programs and in particular in menopausal women.

9.
J Hand Surg Glob Online ; 5(1): 55-57, 2023 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-36704386

RESUMO

Purpose: The flexor carpi radialis (FCR) tendon is often involved in surgical procedures of the hand and wrist. The FCR tendon may be mobilized from the trapezium during distal radius fracture fixation, for tendon transfer, and during carpometacarpal joint procedures. There is a paucity of literature describing the anatomy of the FCR insertion onto the trapezial ridge. We analyzed the insertional characteristics of the FCR onto the trapezium. Methods: Forty-two fresh-frozen cadaveric wrists were dissected using the extended FCR approach through the FCR tendon sheath. The length of the fibrous portion of the FCR insertion onto the trapezial ridge was measured from proximal to distal using a digital caliper. Results: FCR insertion onto the trapezium was present in all specimens. The mean length of the FCR insertion was 11.8 ± 4.14 mm. The character of the tissue quality varied across specimens. Conclusions: These results demonstrate the commonality of the FCR fibers that insert onto the trapezium. The length and tissue quality of this insertion varied across specimens. Clinical relevance: Understanding the complex anatomy of the hand and wrist facilitates surgical planning and intraoperative techniques. The FCR tendon insertion onto the trapezium is an important component of exposure for the volar approach to the distal radius and surgical management of thumb carpometacarpal joint arthritis.

10.
Cureus ; 15(1): c97, 2023 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-36699109

RESUMO

[This corrects the article DOI: 10.7759/cureus.32370.].

11.
Stat Med ; 42(7): 1066-1081, 2023 03 30.
Artigo em Inglês | MEDLINE | ID: mdl-36694108

RESUMO

Unobserved individual heterogeneity is a common challenge in population cancer survival studies. This heterogeneity is usually associated with the combination of model misspecification and the failure to record truly relevant variables. We investigate the effects of unobserved individual heterogeneity in the context of excess hazard models, one of the main tools in cancer epidemiology. We propose an individual excess hazard frailty model to account for individual heterogeneity. This represents an extension of frailty modeling to the relative survival framework. In order to facilitate the inference on the parameters of the proposed model, we select frailty distributions which produce closed-form expressions of the marginal hazard and survival functions. The resulting model allows for an intuitive interpretation, in which the frailties induce a selection of the healthier individuals among survivors. We model the excess hazard using a flexible parametric model with a general hazard structure which facilitates the inclusion of time-dependent effects. We illustrate the performance of the proposed methodology through a simulation study. We present a real-data example using data from lung cancer patients diagnosed in England, and discuss the impact of not accounting for unobserved heterogeneity on the estimation of net survival. The methodology is implemented in the R package IFNS.


Assuntos
Fragilidade , Neoplasias Pulmonares , Humanos , Modelos de Riscos Proporcionais , Análise de Sobrevida , Modelos Estatísticos
12.
Stat Methods Med Res ; 31(8): 1603-1616, 2022 08.
Artigo em Inglês | MEDLINE | ID: mdl-35668699

RESUMO

In many applications of survival data analysis, the individuals are treated in different medical centres or belong to different clusters defined by geographical or administrative regions. The analysis of such data requires accounting for between-cluster variability. Ignoring such variability would impose unrealistic assumptions in the analysis and could affect the inference on the statistical models. We develop a novel parametric mixed-effects general hazard (MEGH) model that is particularly suitable for the analysis of clustered survival data. The proposed structure generalises the mixed-effects proportional hazards and mixed-effects accelerated failure time structures, among other structures, which are obtained as special cases of the MEGH structure. We develop a likelihood-based algorithm for parameter estimation in general subclasses of the MEGH model, which is implemented in our R package MEGH. We propose diagnostic tools for assessing the random effects and their distributional assumption in the proposed MEGH model. We investigate the performance of the MEGH model using theoretical and simulation studies, as well as a real data application on leukaemia.


Assuntos
Modelos Estatísticos , Simulação por Computador , Humanos , Funções Verossimilhança , Modelos de Riscos Proporcionais , Análise de Sobrevida
13.
BMC Med Res Methodol ; 22(1): 95, 2022 04 03.
Artigo em Inglês | MEDLINE | ID: mdl-35369875

RESUMO

Cancer survival represents one of the main indicators of interest in cancer epidemiology. However, the survival of cancer patients can be affected by several factors, such as comorbidities, that may interact with the cancer biology. Moreover, it is interesting to understand how different cancer sites and tumour stages are affected by different comorbidities. Identifying the comorbidities that affect cancer survival is thus of interest as it can be used to identify factors driving the survival of cancer patients. This information can also be used to identify vulnerable groups of patients with comorbidities that may lead to worst prognosis of cancer. We address these questions and propose a principled selection and evaluation of the effect of comorbidities on the overall survival of cancer patients. In the first step, we apply a Bayesian variable selection method that can be used to identify the comorbidities that predict overall survival. In the second step, we build a general Bayesian survival model that accounts for time-varying effects. In the third step, we derive several posterior predictive measures to quantify the effect of individual comorbidities on the population overall survival. We present applications to data on lung and colorectal cancers from two Spanish population-based cancer registries. The proposed methodology is implemented with a combination of the R-packages mombf and rstan. We provide the code for reproducibility at https://github.com/migariane/BayesVarImpComorbiCancer .


