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1.
J Imaging Inform Med ; 2024 Apr 08.
Artigo em Inglês | MEDLINE | ID: mdl-38587766

RESUMO

Automated segmentation tools often encounter accuracy and adaptability issues when applied to images of different pathology. The purpose of this study is to explore the feasibility of building a workflow to efficiently route images to specifically trained segmentation models. By implementing a deep learning classifier to automatically classify the images and route them to appropriate segmentation models, we hope that our workflow can segment the images with different pathology accurately. The data we used in this study are 350 CT images from patients affected by polycystic liver disease and 350 CT images from patients presenting with liver metastases from colorectal cancer. All images had the liver manually segmented by trained imaging analysts. Our proposed adaptive segmentation workflow achieved a statistically significant improvement for the task of total liver segmentation compared to the generic single-segmentation model (non-parametric Wilcoxon signed rank test, n = 100, p-value << 0.001). This approach is applicable in a wide range of scenarios and should prove useful in clinical implementations of segmentation pipelines.

2.
Med Phys ; 51(6): 4231-4242, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38353644

RESUMO

BACKGROUND: Computed tomography (CT) is routinely used to guide cryoablation procedures. Notably, CT-guidance provides 3D localization of cryoprobes and can be used to delineate frozen tissue during ablation. However, metal-induced artifacts from ablation probes can make accurate probe placement challenging and degrade the ice ball conspicuity, which in combination could lead to undertreatment of potentially curable lesions. PURPOSE: In this work, we propose an image-based neural network (CNN) model for metal artifact reduction for CT-guided interventional procedures. METHODS: An image domain metal artifact simulation framework was developed and validated for deep-learning-based metal artifact reduction for interventional oncology (MARIO). CT scans were acquired for 19 different cryoablation probe configurations. The probe configurations varied in the number of probes and the relative orientations. A combination of intensity thresholding and masking based on maximum intensity projections (MIPs) was used to segment both the probes only and probes + artifact in each phantom image. Each of the probe and probe + artifact images were then inserted into 19 unique patient exams, in the image domain, to simulate metal artifact appearance for CT-guided interventional oncology procedures. The resulting 361 pairs of simulated image volumes were partitioned into disjoint training and test datasets of 304 and 57 volumes, respectively. From the training partition, 116 600 image patches with a shape of 128 × 128 × 5 pixels were randomly extracted to be used for training data. The input images consisted of a superposition of the patient and probe + artifact images. The target images consisted of a superposition of the patient and probe only images. This dataset was used to optimize a U-Net type model. The trained model was then applied to 50 independent, previously unseen CT images obtained during renal cryoablations. Three board-certified radiologists with experience in CT-guided ablations performed a blinded review of the MARIO images. A total of 100 images (50 original, 50 MARIO processed) were assessed across different aspects of image quality on a 4-point likert-type item. Statistical analyses were performed using Wilcoxon signed-rank test for paired samples. RESULTS: Reader scores were significantly higher for MARIO processed images compared to the original images across all metrics (all p < 0.001). The average scores of the overall image quality, iceball conspicuity, overall metal artifact, needle tip visualization, target region confidence, and worst metal artifact, needle tip visualization, iceball conspicuity, and target region confidence improved by 34.91%, 36.29%, 39.94%, 34.17%, 35.13%, and 45.70%, respectively. CONCLUSIONS: The proposed method of image-based metal artifact simulation can be used to train a MARIO algorithm to effectively reduce probe-related metal artifacts in CT-guided cryoablation procedures.


Assuntos
Artefatos , Processamento de Imagem Assistida por Computador , Metais , Tomografia Computadorizada por Raios X , Processamento de Imagem Assistida por Computador/métodos , Redes Neurais de Computação , Humanos , Cirurgia Assistida por Computador/métodos , Aprendizado Profundo , Criocirurgia/métodos , Imagens de Fantasmas
3.
Chest ; 165(5): 1247-1259, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38103730

