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2.
Sci Rep ; 12(1): 14855, 2022 09 01.
Artigo em Inglês | MEDLINE | ID: mdl-36050323

RESUMO

The rapid progress in image-to-image translation methods using deep neural networks has led to advancements in the generation of synthetic CT (sCT) in MR-only radiotherapy workflow. Replacement of CT with MR reduces unnecessary radiation exposure, financial cost and enables more accurate delineation of organs at risk. Previous generative adversarial networks (GANs) have been oriented towards MR to sCT generation. In this work, we have implemented multiple augmented cycle consistent GANs. The augmentation involves structural information constraint (StructCGAN), optical flow consistency constraint (FlowCGAN) and the combination of both the conditions (SFCGAN). The networks were trained and tested on a publicly available Gold Atlas project dataset, consisting of T2-weighted MR and CT volumes of 19 subjects from 3 different sites. The network was tested on 8 volumes acquired from the third site with a different scanner to assess the generalizability of the network on multicenter data. The results indicate that all the networks are robust to scanner variations. The best model, SFCGAN achieved an average ME of 0.9   5.9 HU, an average MAE of 40.4   4.7 HU and 57.2   1.4 dB PSNR outperforming previous research works. Moreover, the optical flow constraint between consecutive frames preserves the consistency across all views compared to 2D image-to-image translation methods. SFCGAN exploits the features of both StructCGAN and FlowCGAN by delivering structurally robust and 3D consistent sCT images. The research work serves as a benchmark for further research in MR-only radiotherapy.


Assuntos
Processamento de Imagem Assistida por Computador , Fluxo Óptico , Tomografia Computadorizada por Raios X , Humanos , Processamento de Imagem Assistida por Computador/economia , Processamento de Imagem Assistida por Computador/métodos , Imageamento por Ressonância Magnética/economia , Imageamento por Ressonância Magnética/métodos , Redes Neurais de Computação , Dosagem Radioterapêutica , Planejamento da Radioterapia Assistida por Computador/economia , Planejamento da Radioterapia Assistida por Computador/métodos , Tomografia Computadorizada por Raios X/economia , Tomografia Computadorizada por Raios X/métodos
3.
Clin Otolaryngol ; 47(2): 295-303, 2022 03.
Artigo em Inglês | MEDLINE | ID: mdl-34784107

RESUMO

OBJECTIVES: To determine the cost-effectiveness of auditory brainstem response prior to MRI (ABR-MRI) compared to standalone MRI to diagnose vestibular schwannoma. DESIGN: A state transition model was developed to simulate costs and effects (quality-adjusted life years [QALY]) for both diagnostic strategies for patients suspected of a vestibular schwannoma. Model input was derived from literature, hospital databases and expert opinions. Scenario and sensitivity analyses addressed model uncertainty. RESULTS: Over a lifetime horizon, ABR-MRI resulted in a limited cost-saving of €68 or €98 per patient (dependent on MRI sequence) and a health loss of 0.005 QALYs over standalone MRI. ABR-MRI, however, did miss patients with other important pathology (2% of the population) that would have been detected when using standalone MRI. In total, €14 203 or €19 550 could be saved per lost QALY if ABR-MRI was used instead of standalone MRI. The results were sensitive to the detection rate of vestibular schwannoma and health-related quality of life of missed patients. CONCLUSION: The cost-saving with ABR-MRI does not seem to outweigh the number of missed patients with VS and other important pathologies that would have been detected when using standalone MRI.


Assuntos
Análise Custo-Benefício , Potenciais Evocados Auditivos do Tronco Encefálico , Imageamento por Ressonância Magnética/economia , Neuroma Acústico/diagnóstico , Humanos
4.
Nat Commun ; 12(1): 7238, 2021 12 14.
Artigo em Inglês | MEDLINE | ID: mdl-34907181

RESUMO

Magnetic resonance imaging is a key diagnostic tool in modern healthcare, yet it can be cost-prohibitive given the high installation, maintenance and operation costs of the machinery. There are approximately seven scanners per million inhabitants and over 90% are concentrated in high-income countries. We describe an ultra-low-field brain MRI scanner that operates using a standard AC power outlet and is low cost to build. Using a permanent 0.055 Tesla Samarium-cobalt magnet and deep learning for cancellation of electromagnetic interference, it requires neither magnetic nor radiofrequency shielding cages. The scanner is compact, mobile, and acoustically quiet during scanning. We implement four standard clinical neuroimaging protocols (T1- and T2-weighted, fluid-attenuated inversion recovery like, and diffusion-weighted imaging) on this system, and demonstrate preliminary feasibility in diagnosing brain tumor and stroke. Such technology has the potential to meet clinical needs at point of care or in low and middle income countries.


Assuntos
Imageamento por Ressonância Magnética/instrumentação , Neuroimagem/instrumentação , Adulto , Neoplasias Encefálicas/diagnóstico por imagem , Aprendizado Profundo , Imagem de Difusão por Ressonância Magnética , Desenho de Equipamento , Estudos de Viabilidade , Humanos , Campos Magnéticos , Imageamento por Ressonância Magnética/economia , Imãs , Neuroimagem/economia , Imagens de Fantasmas , Sistemas Automatizados de Assistência Junto ao Leito , Acidente Vascular Cerebral/diagnóstico por imagem
5.
Value Health ; 24(12): 1763-1772, 2021 12.
Artigo em Inglês | MEDLINE | ID: mdl-34838274