Assuntos
Neoplasias Colorretais , Pulmão , Teorema de Bayes , Neoplasias Colorretais/epidemiologia , Humanos , Reprodutibilidade dos Testes , Espanha/epidemiologia
14.
Tech Hand Up Extrem Surg ; 26(4): 214-217, 2022 12 01.
Artigo em Inglês | MEDLINE | ID: mdl-35383724

RESUMO

A variety of fixation options exist for treatment of unstable proximal phalanx fractures. Variables which require consideration include the strength of fixation, the invasiveness of the technique and the postoperative rehabilitation protocol. Here we present a minimally invasive technique for dual headless compression screw fixation of proximal phalanx fractures which reduces extensor tendon violation and allows early motion in the immediate postoperative period.


Assuntos
Falanges dos Dedos da Mão , Fraturas Ósseas , Humanos , Falanges dos Dedos da Mão/cirurgia , Amplitude de Movimento Articular , Parafusos Ósseos , Fraturas Ósseas/cirurgia , Tendões , Fixação Interna de Fraturas/métodos
15.
Cureus ; 14(12): e32370, 2022 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-36636528

RESUMO

Pilomatrixoma, or calcifying epithelioma of Malherbe, is a benign tumor with differentiation toward the hair matrix cells and is one of childhood's most common epithelial tumors. Bullous pilomatrixoma has an extremely low incidence of occurrence, usually appears in the upper extremities, and is frequently associated with trauma. We report the case of a bullous pilomatrixoma in a patient with a rapid-growing neoformation one month after receiving a coronavirus disease 2019 (COVID-19) vaccine in his left upper arm, and we discuss whether the bullous appearance is part of the biology of the tumor or a secondary anetoderma.

17.
Biostatistics ; 22(1): 51-67, 2021 01 28.
Artigo em Inglês | MEDLINE | ID: mdl-31135884

RESUMO

In cancer epidemiology using population-based data, regression models for the excess mortality hazard is a useful method to estimate cancer survival and to describe the association between prognosis factors and excess mortality. This method requires expected mortality rates from general population life tables: each cancer patient is assigned an expected (background) mortality rate obtained from the life tables, typically at least according to their age and sex, from the population they belong to. However, those life tables may be insufficiently stratified, as some characteristics such as deprivation, ethnicity, and comorbidities, are not available in the life tables for a number of countries. This may affect the background mortality rate allocated to each patient, and it has been shown that not including relevant information for assigning an expected mortality rate to each patient induces a bias in the estimation of the regression parameters of the excess hazard model. We propose two parametric corrections in excess hazard regression models, including a single-parameter or a random effect (frailty), to account for possible mismatches in the life table and thus misspecification of the background mortality rate. In an extensive simulation study, the good statistical performance of the proposed approach is demonstrated, and we illustrate their use on real population-based data of lung cancer patients. We present conditions and limitations of these methods and provide some recommendations for their use in practice.


Assuntos
Simulação por Computador , Tábuas de Vida , Modelos de Riscos Proporcionais , Viés , Feminino , Humanos , Neoplasias Pulmonares/epidemiologia , Masculino
18.
J Shoulder Elbow Surg ; 29(12): 2668-2673, 2020 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-32844750

RESUMO

HYPOTHESIS: The proximal radius is asymmetrical, is mostly articular, and rotates through a large arc of motion. Because of these anatomic factors, there is limited space for hardware. This is magnified in the setting of complex fractures. The portion of the radial head where a radial head plate can be placed without compromising forearm motion has been termed the "safe zone." We hypothesized that the bicipital tuberosity could be used as a reproducible intraoperative fluoroscopic landmark to confirm radial head plate position in the safe zone. METHODS: Seventeen cadaveric radii were evaluated. First, the anatomic safe zone was identified using the method previously described by Caputo et al. A proximal radial plate was then placed in the center of this safe zone. The relationship of the plate to the tuberosity was evaluated, and the angle from the point of the greatest tuberosity profile to the center of the safe zone was measured. RESULTS: The maximum profile of the bicipital tuberosity is 166° ± 10° from the center of the safe zone as described by Caputo et al. By use of radiographic imaging, a radial head plate placed directly opposite the bicipital tuberosity will be within the safe zone. This position can be ascertained fluoroscopically with an anteroposterior view of the proximal forearm, in which the surgeon rotates the forearm into full supination. The plate should be placed opposite the bicipital tuberosity as seen on the greatest profile at maximum supination. With this method, the plate will be consistently placed within the safe zone. CONCLUSION: The bicipital tuberosity can be used as a consistent radiographic anatomic landmark to ensure proximal radial plate placement within the safe zone. If the proximal radial head plate is placed 166° ± 10° opposite the bicipital tuberosity, a landmark easily identified on intraoperative imaging, the implant will be in the safe zone and will not impinge on the ulna in rotation.