RESUMO

BACKGROUND: Prolonged survival of patients with metastatic disease has furthered interest in metastasis-directed therapy (MDT). RESEARCH QUESTION: There is a paucity of data comparing lung MDT modalities. Do outcomes among sublobar resection (SLR), stereotactic body radiation therapy (SBRT), and percutaneous ablation (PA) for lung metastases vary in terms of local control and survival? STUDY DESIGN AND METHODS: Medical records of patients undergoing lung MDT at a single cancer center between January 2015 and December 2020 were reviewed. Overall survival, local progression, and toxicity outcomes were collected. Patient and lesion characteristics were used to generate multivariable models with propensity weighted analysis. RESULTS: Lung MDT courses (644 total: 243 SLR, 274 SBRT, 127 PA) delivered to 511 patients were included with a median follow-up of 22 months. There were 47 local progression events in 45 patients, and 159 patients died. Two-year overall survival and local progression were 80.3% and 63.3%, 83.8% and 9.6%, and 4.1% and 11.7% for SLR, SBRT, and PA, respectively. Lesion size per 1 cm was associated with worse overall survival (hazard ratio, 1.24; P = .003) and LP (hazard ratio, 1.50; P < .001). There was no difference in overall survival by modality. Relative to SLR, there was no difference in risk of local progression with PA; however, SBRT was associated with a decreased risk (hazard ratio, 0.26; P = .023). Rates of severe toxicity were low (2.1%-2.6%) and not different among groups. INTERPRETATION: This study performs a propensity weighted analysis of SLR, SBRT, and PA and shows no impact of lung MDT modality on overall survival. Given excellent local control across MDT options, a multidisciplinary approach is beneficial for patient triage and longitudinal management.


Assuntos
Neoplasias Pulmonares , Radiocirurgia , Humanos , Neoplasias Pulmonares/patologia , Neoplasias Pulmonares/mortalidade , Neoplasias Pulmonares/radioterapia , Radiocirurgia/métodos , Masculino , Feminino , Pessoa de Meia-Idade , Idoso , Estudos Retrospectivos , Pneumonectomia/métodos , Resultado do Tratamento , Taxa de Sobrevida , Pontuação de Propensão
4.
AJR Am J Roentgenol ; 221(4): 503-516, 2023 10.
Artigo em Inglês | MEDLINE | ID: mdl-37222277

RESUMO

Musculoskeletal interventional oncology is an emerging field that addresses the limitations of conventional therapies for bone and soft-tissue tumors. The field's growth has been driven by evolving treatment paradigms, expanding society guidelines, mounting supportive literature, technologic advances, and cross-specialty collaboration with medical, surgical, and radiation oncology. Safe, effective, and durable pain palliation, local control, and stabilization of musculoskeletal tumors are increasingly achieved through an expanding array of contemporary minimally invasive percutaneous image-guided treatments, including ablation, osteoplasty, vertebral augmentation (with or without mechanical reinforcement via implants), osseous consolidation via percutaneous screw fixation (with or without osteoplasty), tumor embolization, and neurolysis. These interventions may be used for curative or palliative indications and can be readily combined with systemic therapies. Therapeutic approaches include the combination of different interventional oncology techniques as well as the sequential application of such techniques with other local treatments, including surgery or radiation. This article reviews the current practice of interventional oncology treatments for the management of patients with bone and soft-tissue tumors with a focus on emerging technologies and techniques.


Assuntos
Neoplasias Ósseas , Humanos , Neoplasias Ósseas/diagnóstico por imagem , Neoplasias Ósseas/cirurgia , Manejo da Dor/métodos , Osso e Ossos , Oncologia , Coluna Vertebral
5.
J Vasc Interv Radiol ; 34(8): 1303-1310, 2023 08.
Artigo em Inglês | MEDLINE | ID: mdl-37100197