RESUMO

OBJECTIVE: This study aimed to assess the cost-effectiveness of magnetic resonance imaging (MRI) with combinations of targeted biopsy (TBx) and systematic biopsy (SBx) for early prostate cancer detection in Sweden. METHODS: A cost-utility analysis was conducted from a lifetime societal perspective using a microsimulation model. Five strategies included no screening and quadrennial screening for men aged 55 to 69 years using SBx alone, TBx on positive MRI (MRI + TBx), combined TBx/SBx on positive MRI (MRI + TBx/SBx), and SBx on negative MRI with TBx/SBx on positive MRI (MRI - SBx, MRI + TBx/SBx). Test characteristics were based on a recent Cochrane review. We predicted the number of biopsies, costs, quality-adjusted life-years (QALYs) and incremental cost-effectiveness ratios. RESULTS: The screening strategies were classified in Sweden as high costs per QALY gained compared with no screening. Using MRI + TBx and MRI + TBx/SBx reduced the number of biopsy episodes across a lifetime by approximately 40% compared with SBx alone. Both strategies showed strong dominance over SBx alone and MRI - SBx, MRI + TBx. Compared with MRI + TBx, the MRI + TBx/SBx strategy had an incremental cost-effectiveness ratio of more than €200 000 per QALY gained, which was classified in Sweden as a very high cost. These predictions were robust in the probabilistic sensitivity analysis. Limitations included generalizability of the model assumptions and uncertainty regarding the health-state values and study heterogeneity from the Cochrane review. CONCLUSIONS: MRI + TBx and MRI + TBx/SBx showed strong dominance over alternative screening strategies. MRI + TBx resulted in similar or marginally lower gains in QALYs and lower costs than MRI + TBx/SBx. MRI + TBx was considered the optimal choice among the screening strategies.


Assuntos
Análise Custo-Benefício , Imageamento por Ressonância Magnética/economia , Programas de Rastreamento/economia , Neoplasias da Próstata/diagnóstico , Idoso , Humanos , Masculino , Pessoa de Meia-Idade , Antígeno Prostático Específico , Anos de Vida Ajustados por Qualidade de Vida , Suécia
6.
Value Health ; 24(11): 1620-1627, 2021 11.
Artigo em Inglês | MEDLINE | ID: mdl-34711362

RESUMO

OBJECTIVES: Patients waking up with stroke symptoms are often excluded from intravenous thrombolysis with alteplase (IV-tpa). The WAKE-UP trial, a European multicenter randomized controlled trial, proved the clinical effectiveness of magnetic resonance imaging-guided IV-tpa for these patients. This analysis aimed to assess the cost-effectiveness of the intervention compared to placebo. METHODS: A Markov model was designed to analyze the cost-effectiveness over a 25-year time horizon. The model consisted of an inpatient acute care phase and a rest-of-life phase. Health states were defined by the modified Rankin Scale (mRS). Initial transition probabilities to mRS scores were based on WAKE-UP data and health state utilities on literature search. Costs were based on data from the University Medical Center Hamburg-Eppendorf, literature, and expert opinion. Incremental costs and effects over the patients' lifetime were estimated. The analysis was conducted from a formal German healthcare perspective. Univariate and probabilistic sensitivity analyses were performed. RESULTS: Treatment with IV-tpa resulted in cost savings of €51 009 and 1.30 incremental gains in quality-adjusted life-years at a 5% discount rate. Univariate sensitivity analysis revealed incremental cost-effectiveness ratio being sensitive to the relative risk of favorable outcome on mRS for placebo patients after stroke, the costs of long-term care for patients with mRS 4, and patient age at initial stroke event. In all cases, IV-tpa remained cost-effective. Probabilistic sensitivity analysis proved IV-tpa cost-effective in >95% of the simulations results. CONCLUSIONS: Magnetic resonance imaging-guided IV-tpa compared to placebo is cost-effective in patients with ischemic stroke with unknown time of onset.


Assuntos
Análise Custo-Benefício , Imageamento por Ressonância Magnética/economia , Acidente Vascular Cerebral , Terapia Trombolítica/economia , Terapia Trombolítica/métodos , Análise Custo-Benefício/métodos , Humanos , Imageamento por Ressonância Magnética/métodos , Cadeias de Markov , Anos de Vida Ajustados por Qualidade de Vida , Cirurgia Assistida por Computador
7.
Ann Vasc Surg ; 76: 179-184, 2021 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-34153493

RESUMO

OBJECTIVE: The use of radiographic evaluation of carotid disease may vary, and current guidelines do not strongly recommend the use of cross-sectional imaging (CSI) prior to surgical intervention. We sought to describe the trends in preoperative carotid imaging and evaluate the associated clinical outcomes and Medicare payments for patients undergoing carotid endarterectomy (CEA) for asymptomatic carotid disease. METHODS: We used a 20% Medicare sample from 2006 to 2014 identifying patients undergoing CEA for asymptomatic disease. We evaluated preoperative carotid ultrasound and CSI use: CT or MRI of the neck prior to CEA. We calculated average payments of each study from the carrier file and revenue center file. Imaging payments included both the professional component (PC) and the technical component (TC). Claims with a reimbursement of $0 and studies where payment for both the TC and PC could not be identified were excluded from the overall calculation to determine average payment per study. Inpatient reimbursements according to DRG 37-39 were calculated. We compared hospital length of stay (LOS), in hospital stroke, carotid re-exploration, and mortality according to CSI use. RESULTS: A total of 58,993 CEAs were identified with pre-operative carotid imaging. The average age was 74.8 ± 7.5 years, and 56.0% were men. A total of 19,678 (33%) patients had ultrasound alone with an average of (2.4 ± 1.9) exams prior to CEA. A total of 39,315 patients underwent CSI prior to CEA with 2.5 ± 2.1 ultrasounds, 0.95 ± 0.86 neck CTs and 0.47 ± 0.7 MRIs per patient. The average payment for ultrasound was $140 ± 40, $282 ± 94 for CT and $410 ± 146 for MRI. The average inpatient reimbursements were $7,413 ± 4,215 for patients without CSI compared with $7,792 ± 3,921 for patients with CSI, P < 0.001. The average LOS during CEA admission was 2.5 ± 3.7days. Patients with CSI had a slightly lower percentage of patients being discharged by postoperative day 2 compared with ultrasound alone (88.9% vs. 91.5%, respectively, P < 0.001). The overall in-hospital stroke rate was 0.38% and carotid re-exploration rate was 1.0% and there was no statistical significant difference between groups. Median follow-up was 3.9 years, and mortality at 8 years was 50% and did not statistically differ between groups. CONCLUSIONS: Our analysis found preoperative imaging to include CSI in nearly two-thirds of patients prior to CEA for asymptomatic disease. As imaging and inpatient payments were higher with patients with CSI further work is needed to understand when CSI is appropriate prior to surgical intervention to appropriately allocate healthcare resources.