Assuntos
Articulação do Cotovelo , Fluoroscopia/métodos , Fraturas do Rádio , Rádio (Anatomia) , Placas Ósseas , Cadáver , Articulação do Cotovelo/diagnóstico por imagem , Articulação do Cotovelo/cirurgia , Fixação Interna de Fraturas/instrumentação , Fixação Interna de Fraturas/métodos , Humanos , Cuidados Intraoperatórios , Rádio (Anatomia)/diagnóstico por imagem , Rádio (Anatomia)/cirurgia , Fraturas do Rádio/diagnóstico por imagem , Fraturas do Rádio/cirurgia , Supinação
19.
Neurocirugia (Astur : Engl Ed) ; 31(4): 158-164, 2020.
Artigo em Inglês, Espanhol | MEDLINE | ID: mdl-31784351

RESUMO

INTRODUCTION: Dysembryoplastic neuroepithelial tumours (DNET) are a type of benign glioneuronal neoplasia of typically temporal location that produce drug-resistant epileptic seizures in children and young adults. OBJECTIVE: This work aims to assess the usefulness of functional magnetic resonance imaging (fMRI) in the preoperative study in four patients with DNET. A Philips Intera 3.0 Tesla magnetic resonance imaging scanner and the Blood-Oxygen-Level-Dependent (BOLD) technique were used to obtain the images, making it possible to locate the eloquent areas for language and motor areas through the application of specific paradigms. RESULTS: In one case the tumour was adjacent to Broca's area, in two cases it coincided with Wernicke's area, in one patient it was<1cm from the motor area for the hand and in another close to memory. Only two of the patients were operated on, without postoperative functional deficit. Hemispheric activation contralateral to the tumour suggestive of neuroplasticity was observed in one of the patients. CONCLUSIONS: fMRI is a non-invasive method that allows us to assess the proximity of lesions to eloquent areas, which is key in the evaluation of surgical risk. In addition, it allowed the detection of probable neuroplasticity in one case, which guaranteed the success of the surgery.


Assuntos
Neoplasias Encefálicas , Glioma , Neoplasias Encefálicas/complicações , Neoplasias Encefálicas/diagnóstico por imagem , Neoplasias Encefálicas/cirurgia , Criança , Humanos , Imageamento por Ressonância Magnética , Cuidados Pré-Operatórios , Convulsões/patologia , Adulto Jovem
20.
JBJS Case Connect ; 9(4): e0060, 2019 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-31855877

RESUMO

CASE: We describe the case of a 75-year-old patient diagnosed with high-grade epithelioid hemangioendothelioma in the left hemipelvis. She underwent an internal hemipelvectomy, followed by reconstruction with a tumor prosthesis with iliac anchorage using 3D-printed cutting and placement guides. Eighteen months postoperatively, she is pain-free and walks without appliances. CONCLUSIONS: Using 3D-printed guides could be an appropriate alternative for patients with aggressive bone tumors in the pelvic area that require hemipelvectomy and reconstruction using a prosthesis with iliac anchorage. 3D-printed cutting guides allow precise resection with appropriate margins, could reduce the risk of injuring critical structures, and facilitate proper prosthetic component positioning.


Assuntos
Hemipelvectomia , Neoplasias Pélvicas/cirurgia , Procedimentos de Cirurgia Plástica , Impressão Tridimensional , Sarcoma/cirurgia , Hemangioendotelioma Epitelioide/diagnóstico por imagem , Hemangioendotelioma Epitelioide/cirurgia , Hemipelvectomia/instrumentação , Hemipelvectomia/métodos , Humanos , Modelagem Computacional Específica para o Paciente , Neoplasias Pélvicas/diagnóstico por imagem , Pelve/diagnóstico por imagem , Pelve/cirurgia , Procedimentos de Cirurgia Plástica/instrumentação , Procedimentos de Cirurgia Plástica/métodos , Sarcoma/diagnóstico por imagem
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