RESUMO

PURPOSE: To evaluate the oncologic outcomes and adverse events associated with cryoablation of plasmacytomas. MATERIALS AND METHODS: Retrospective review of an institutional percutaneous ablation database showed that 43 patients underwent 46 percutaneous cryoablation procedures for treatment of 44 plasmacytomas between May 2004 and March 2021. The treatment of 25 (25 of 44, 56.8%) tumors was augmented with bone consolidation/cementoplasty. The median patient age was 64 years (interquartile range [IQR], 54-69), and 30 of 43 (69.8%) patients were men. The median maximum plasmacytoma diameter was 5.0 cm (IQR, 3.1-7.0). Thirty of 44 (68.2%) tumors were periacetabular, vertebral, or located in the iliac wing. Twenty-nine of 44 (65.9%) cryoablated plasmacytomas were recurrent tumors after prior external beam radiation therapy (EBRT). Survival analyses were performed using the Kaplan-Meier method. Adverse events were graded using Society of Interventional Radiology criteria. RESULTS: The 5-year estimated local tumor recurrence-free survival was 85.3% (95% CI, 74.1%-98.1%), the 5-year estimated new plasmacytoma-free survival was 49.9% (95% CI, 33.9%-73.4%), and the 5-year estimated overall survival was 70.4% (95% CI, 56.9%-87.1%). Nine of 46 (19.6%) major adverse events occurred in 8 patients, including 3 of 46 (6.5%) new or progressive pathologic fractures at the ablation site requiring surgical intervention, 3 of 46 (6.5%) nerve injuries, 1 of 46 (2.2%) avascular necrosis and femoral head collapse, 1 of 46 (2.2%) septic arthritis, and 1 of 46 (2.2%) acute renal failure caused by rhabdomyolysis. CONCLUSIONS: Percutaneous cryoablation is a viable treatment option for patients with plasmacytomas, including those with recurrent plasmacytomas after EBRT. Postcryoablation adverse events are relatively common.


Assuntos
Carcinoma de Células Renais , Criocirurgia , Neoplasias Renais , Masculino , Humanos , Pessoa de Meia-Idade , Feminino , Neoplasias Renais/patologia , Resultado do Tratamento , Criocirurgia/métodos , Recidiva Local de Neoplasia/cirurgia , Carcinoma de Células Renais/cirurgia , Estudos Retrospectivos
6.
Radiographics ; 42(6): 1812-1828, 2022 10.
Artigo em Inglês | MEDLINE | ID: mdl-36190855

RESUMO

Thyroid nodule treatment has significantly evolved over recent years with attempts to individualize treatment on the basis of the cause of the nodule and patient performance status. The risks and complications associated with surgery and radioactive iodine have promoted interest in additional therapies such as radiofrequency ablation (RFA). RFA creates an electrical current through a target tissue (thyroid nodule) with resultant tissue heating causing coagulative necrosis. National and international groups are beginning to recognize the role of RFA as a viable therapeutic option in the treatment of thyroid nodules. Based on numerous guidelines, RFA is indicated in the treatment of symptomatic benign nodules and autonomously functioning nodules when surgery is refused or when the patient would not tolerate surgery. The treatment of thyroid malignancy with RFA is controversial, with some groups advocating for its use in the treatment of small papillary thyroid cancers in specific scenarios. The most important aspect of RFA is the preprocedural workup and adequate patient selection. Procedural technique varies among centers. However, RFA is typically performed as a single-day-admission outpatient procedure. Methods such as hydrodissection and a moving shot technique are employed to ensure adequate coverage of the nodule without overtreating the peripheries and damaging sensitive structures. As a result, the procedure is well tolerated, and major complications such as recurrent laryngeal nerve injury and nodule rupture are very rare. In the proper patient cohort, thyroid RFA offers an efficacious and safe option in the management of thyroid nodules. An invited commentary by Filippiadis and Vrachliotis is available online. ©RSNA, 2022.


Assuntos
Ablação por Cateter , Ablação por Radiofrequência , Neoplasias da Glândula Tireoide , Nódulo da Glândula Tireoide , Ablação por Cateter/efeitos adversos , Humanos , Radioisótopos do Iodo , Ablação por Radiofrequência/métodos , Neoplasias da Glândula Tireoide/diagnóstico por imagem , Neoplasias da Glândula Tireoide/radioterapia , Neoplasias da Glândula Tireoide/cirurgia , Nódulo da Glândula Tireoide/diagnóstico por imagem , Nódulo da Glândula Tireoide/cirurgia , Resultado do Tratamento
7.
J Thorac Dis ; 14(4): 939-951, 2022 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-35572874