Assuntos
Doenças das Artérias Carótidas/economia , Endarterectomia das Carótidas/economia , Custos Hospitalares , Reembolso de Seguro de Saúde/economia , Imageamento por Ressonância Magnética/economia , Medicare/economia , Avaliação de Processos e Resultados em Cuidados de Saúde/economia , Tomografia Computadorizada por Raios X/economia , Ultrassonografia/economia , Idoso , Idoso de 80 Anos ou mais , Doenças Assintomáticas , Doenças das Artérias Carótidas/diagnóstico por imagem , Doenças das Artérias Carótidas/mortalidade , Doenças das Artérias Carótidas/cirurgia , Tomada de Decisão Clínica , Análise Custo-Benefício , Endarterectomia das Carótidas/efeitos adversos , Endarterectomia das Carótidas/mortalidade , Feminino , Humanos , Tempo de Internação/economia , Masculino , Valor Preditivo dos Testes , Reoperação/economia , Estudos Retrospectivos , Fatores de Tempo , Resultado do Tratamento , Estados Unidos
8.
JAMA Netw Open ; 4(3): e2037657, 2021 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-33704474

RESUMO

Importance: If magnetic resonance imaging (MRI) mitigates overdiagnosis of prostate cancer while improving the detection of clinically significant cases, including MRI in a screening program for prostate cancer could be considered. Objective: To evaluate the benefit-harm profiles and cost-effectiveness associated with MRI before biopsy compared with biopsy-first screening for prostate cancer using age-based and risk-stratified screening strategies. Design, Setting, and Participants: This decision analytical model used a life-table approach and was conducted between December 2019 and July 2020. A hypothetical cohort of 4.48 million men in England aged 55 to 69 years were analyzed and followed-up to 90 years of age. Exposures: No screening, age-based screening, and risk-stratified screening in the hypothetical cohort. Age-based screening consisted of screening every 4 years with prostate-specific antigen between the ages of 55 and 69 years. Risk-stratified screening used age and polygenic risk profiles. Main Outcomes and Measures: The benefit-harm profile (deaths from prostate cancer, quality-adjusted life-years, overdiagnosis, and biopsies) and cost-effectiveness (net monetary benefit, from a health care system perspective) were analyzed. Both age-based and risk-stratified screening were evaluated using a biopsy-first and an MRI-first diagnostic pathway. Results were derived from probabilistic analyses and were discounted at 3.5% per annum. Results: The hypothetical cohort included 4.48 million men in England, ranging in age from 55 to 69 years (median, 62 years). Compared with biopsy-first age-based screening, MRI-first age-based screening was associated with 0.9% (1368; 95% uncertainty interval [UI], 1370-1409) fewer deaths from prostate cancer, 14.9% (12 370; 95% UI, 11 100-13 670) fewer overdiagnoses, and 33.8% (650 500; 95% UI, 463 200-907 000) fewer biopsies. At 10-year absolute risk thresholds of 2% and 10%, MRI-first risk-stratified screening was associated with between 10.4% (7335; 95% UI, 6630-8098) and 72.6% (51 250; 95% UI, 46 070-56 890) fewer overdiagnosed cancers, respectively, and between 21.7% fewer MRIs (412 100; 95% UI, 411 400-412 900) and 53.5% fewer biopsies (1 016 000; 95% UI, 1 010 000-1 022 000), respectively, compared with MRI-first age-based screening. The most cost-effective strategies at willingness-to-pay thresholds of £20 000 (US $26 000) and £30 000 (US $39 000) per quality-adjusted life-year gained were MRI-first risk-stratified screening at 10-year absolute risk thresholds of 8.5% and 7.5%, respectively. Conclusions and Relevance: In this decision analytical model of a hypothetical cohort, an MRI-first diagnostic pathway was associated with an improvement in the benefit-harm profile and cost-effectiveness of screening for prostate cancer compared with biopsy-first screening. These improvements were greater when using risk-stratified screening based on age and polygenic risk profile and may warrant prospective evaluation.


Assuntos
Biópsia , Análise Custo-Benefício , Detecção Precoce de Câncer , Custos de Cuidados de Saúde , Imageamento por Ressonância Magnética , Programas de Rastreamento/métodos , Neoplasias da Próstata/diagnóstico , Idoso , Beneficência , Biópsia/economia , Detecção Precoce de Câncer/economia , Inglaterra , Humanos , Tábuas de Vida , Imageamento por Ressonância Magnética/economia , Masculino , Programas de Rastreamento/economia , Uso Excessivo dos Serviços de Saúde , Pessoa de Meia-Idade , Probabilidade , Estudos Prospectivos , Neoplasias da Próstata/mortalidade , Anos de Vida Ajustados por Qualidade de Vida , Incerteza
9.
Br J Radiol ; 94(1121): 20201377, 2021 May 01.
Artigo em Inglês | MEDLINE | ID: mdl-33635729

RESUMO

Chronic liver disease (CLD) has rapidly increased in prevalence over the past two decades, resulting in significant morbidity and mortality worldwide. Historically, the clinical gold standard for diagnosis, assessment of severity, and longitudinal monitoring of CLD has been liver biopsy with histological analysis, but this approach has limitations that may make it suboptimal for clinical and research settings. Magnetic resonance (MR)-based biomarkers can overcome the limitations by allowing accurate, precise, and quantitative assessment of key components of CLD without the risk of invasive procedures. This review briefly describes the limitations associated with liver biopsy and the need for non-invasive biomarkers. It then discusses the current state-of-the-art for MRI-based biomarkers of liver iron, fat, and fibrosis, and inflammation.