RESUMO

Background: Percutaneous ablation is an alternative treatment for lung cancer in non-operable patients. This is a prospective clinical trial for percutaneous microwave ablation (pMWA) of biopsy-proven lung cancer to demonstrate safety and efficacy. Methods: A prospective trial from 6-1-2016 to 1-1-2019 enrolled patients with biopsy-proven primary or metastatic lung cancer <3 cm in size and 1 cm away from the pleura for pMWA with the Emprint Ablation System with Thermosphere Technology for Phase I analysis, (Clinicaltrials.gov; #NCT0267302). Patients were followed for 1 year with PET/CT and PET/MR to determine patterns of recurrence and efficacy of ablation. Results: After 12 patients consented for biopsy, 6 patients underwent treatment of 7 lesions, 3/6 women, median age of 67 (IQR, 65-70) years, body mass index (BMI): 27.8 (IQR, 21.4-32.1) kg/m2, lesion distance to pleura 24.4 (IQR, 13-38) mm, lesion size of 10.7 (IQR, 6-14) mm, and ablation duration time 5.9 (IQR, 3-10) minutes. pMWA were completed at 75 W. Twelve adverse events were reported (1 Grade 3, 3 Grade 2, and 8 Grade 1 events) with Grade 4 or 5 events. Mean % change after ablation in forced expiratory volume in one second (FEV1) was -2% and diffusion capacity for carbon monoxide (DLCO) was -1%. After 2-3 months, the lesions would decrease in size, rim thickness, fluorodeoxyglucose (FDG) activity, and T2 signal. FDG activity after 6 months was below blood pool in all cases. The ablation zones stabilized by 6-12 months. One patient expired during the study from pneumonia unrelated to ablation without local recurrence. Of the seven ablations during the 1 year follow-up, there was local tumor recurrence at 271 days following ablation at the apex of the ablation zone, subsequently successfully treated with percutaneous cryoablation (Cryo). Conclusions: pMWA appears to be a safe and effective mechanism for treatment of primary and secondary tumors of the lung, with possible preservation of pulmonary function.

8.
Fetal Diagn Ther ; 49(5-6): 250-255, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35490675

RESUMO

INTRODUCTION: Congenital pulmonary airway malformations (CPAMs) complicated by hydrops portend significant morbidity and mortality, with fetal survival estimates less than 10%. CASE PRESENTATION: We report successful use of ultrasound-guided radiofrequency ablation at 21-week gestation in a hydropic fetus with CPAM, with subsequent resolution of hydrops. Thirty-two-week MRI noted persistent mediastinal shift, and US at 36 weeks and 5 days noted polyhydramnios. Maternal gestational hypertension prompted delivery at 37 weeks, with a cesarean section performed after a failed trial of labor. The infant required CPAP at 100% and weaned to 21%. Tachypnea persisted, and chest CT on day of life 2 demonstrated multiple large cysts in the right lower lobe with anterior pneumothorax. On day of life 3, she successfully underwent a thoracoscopic right lower lobectomy. Adhesions to the chest wall and rib abnormalities were noted. She was extubated to CPAP at the conclusion of the procedure. She was able to wean to 21% on POD2 and transitioned to oral feeds. Her chest tube was removed with resultant ex vacuo pneumothorax noted. She remained asymptomatic and was discharged home on room air POD11. Pathology confirmed a type 1 CPAM. CONCLUSION: In utero radiofrequency ablation may be an adjunct to the management of large CPAM.


Assuntos
Malformação Adenomatoide Cística Congênita do Pulmão , Terapias Fetais , Pneumotórax , Cesárea , Malformação Adenomatoide Cística Congênita do Pulmão/complicações , Malformação Adenomatoide Cística Congênita do Pulmão/diagnóstico por imagem , Malformação Adenomatoide Cística Congênita do Pulmão/cirurgia , Edema , Feminino , Feto/cirurgia , Humanos , Hidropisia Fetal/diagnóstico por imagem , Hidropisia Fetal/cirurgia , Lactente , Pneumotórax/diagnóstico por imagem , Pneumotórax/cirurgia , Gravidez
9.
Tech Vasc Interv Radiol ; 25(1): 100804, 2022 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-35248322

RESUMO

This article aims to disclose a consensus on the rationale, approaches, and the outcomes of bone ablations in the peripheral skeleton. Despite less numerous prospective studies about peripheral metastasis, interventional radiology has a role in this setting. Scrupulous attention for selection criteria, ablation technique, procedural steps, and clinical and imaging follow-up are required to provide optimal multidisciplinary care for oncologic patients.


Assuntos
Técnicas de Ablação , Ablação por Cateter , Técnicas de Ablação/efeitos adversos , Humanos , Seleção de Pacientes , Estudos Prospectivos , Radiologia Intervencionista , Esqueleto
11.
Radiology ; 301(3): 533-540, 2021 12.
Artigo em Inglês | MEDLINE | ID: mdl-34581627

RESUMO

There is currently no consensus regarding preferred clinical outcome measures following image-guided tumor ablation or clear definitions of oncologic end points. This consensus document proposes standardized definitions for a broad range of oncologic outcome measures with recommendations on how to uniformly document, analyze, and report outcomes. The initiative was coordinated by the Society of Interventional Oncology in collaboration with the Definition for the Assessment of Time-to-Event End Points in Cancer Trials, or DATECAN, group. According to predefined criteria, based on experience with clinical trials, an international panel of 62 experts convened. Recommendations were developed using the validated three-step modified Delphi consensus method. Consensus was reached on when to assess outcomes per patient, per session, or per tumor; on starting and ending time and survival time definitions; and on time-to-event end points. Although no consensus was reached on the preferred classification system to report complications, quality of life, and health economics issues, the panel did agree on using the most recent version of a validated patient-reported outcome questionnaire. This article provides a framework of key opinion leader recommendations with the intent to facilitate a clear interpretation of results and standardize worldwide communication. Widespread adoption will improve reproducibility, allow for accurate comparisons, and avoid misinterpretations in the field of interventional oncology research. Published under a CC BY 4.0 license. Online supplemental material is available for this article. See also the editorial by Liddell in this issue.


Assuntos
Técnicas de Ablação/métodos , Neoplasias/cirurgia , Consenso , Humanos , Reprodutibilidade dos Testes , Sociedades Médicas
12.
J Thorac Oncol ; 16(11): 1840-1849, 2021 11.
Artigo em Inglês | MEDLINE | ID: mdl-34384914

RESUMO

INTRODUCTION: The ECLIPSE study aimed to evaluate the feasibility and efficacy of cryoablation (CA) for local tumor control in patients with pulmonary metastatic disease in 5 years of follow-up. METHODS: ECLIPSE was a prospective, multicenter, single-arm study that included patients treated with CA if they had one to five metastatic lung tumors, each with a diameter of less than or equal to 3.5 cm. Patients were followed up in the course of 5 years. The primary end point was local tumor control, both per tumor and per patient; secondary end points included cancer-specific survival, overall survival, and quality of life (QoL). QoL was evaluated using the Karnofsky Performance Score, the Eastern Cooperative Oncology Group performance score, and the Short Form-12 health survey. RESULTS: The study included 40 patients across four sites (three in United States and one in Europe). A total of 60 metastatic pulmonary tumors were treated with 48 CA procedures. Overall local tumor control rates were 87.9% (29 of 33) and 79.2% (19 of 24) per tumor, 83.3% (20 of 24) and 75.0% (15 of 20) per patient, at 3 and 5 years, respectively. A total of five treated patients had local progression throughout the duration of the study. Disease-specific survival rate was 74.8% at 3 years and 55.3% at 5 years, whereas overall survival at 3 and 5 years was 63.2% and 46.7%, respectively. Patient QoL scores did not reach statistical significance. CONCLUSIONS: CA is an effective means of long-term local tumor control in patients with metastatic pulmonary tumors.


Assuntos
Criocirurgia , Neoplasias Pulmonares , Seguimentos , Humanos , Neoplasias Pulmonares/cirurgia , Estudos Prospectivos , Qualidade de Vida , Estudos Retrospectivos , Resultado do Tratamento
13.
J Vasc Interv Radiol ; 32(7): 1089.e1-1089.e9, 2021 07.
Artigo em Inglês | MEDLINE | ID: mdl-34210477

RESUMO

Musculoskeletal interventions are increasingly used with palliative and curative intent in the multidisciplinary treatment of oncology patients with bone and soft-tissue tumors. There is an unmet need for high-quality evidence to guide broader application and adoption of minimally invasive interventional technologies to treat these patients. Therefore, the Society of Interventional Radiology Foundation and the Society of Interventional Oncology collaborated to convene a research consensus panel to prioritize a research agenda addressing the gaps in the current evidence. This article summarizes the panel's proceedings and recommendations for future basic science and clinical investigation to chart the course for interventional oncology within the musculoskeletal system. Key questions that emerged addressed the effectiveness of ablation within specific patient populations, the effect of combination of ablation with radiotherapy and/or immunotherapy, and the potential of standardization of techniques, including modeling and monitoring, to improve the consistency and predictability of treatment outcomes.