Assuntos
Hepatopatias/diagnóstico por imagem , Hepatopatias/patologia , Imageamento por Ressonância Magnética/métodos , Biomarcadores/análise , Biópsia , Doença Crônica , Técnicas de Imagem por Elasticidade , Fígado Gorduroso/diagnóstico por imagem , Hepatite/diagnóstico por imagem , Humanos , Ferro/análise , Fígado/patologia , Cirrose Hepática/diagnóstico por imagem , Imageamento por Ressonância Magnética/economia , Hepatopatia Gordurosa não Alcoólica/diagnóstico por imagem
10.
BJU Int ; 128(5): 575-585, 2021 11.
Artigo em Inglês | MEDLINE | ID: mdl-33528886

RESUMO

OBJECTIVES: To compare health-economic aspects of multiple imaging modalities used to monitor renal cysts, the present study evaluates costs and outcomes of patients with Bosniak IIF and III renal cysts detected and followed-up by either contrast-enhanced computed tomography (ceCT), contrast-enhanced magnetic resonance imaging (ceMRI), or contrast-enhanced ultrasonography (CEUS). PATIENTS AND METHODS: A simulation using Markov models was implemented and performed with 10 cycles of 1 year each. Proportionate cohorts were allocated to Markov models by a decision tree processing specific incidences of malignancy and levels of diagnostic performance. Costs of imaging and surgical treatment were investigated using internal data of a European university hospital. Multivariate probabilistic sensitivity analysis was performed to confirm results considering input value uncertainties. Patient outcomes were measured in quality-adjusted life years (QALY), and costs as averages per patient including costs of imaging and surgical treatment. RESULTS: Compared to the 'gold standard' of ceCT, ceMRI was more effective but also more expensive, with a resulting incremental cost-effectiveness ratio (ICER) >€70 000 (Euro) per QALY gained. CEUS was dominant compared to ceCT in both Bosniak IIF and III renal cysts in terms of QALYs and costs. Probabilistic sensitivity analysis confirmed these results in the majority of iterations. CONCLUSION: Both ceMRI and CEUS can be used as alternatives to ceCT in the diagnosis and follow-up of intermediately complex cystic renal lesions without compromising effectiveness, while CEUS is clearly cost-effective. The economic results apply to a large university hospital and must be adapted for smaller hospitals.


Assuntos
Custos de Cuidados de Saúde/estatística & dados numéricos , Doenças Renais Císticas/diagnóstico por imagem , Neoplasias Renais/diagnóstico por imagem , Imageamento por Ressonância Magnética/economia , Tomografia Computadorizada por Raios X/economia , Ultrassonografia/economia , Idoso , Meios de Contraste , Análise Custo-Benefício , Hospitais Universitários/economia , Humanos , Doenças Renais Císticas/cirurgia , Neoplasias Renais/economia , Neoplasias Renais/cirurgia , Cadeias de Markov , Pessoa de Meia-Idade , Anos de Vida Ajustados por Qualidade de Vida
11.
World Neurosurg ; 147: e239-e246, 2021 03.
Artigo em Inglês | MEDLINE | ID: mdl-33316483

RESUMO

OBJECTIVE: In patients with new primary intradural spinal tumors, the best screening strategy for additional central nervous system (CNS) lesions is unclear. The goal of this study was to document the rate of additional CNS tumors in these patients. METHODS: Adults with primary intradural spinal tumors were retrospectively reviewed. Imaging strategy at diagnosis was classified as focused spine (cervical, thoracic, or lumbar), total spine, or complete neuraxis (brain and total spine). Tumor pathology, genetic syndromes, and presence of additional CNS lesions at diagnosis or follow-up were collected. RESULTS: The study comprised 319 patients with mean age of 51 years and mean follow-up of 41 months. In 151 patients with focused spine imaging, 3 (2.0%) were found to have new lesions with 2 (1.4%) requiring treatment. In 35 patients with total spine imaging, there were no additional lesions. In 133 patients with complete neuraxis imaging, 4 (3.0%) were found to have new lesions with 2 (1.5%) requiring treatment. There was no difference in the identification of new lesions (P = 0.542) or new lesions requiring treatment (P = 0.772) across imaging strategies. Among patients without genetic syndromes, rates of new lesions requiring treatment were 1.4% for focused spine, 0% for total spine, and 2.2% for complete neuraxis (P = 0.683). There were no cases of delayed identification causing risk to life or neurological function. Complete neuraxis imaging carried an increased charge of $4420 per patient. CONCLUSIONS: Among patients without an underlying genetic syndrome, the likelihood of identifying additional CNS lesions requiring treatment is low. In appropriate cases, focused spine imaging may be a more cost-effective strategy.