Assuntos
Radiologia Intervencionista , Neoplasias de Tecidos Moles , Consenso , Humanos , Oncologia , Cuidados Paliativos
14.
Radiol Imaging Cancer ; 3(2): e200101, 2021 03.
Artigo em Inglês | MEDLINE | ID: mdl-33817650

RESUMO

Purpose: To assess the clinical effectiveness of cryoablation for palliation of painful bone metastases. Materials and Methods: MOTION (Multicenter Study of Cryoablation for Palliation of Painful Bone Metastases) (ClinicalTrials.gov NCT02511678) was a multicenter, prospective, single-arm study of adults with metastatic bone disease who were not candidates for or had not benefited from standard therapy, that took place from February 2016 to March 2018. At baseline, participants rated their pain using the Brief Pain Inventory-Short Form (reference range from 0 to 10 points); those with moderate to severe pain, who had at least one metastatic candidate tumor for ablation, were included. The primary effectiveness endpoint was change in pain score from baseline to week 8. Participants were followed for 24 weeks after treatment. Statistical analyses included descriptive statistics and logistic regression to evaluate changes in pain score over the postprocedure follow-up period. Results: A total of 66 participants (mean age, 60.8 years ± 14.3 [standard deviation]; 35 [53.0%] men) were enrolled and received cryoablation; 65 completed follow-up. Mean change in pain score from baseline to week 8 was -2.61 points (95% CI: -3.45, -1.78). Mean pain scores improved by 2 points at week 1 and reached clinically meaningful levels (more than a 2-point decrease) after week 8; scores continued to improve throughout follow-up. Quality of life improved, opioid doses were stabilized, and functional status was maintained over 6 months. Serious adverse events occurred in three participants. Conclusion: Cryoablation of metastatic bone tumors provided rapid and durable pain palliation, improved quality of life, and offered an alternative to opioids for pain control.Keywords: Ablation Techniques, Metastases, Pain Management, Radiation Therapy/OncologySupplemental material is available for this article.© RSNA, 2021.


Assuntos
Neoplasias Ósseas , Criocirurgia , Adulto , Neoplasias Ósseas/cirurgia , Humanos , Masculino , Pessoa de Meia-Idade , Dor/etiologia , Estudos Prospectivos , Qualidade de Vida
16.
J Thorac Dis ; 13(12): 6827-6837, 2021 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-35070367

RESUMO

BACKGROUND: Percutaneous image-guided thermal ablation has an increasing role in the treatment of primary and metastatic lung tumors. Achieving acceptable clinical outcomes requires better tools for pre-procedure prediction of ablation zone size and shape. METHODS: This was a prospective, non-randomized, single-arm, multicenter study conducted by Medtronic (ClinicalTrials.gov ID: NCT02323854). Subjects scheduled for resection of metastatic or primary lung nodules underwent preoperative percutaneous microwave ablation. Ablation zones as measured via CT imaging following ablation immediately and before resection surgically versus predicted ablation zones as prescribed by the investigational system software were compared. This CT scan occurred after the ablation was finished but the antenna still in position. Time (minutes) from antenna placement to removal was 23.7±13.1 (n=14); median: 21.0 (range, 6.0 to 48.0). The definition of the secondary endpoint of complete ablation was 100% non-viable tumor cells based on nicotinamide adenine dinucleotide hydrogen (NADH) staining. Safety endpoints were type, incidence, and severity of adverse events. RESULTS: Fifteen patients (mean age 58.9 years; 67% male; 33% female) were enrolled in the study, 33.3% (5/15) with previous thoracic surgery, 73% (11/15) with metastasis, and 27% (4/15) with primary lung tumors. All underwent percutaneous microwave ablation followed by surgical resection the same day. Complete ablation was detected in 54.4% (6/11), incomplete ablation in 36.4% (4/11), and delayed necrosis in 9.1% (1/11). There were no device-related adverse events. Ablation zone volume was overestimated in all patients. CONCLUSIONS: Histological complete ablation was observed in 55% of subjects. CT scanning less than an hour after ablation and tissue shrinkage may account for the smaller zone of ablation observed compared to predicted by the investigational system software.