Assuntos
Análise Custo-Benefício/normas , Preços Hospitalares/normas , Imageamento por Ressonância Magnética/economia , Imageamento por Ressonância Magnética/normas , Neoplasias da Medula Espinal/diagnóstico por imagem , Neoplasias da Medula Espinal/economia , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Vértebras Cervicais/diagnóstico por imagem , Vértebras Cervicais/cirurgia , Feminino , Humanos , Vértebras Lombares/diagnóstico por imagem , Vértebras Lombares/cirurgia , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Neoplasias da Medula Espinal/cirurgia , Vértebras Torácicas/diagnóstico por imagem , Vértebras Torácicas/cirurgia , Adulto Jovem
12.
PLoS One ; 15(12): e0243282, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-33270739

RESUMO

OBJECTIVE: There are concerns that lumbar spine imaging represents low value care. Our aim was to examine the use of lumbar spine imaging [radiography, computed tomography (CT), magnetic resonance imaging (MRI)] over 20 years, and costs and person-level characteristics of imaging in a large cohort of Australian women. METHODS: The Australian Longitudinal Study on Women's Health (ALSWH) is a longitudinal population-based survey of women randomly selected from national health insurance scheme (Medicare) database. This study examined 13458 women born in 1973-1978 who consented to link their ALSWH and Medical Benefits Scheme records. Self-reported data on demographics, body mass index, depression, physical and mental health, and back pain were collected in each survey performed in 1996, 2000, 2003, 2006, 2009, 2012, and 2015. Data on lumbar spine imaging from 1996 to 2015 were obtained from the Medical Benefits Scheme database. RESULTS: 38.9% of women underwent some form of lumbar spine imaging over 20 years. While radiography increased from 1996 to 2011 and decreased thereafter, CT and MRI continued to increase from 1996 to 2015. In women with self-reported back pain, depression and poorer physical health were associated with imaging, with no significant differences in types of imaging. Based on imaging rates in ALSWH, the estimated costs for Australian women aged 30-39 years were AU$51,735,649 over 2011-2015. CONCLUSIONS: Lumbar spine imaging was common in population-based Australian women, with rates increasing over 20 years. Depression and poor physical health were associated with lumbar spine imaging. Raising awareness of this in clinicians is likely to result in significant cost savings if clinical guidelines are followed, with the potential of freeing resources for high value care and health outcomes.


Assuntos
Região Lombossacral/diagnóstico por imagem , Imageamento por Ressonância Magnética/economia , Adulto , Idoso , Austrália/epidemiologia , Dor nas Costas/psicologia , Custos e Análise de Custo , Feminino , Humanos , Estudos Longitudinais , Vértebras Lombares/diagnóstico por imagem , Imageamento por Ressonância Magnética/estatística & dados numéricos , Imageamento por Ressonância Magnética/tendências , Pessoa de Meia-Idade , Programas Nacionais de Saúde , Radiografia , Saúde da Mulher
14.
Pancreas ; 49(8): 1052-1056, 2020 09.
Artigo em Inglês | MEDLINE | ID: mdl-32769852

RESUMO

OBJECTIVE: The aim of the study was to assess cost-effectiveness of abdominal ultrasound, magnetic resonance imaging, endoscopic ultrasound, computed tomography, positron emission tomography, and no screening for pancreatic cancer screening in familial high-risk individuals (HRIs). METHODS: We developed decision trees with Markov models for a hypothetical cohort of familial HRIs at the age of 50 year using a healthcare sector perspective and a lifetime horizon. Main outcomes were costs, quality-adjusted life-years (QALYs), and incremental cost-effectiveness ratios. RESULTS: In a base-case analysis, abdominal ultrasound was the most cost-effective (US $11,035, 17.4875 QALYs). Magnetic resonance imaging yielded the best benefits. Cost-effectiveness was sensitive to the incidence of pancreatic cancer. Endoscopic ultrasound was more cost-effective than abdominal ultrasound when the incidence of pancreatic cancer was greater than 0.008 and under 0.016. Magnetic resonance imaging was more cost-effective than endoscopic ultrasound when the incidence of pancreatic cancer was greater than 0.016. Probabilistic sensitivity analysis using Monte-Carlo simulation for 10,000 trials demonstrated that abdominal ultrasound was cost-effective 76% of the time at a willingness-to-pay threshold of US $50,000/QALY gained. CONCLUSIONS: Abdominal ultrasound is the most cost-effective and recommended for pancreatic cancer screening in familial HRIs in Japan. Evaluating the risk of pancreatic cancer among familial HRIs as a target for screening is significant.


Assuntos
Detecção Precoce de Câncer/economia , Imageamento por Ressonância Magnética/economia , Pâncreas/diagnóstico por imagem , Neoplasias Pancreáticas/diagnóstico , Ultrassonografia/economia , Análise Custo-Benefício , Detecção Precoce de Câncer/métodos , Endossonografia/métodos , Feminino , Humanos , Japão , Imageamento por Ressonância Magnética/métodos , Masculino , Cadeias de Markov , Pessoa de Meia-Idade , Tomografia por Emissão de Pósitrons/métodos , Fatores de Risco , Sensibilidade e Especificidade , Tomografia Computadorizada por Raios X/métodos , Ultrassonografia/métodos
15.
Pediatr Neurosurg ; 55(3): 141-148, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32829333

RESUMO

INTRODUCTION: Magnetic resonance-guided laser interstitial thermal therapy (MRgLITT) is a new technology that provides a clinically efficacious and minimally invasive alternative to conventional microsurgical resection. However, little data exist on how costs compare to traditional open surgery. The goal of this paper is to investigate the cost-effectiveness of MRgLITT in the treatment of pediatric epilepsy. METHODS: We retrospectively analyzed the medical records of pediatric patients who underwent MRgLITT via the Visualase® thermal therapy system (Medtronic, Inc., Minneapolis, MN, USA) between December 2013 and September 2017. Direct costs associated with preoperative, operative, and follow-up care were extracted. Benefit was calculated in quality-adjusted life years (QALYs), and the cost-effectiveness was derived from the discounted total direct costs over QALY. Sensitivity analysis on 4 variables was utilized to assess the validity of our results. RESULTS: Twelve consecutive pediatric patients with medically refractory epilepsy underwent MRgLITT procedures. At the last postoperative follow-up, 8 patients were seizure free (Engel I, 66.7%), 2 demonstrated significant improvement (Engel II, 16.7%), and 2 patients showed worthwhile improvement (Engel III, 16.7%). The average cumulative discounted QALY was 2.11 over the lifetime of a patient. Adjusting for inflation, MRgLITT procedures had a cost-effectiveness of USD 22,211 per QALY. Our sensitivity analysis of cost variables is robust and supports the procedure to be cost--effective. CONCLUSION: Our data suggests that MRgLITT may be a cost-effective alternative to traditional surgical resection in pediatric epilepsy surgery.