17.
IEEE Access ; 8: 63482-63496, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32995106

RESUMO

Sonographic features associated with margins, shape, size, and volume of thyroid nodules are used to assess their risk of malignancy. Automatically segmenting nodules from normal thyroid gland would enable an automated estimation of these features. A novel multi-output convolutional neural network algorithm with dilated convolutional layers is presented to segment thyroid nodules, cystic components inside the nodules, and normal thyroid gland from clinical ultrasound B-mode scans. A prospective study was conducted, collecting data from 234 patients undergoing a thyroid ultrasound exam before biopsy. The training and validation sets encompassed 188 patients total; the testing set consisted of 48 patients. The algorithm effectively segmented thyroid anatomy into nodules, normal gland, and cystic components. The algorithm achieved a mean Dice coefficient of 0.76, a mean true positive fraction of 0.90, and a mean false positive fraction of 1.61×10-6. The values are on par with a conventional seeded algorithm. The proposed algorithm eliminates the need for a seed in the segmentation process, thus automatically detecting and segmenting the thyroid nodules and cystic components. The detection rate for thyroid nodules and cystic components was 82% and 44%, respectively. The inference time per image, per fold was 107ms. The mean error in volume estimation of thyroid nodules for five select cases was 7.47%. The algorithm can be used for detection, segmentation, size estimation, volume estimation, and generating thyroid maps for thyroid nodules. The algorithm has applications in point of care, mobile health monitoring, improving workflow, reducing localization time, and assisting sonographers with limited expertise.

18.
Infect Control Hosp Epidemiol ; 41(12): 1375-1377, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-32669150

RESUMO

OBJECTIVE: Presently, evidence guiding clinicians on the optimal approach to safely screen patients for coronavirus disease 2019 (COVID-19) to a nonemergent hospital procedure is scarce. In this report, we describe our experience in screening for SARS-CoV-2 prior to semiurgent and urgent hospital procedures. DESIGN: Retrospective case series. SETTING: A single tertiary-care medical center. PARTICIPANTS: Our study cohort included patients ≥18 years of age who had semiurgent or urgent hospital procedures or surgeries. METHODS: Overall, 625 patients were screened for SARS-CoV-2 using a combination of phone questionnaire (7 days prior to the anticipated procedure), RT-PCR and chest computed tomography (CT) between March 1, 2020, and April 30, 2020. RESULTS: Of the 625 patients, 520 scans (83.2%) were interpreted as normal; 1 (0.16%) had typical features of COVID-19; 18 scans (2.88%) had indeterminate features of COVID-19; and 86 (13.76%) had atypical features of COVID-19. In total, 640 RT-PCRs were performed, with 1 positive result (0.15%) in a patient with a CT scan that yielded an atypical finding. Of the 18 patients with chest CTs categorized as indeterminate, 5 underwent repeat negative RT-PCR nasopharyngeal swab 1 week after their initial swab. Also, 1 patient with a chest CT categorized as typical had a follow-up repeat negative RT-PCR, indicating that the chest CT was likely a false positive. After surgery, none of the patients developed signs or symptoms suspicious of COVID-19 that would indicate the need for a repeated RT-PCR or CT scan. CONCLUSION: In our experience, chest CT scanning did not prove provide valuable information in detecting asymptomatic cases of SARS-CoV-2 (COVID-19) in our low-prevalence population.