Assuntos
Análise Custo-Benefício/métodos , Epilepsia Resistente a Medicamentos/cirurgia , Hipertermia Induzida/métodos , Monitorização Neurofisiológica Intraoperatória/métodos , Terapia a Laser/métodos , Imageamento por Ressonância Magnética/métodos , Adolescente , Criança , Pré-Escolar , Epilepsia Resistente a Medicamentos/diagnóstico por imagem , Epilepsia Resistente a Medicamentos/economia , Líquido Extracelular/fisiologia , Feminino , Seguimentos , Humanos , Hipertermia Induzida/economia , Monitorização Neurofisiológica Intraoperatória/economia , Terapia a Laser/economia , Imageamento por Ressonância Magnética/economia , Masculino , Estudos Retrospectivos , Adulto Jovem
16.
J Surg Res ; 256: 317-327, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-32712447

RESUMO

BACKGROUND: Although many patients with locally advanced rectal cancer undergo restaging imaging after neoadjuvant chemoradiotherapy and before surgery, the benefit of this practice is unclear. The purpose of this study was to examine the impact of reimaging on outcomes. MATERIALS AND METHODS: We performed a retrospective analysis of consecutive patients with stage 2 and 3 rectal adenocarcinoma treated with neoadjuvant chemoradiotherapy between May 2005 and April 2018. Patient and disease characteristics, imaging, treatment, and oncologic outcomes were compared between those who underwent restaging and those who went directly to surgery. Predictors of outcomes and cost effectiveness of restaging were determined. RESULTS: Of 224 patients, 146 underwent restaging. Six restaged patients had findings leading to a change in management. There was no difference in freedom from recurrence (P = 0.807) and overall survival (P = 0.684) based on restaging. Pretreatment carcinoembryonic antigen level >3 ng/mL (P = 0.010), clinical T stage 4 (P = 0.016), and pathologic T4 (P = 0.047) and N2 (P = 0.002) disease increased the risk of death, whereas adjuvant chemotherapy decreased the risk of death (P < 0.001) on multivariate analysis. Disease recurrence was lower with pelvic exenteration (P = 0.005) and in females (P = 0.039) and higher with pathologic N2 (P = 0.003) and N3 (P = 0.002) disease. The average cost of reimaging is $40,309 per change in management; however, $45 is saved per patient when downstream surgical costs are considered. CONCLUSIONS: Imaging restaging after neoadjuvant chemoradiotherapy in patients with locally advanced rectal cancer rarely changes treatment and does not improve survival. In a subset of patients at higher risk for worse outcome, reimaging may be beneficial.


Assuntos
Adenocarcinoma/diagnóstico , Terapia Neoadjuvante/métodos , Recidiva Local de Neoplasia/epidemiologia , Neoplasias Retais/diagnóstico , Reto/diagnóstico por imagem , Adenocarcinoma/mortalidade , Adenocarcinoma/patologia , Adenocarcinoma/terapia , Adulto , Idoso , Idoso de 80 Anos ou mais , Quimiorradioterapia Adjuvante , Redução de Custos , Análise Custo-Benefício , Intervalo Livre de Doença , Feminino , Humanos , Estimativa de Kaplan-Meier , Imageamento por Ressonância Magnética/economia , Masculino , Pessoa de Meia-Idade , Recidiva Local de Neoplasia/diagnóstico , Recidiva Local de Neoplasia/prevenção & controle , Estadiamento de Neoplasias/economia , Estadiamento de Neoplasias/métodos , Tomografia por Emissão de Pósitrons combinada à Tomografia Computadorizada/economia , Protectomia/economia , Estudos Prospectivos , Neoplasias Retais/mortalidade , Neoplasias Retais/patologia , Neoplasias Retais/terapia , Reto/efeitos dos fármacos , Reto/efeitos da radiação , Reto/cirurgia , Estudos Retrospectivos , Carga Tumoral/efeitos dos fármacos , Carga Tumoral/efeitos da radiação
17.
Ann Intern Med ; 173(5): 331-341, 2020 09 01.
Artigo em Inglês | MEDLINE | ID: mdl-32628531

RESUMO

BACKGROUND: Surveillance with annual mammography and breast magnetic resonance imaging (MRI) is recommended for female survivors of childhood cancer treated with chest radiation, yet benefits, harms, and costs are uncertain. OBJECTIVE: To compare the benefits, harms, and cost-effectiveness of breast cancer screening strategies in childhood cancer survivors. DESIGN: Collaborative simulation modeling using 2 Cancer Intervention and Surveillance Modeling Network breast cancer models. DATA SOURCES: Childhood Cancer Survivor Study and published data. TARGET POPULATION: Women aged 20 years with a history of chest radiotherapy. TIME HORIZON: Lifetime. PERSPECTIVE: Payer. INTERVENTION: Annual MRI with or without mammography, starting at age 25, 30, or 35 years. OUTCOME MEASURES: Breast cancer deaths averted, false-positive screening results, benign biopsy results, and incremental cost-effectiveness ratios (ICERs). RESULTS OF BASE-CASE ANALYSIS: Lifetime breast cancer mortality risk without screening was 10% to 11% across models. Compared with no screening, starting at age 25 years, annual mammography with MRI averted the most deaths (56% to 71%) and annual MRI (without mammography) averted 56% to 62%. Both strategies had the most screening tests, false-positive screening results, and benign biopsy results. For an ICER threshold of less than $100 000 per quality-adjusted life-year gained, screening beginning at age 30 years was preferred. RESULTS OF SENSITIVITY ANALYSIS: Assuming lower screening performance, the benefit of adding mammography to MRI increased in both models, although the conclusions about preferred starting age remained unchanged. LIMITATION: Elevated breast cancer risk was based on survivors diagnosed with childhood cancer between 1970 and 1986. CONCLUSION: Early initiation (at ages 25 to 30 years) of annual breast cancer screening with MRI, with or without mammography, might reduce breast cancer mortality by half or more in survivors of childhood cancer. PRIMARY FUNDING SOURCE: American Cancer Society and National Institutes of Health.


Assuntos
Neoplasias da Mama/diagnóstico , Sobreviventes de Câncer , Detecção Precoce de Câncer , Mamografia , Radiografia Torácica/efeitos adversos , Adulto , Neoplasias da Mama/diagnóstico por imagem , Neoplasias da Mama/economia , Neoplasias da Mama/etiologia , Sobreviventes de Câncer/estatística & dados numéricos , Análise Custo-Benefício , Detecção Precoce de Câncer/efeitos adversos , Detecção Precoce de Câncer/economia , Detecção Precoce de Câncer/métodos , Feminino , Humanos , Imageamento por Ressonância Magnética/efeitos adversos , Imageamento por Ressonância Magnética/economia , Mamografia/efeitos adversos , Mamografia/economia , Modelos Estatísticos , Guias de Prática Clínica como Assunto , Adulto Jovem
18.
Clin Breast Cancer ; 20(6): e723-e748, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-32665191

RESUMO

Pathologic nipple discharge (PND) is one of the most common breast-related complaints for referral because of its supposed association with breast cancer. The aim of this network meta-analysis (NMA) was to compare the diagnostic efficacy of ultrasound, mammogram, cytology, magnetic resonance imaging (MRI), and ductoscopy in patients with PND, as well as to determine the best diagnostic strategy to assess the risk of malignancy as cause for PND. Cochrane Library, PubMed, and Embase were searched to collect relevant literature from the inception of each of the diagnostic methods until January 27, 2020. The search yielded 1472 original citations, of which 36 studies with 3764 patients were finally included for analysis. Direct and indirect comparisons were performed using an NMA approach to evaluate the combined odd ratios and to determine the surface under the cumulative ranking curves (SUCRA) of the diagnostic value of different imaging methods for the detection of breast cancer in patients with PND. Additionally, a subgroup meta-analysis comparing ductoscopy to MRI when conventional imaging was negative was also performed. According to this NMA, sensitivity for detection of malignancy in patients with PND was highest for MRI (83%), followed by ductoscopy (58%), ultrasound (50%), cytology (38%), and mammogram (22%). Specificity was highest for mammogram (93%) followed by ductoscopy (92%), cytology (90%), MRI (76%), and ultrasound (69%). Diagnostic accuracy was the highest for ductoscopy (88%), followed by cytology (82%), MRI (77%), mammogram (76%), and ultrasound (65%). Subgroup meta-analysis (comparing ductoscopy to MRI when ultrasound and mammogram were negative) showed no significant difference in sensitivity, but ductoscopy was statistically significantly better with regard to specificity and diagnostic accuracy. The results from this NMA indicate that although ultrasound and mammogram may remain low-cost useful first choices for the detection of malignancy in patients with PND, ductoscopy outperforms most imaging techniques (especially MRI) and cytology.


Assuntos
Neoplasias da Mama/diagnóstico , Derrame Papilar , Mamilos/diagnóstico por imagem , Neoplasias da Mama/economia , Neoplasias da Mama/patologia , Diagnóstico Diferencial , Endoscopia/economia , Endoscopia/estatística & dados numéricos , Feminino , Humanos , Imageamento por Ressonância Magnética/economia , Imageamento por Ressonância Magnética/estatística & dados numéricos , Mamografia/economia , Mamografia/estatística & dados numéricos , Metanálise em Rede , Mamilos/patologia , Sensibilidade e Especificidade , Ultrassonografia Mamária/economia , Ultrassonografia Mamária/estatística & dados numéricos
19.
JAMA Oncol ; 6(9): 1381-1389, 2020 09 01.
Artigo em Inglês | MEDLINE | ID: mdl-32729887