Assuntos
Teste de Ácido Nucleico para COVID-19 , COVID-19 , Controle de Infecções/métodos , Pneumonia Viral/diagnóstico , SARS-CoV-2/isolamento & purificação , Adulto , COVID-19/diagnóstico , COVID-19/epidemiologia , COVID-19/prevenção & controle , Teste de Ácido Nucleico para COVID-19/métodos , Teste de Ácido Nucleico para COVID-19/estatística & dados numéricos , Prática Clínica Baseada em Evidências , Reações Falso-Positivas , Feminino , Humanos , Masculino , Programas de Rastreamento/métodos , Programas de Rastreamento/normas , Minnesota/epidemiologia , Pneumonia Viral/etiologia , Gestão da Segurança , Centro Cirúrgico Hospitalar/organização & administração , Tomografia Computadorizada por Raios X/métodos , Tomografia Computadorizada por Raios X/normas , Tomografia Computadorizada por Raios X/estatística & dados numéricos
19.
Tech Vasc Interv Radiol ; 23(2): 100678, 2020 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-32591190

RESUMO

Image-guided percutaneous thermal ablation plays an increasingly important role in the multidisciplinary management of musculoskeletal lesions. Established indications for ablation in this setting include the treatment of osteoid osteomas, palliation of painful skeletal metastases, local control of oligometastatic disease, and consolidation of bone tumors at risk for fracture. Emerging indications include the treatment of symptomatic soft tissue masses such as extra-abdominal desmoid tumors and abdominal wall endometriosis. This review will discuss considerations in patient selection and preprocedural workup, ablation technology and techniques, strategies to avoid complications, and expected outcomes of ablation in the musculoskeletal system.


Assuntos
Neoplasias Ósseas/cirurgia , Criocirurgia/tendências , Eletroporação/tendências , Micro-Ondas/uso terapêutico , Ablação por Radiofrequência/tendências , Neoplasias de Tecidos Moles/cirurgia , Cirurgia Assistida por Computador/tendências , Neoplasias Ósseas/diagnóstico por imagem , Neoplasias Ósseas/patologia , Tomada de Decisão Clínica , Criocirurgia/efeitos adversos , Humanos , Micro-Ondas/efeitos adversos , Seleção de Pacientes , Complicações Pós-Operatórias/etiologia , Ablação por Radiofrequência/efeitos adversos , Fatores de Risco , Neoplasias de Tecidos Moles/diagnóstico por imagem , Neoplasias de Tecidos Moles/patologia , Cirurgia Assistida por Computador/efeitos adversos , Resultado do Tratamento
20.
J Thorac Oncol ; 15(7): 1200-1209, 2020 07.
Artigo em Inglês | MEDLINE | ID: mdl-32151777

RESUMO

OBJECTIVE: To assess the safety and local recurrence-free survival in patients after cryoablation for treatment of pulmonary metastases. METHODS: This multicenter, prospective, single-arm, phase 2 study included 128 patients with 224 lung metastases treated with percutaneous cryoablation, with 12 and 24 months of follow-up. The patients were enrolled on the basis of the outlined key inclusion criteria, which include one to six metastases from extrapulmonary cancers with a maximal diameter of 3.5 cm. Time to progression of the index tumor(s), metastatic disease, and overall survival rates were estimated using the Kaplan-Meier method. Complications were captured for 30 days after the procedure, and changes in performance status and quality of life were also evaluated. RESULTS: Median size of metastases was 1.0 plus or minus 0.6 cm (0.2-4.5) with a median number of tumors of 1.0 plus or minus 1.2 cm (one to six). Local recurrence-free response (local tumor efficacy) of the treated tumor was 172 of 202 (85.1%) at 12 months and 139 of 180 (77.2%) at 24 months after the initial treatment. After a second cryoablation treatment for recurrent tumor, secondary local recurrence-free response (local tumor efficacy) was 184 of 202 (91.1%) at 12 months and 152 of 180 (84.4%) at 24 months. Kaplan-Meier estimates of 12- and 24-month overall survival rates were 97.6% (95% confidence interval: 92.6-99.2) and 86.6% (95% confidence interval: 78.7-91.7), respectively. Rate of pneumothorax that required pleural catheter placement was 26% (44/169). There were eight grade 3 complication events in 169 procedures (4.7%) and one (0.6%) grade 4 event. CONCLUSION: Percutaneous cryoablation is a safe and effective treatment for pulmonary metastases.


Assuntos
Criocirurgia , Neoplasias Renais , Neoplasias Pulmonares , Humanos , Neoplasias Renais/cirurgia , Neoplasias Pulmonares/cirurgia , Recidiva Local de Neoplasia/cirurgia , Estudos Prospectivos , Qualidade de Vida , Estudos Retrospectivos , Resultado do Tratamento
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