RESUMO

Importance: For women with a 20% or more familial risk of breast cancer without a known BRCA1/2 (BRCA1, OMIM 113705; and BRCA2, OMIM 114480) or TP53 (OMIM 151623) variant, screening guidelines vary substantially, and cost-effectiveness analyses are scarce. Objective: To assess the cost-effectiveness of magnetic resonance imaging (MRI) screening strategies for women with a 20% or more familial risk for breast cancer without a known BRCA1/2 or TP53 variant. Design, Setting, and Participants: In this economic evaluation, conducted from February 1, 2019, to May 25, 2020, microsimulation modeling was used to estimate costs and effectiveness on a lifetime horizon from age 25 years until death of MRI screening among a cohort of 10 million Dutch women with a 20% or more familial risk for breast cancer without a known BRCA1/2 or TP53 variant. A Dutch screening setting was modeled. Most data were obtained from the randomized Familial MRI Screening (FaMRIsc) trial, which included Dutch women aged 30 to 55 years. A health care payer perspective was applied. Interventions: Several screening protocols with varying ages and intervals including those of the randomized FaMRIsc trial, consisting of the mammography (Mx) protocol (annual mammography and clinical breast examination) and the MRI protocol (annual MRI and clinical breast examination plus biennial mammography). Main Outcomes and Measures: Costs, life-years, quality-adjusted life-years (QALYs), and incremental cost-effectiveness ratios (ICERs) were calculated and discounted by 3%. A threshold of €22 000 (US $24 795.87) per QALY was applied. Results: This economic evaluation modeling study estimated that, on a lifetime horizon per 1000 women with the Mx protocol of the FaMRIsc trial, 346 breast cancers would be detected, and 49 women were estimated to die from breast cancer, resulting in 22 885 QALYs and total costs of €7 084 767 (US $7 985 134.61). The MRI protocol resulted in 79 additional QALYs and additional €2 657 266 (US $2 994 964.65). Magnetic resonance imaging performed only every 18 months between the ages of 35 and 60 years followed by the national screening program was considered optimal, with an ICER of €21 380 (US $24 097.08) compared with the previous nondominated strategy in the ranking, when applying the National Institute for Health and Care Excellence threshold. Annual screening alternating MRI and mammography between the ages of 35 and 60 years, followed by the national screening program, gave similar outcomes. Higher thresholds would favor annual MRI screening. The ICER was most sensitive to the unit cost of MRI and the utility value for ductal carcinoma in situ and localized breast cancer. Conclusions and Relevance: This study suggests that MRI screening every 18 months between the ages of 35 and 60 years for women with a family history of breast cancer is cost-effective within the National Institute for Health and Care Excellence threshold for all densities. Higher thresholds would favor annual MRI screening. These outcomes support a change of current screening guidelines for this specific risk group and support MRI screening.


Assuntos
Neoplasias da Mama/economia , Análise Custo-Benefício/economia , Detecção Precoce de Câncer/economia , Imageamento por Ressonância Magnética/economia , Adulto , Proteína BRCA1/genética , Proteína BRCA2/genética , Neoplasias da Mama/diagnóstico , Neoplasias da Mama/diagnóstico por imagem , Neoplasias da Mama/epidemiologia , Feminino , Predisposição Genética para Doença/genética , Humanos , Pessoa de Meia-Idade , Fatores de Risco , Proteína Supressora de Tumor p53/genética
20.
Eur Radiol ; 30(11): 6003-6013, 2020 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-32588209

RESUMO

OBJECTIVES: The primary objective was to compare the performance of 3 different abbreviated MRI (AMRI) sets extracted from a complete gadoxetate-enhanced MRI obtained for hepatocellular carcinoma (HCC) screening. Secondary objective was to perform a preliminary cost-effectiveness analysis, comparing each AMRI set to published ultrasound performance for HCC screening in the USA. METHODS: This retrospective study included 237 consecutive patients (M/F, 146/91; mean age, 58 years) with chronic liver disease who underwent a complete gadoxetate-enhanced MRI for HCC screening in 2017 in a single institution. Two radiologists independently reviewed 3 AMRI sets extracted from the complete exam: non-contrast (NC-AMRI: T2-weighted imaging (T2wi)+diffusion-weighted imaging (DWI)), dynamic-AMRI (Dyn-AMRI: T2wi+DWI+dynamic T1wi), and hepatobiliary phase AMRI (HBP-AMRI: T2wi+DWI+T1wi during the HBP). Each patient was classified as HCC-positive/HCC-negative based on the reference standard, which consisted in all available patient data. Diagnostic performance for HCC detection was compared between sets. Estimated set characteristics, including historical ultrasound data, were incorporated into a microsimulation model for cost-effectiveness analysis. RESULTS: The reference standard identified 13/237 patients with HCC (prevalence, 5.5%; mean size, 33.7 ± 30 mm). Pooled sensitivities were 61.5% for NC-AMRI (95% confidence intervals, 34.4-83%), 84.6% for Dyn-AMRI (60.8-95.1%), and 80.8% for HBP-AMRI (53.6-93.9%), without difference between sets (p range, 0.06-0.16). Pooled specificities were 95.5% (92.4-97.4%), 99.8% (98.4-100%), and 94.9% (91.6-96.9%), respectively, with a significant difference between Dyn-AMRI and the other sets (p < 0.01). All AMRI methods were effective compared with ultrasound, with life-year gain of 3-12 months against incremental costs of US$ < 12,000. CONCLUSIONS: NC-AMRI has limited sensitivity for HCC detection, while HBP-AMRI and Dyn-AMRI showed excellent sensitivity and specificity, the latter being slightly higher for Dyn-AMRI. Cost-effectiveness estimates showed that AMRI is effective compared with ultrasound. KEY POINTS: • Comparison of different abbreviated MRI (AMRI) sets reconstructed from a complete gadoxetate MRI demonstrated that non-contrast AMRI has low sensitivity (61.5%) compared with contrast-enhanced AMRI (80.8% for hepatobiliary phase AMRI and 84.6% for dynamic AMRI), with all sets having high specificity. • Non-contrast and hepatobiliary phase AMRI can be performed in less than 14 min (including set-up time), while dynamic AMRI can be performed in less than 17 min. • All AMRI sets were cost-effective for HCC screening in at-risk population in comparison with ultrasound.


Assuntos
Carcinoma Hepatocelular/diagnóstico por imagem , Cirrose Hepática/complicações , Neoplasias Hepáticas/diagnóstico por imagem , Adulto , Idoso , Idoso de 80 Anos ou mais , Carcinoma Hepatocelular/complicações , Doença Crônica , Meios de Contraste , Análise Custo-Benefício , Imagem de Difusão por Ressonância Magnética/economia , Imagem de Difusão por Ressonância Magnética/métodos , Detecção Precoce de Câncer/métodos , Feminino , Gadolínio DTPA , Humanos , Hepatopatias , Neoplasias Hepáticas/complicações , Imageamento por Ressonância Magnética/economia , Imageamento por Ressonância Magnética/métodos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Fatores de Risco , Sensibilidade e Especificidade , Adulto Jovem
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