Correction to: Clinical feasibility and impact of fully automated multiparametric PET imaging using direct Patlak reconstruction: evaluation of 103 dynamic whole-body 18F-FDG PET/CT scans

Abstract Purpose The identification of pathological mediastinal lymph nodes is an important step in the staging of lung cancer, with the presence of metastases significantly affecting survival rates. Nodes are currently identified by a physician, but this process is time-consuming and prone to errors. In this paper, we investigate the use of artificial intelligence–based methods to increase the accuracy and consistency of this process. Methods Whole-body 18F-labelled fluoro-2-deoxyglucose ([18F]FDG) positron emission tomography/computed tomography ([18F]FDG-PET/CT) scans (Philips Gemini TF) from 134 patients were retrospectively analysed. The thorax was automatically located, and then slices were fed into a U-Net to identify candidate regions. These regions were split into overlapping 3D cubes, which were individually predicted as positive or negative using a 3D CNN. From these predictions, pathological mediastinal nodes could be identified. A second cohort of 71 patients was then acquired from a different, newer scanner (GE Discovery MI), and the performance of the model on this dataset was tested with and without transfer learning. Results On the test set from the first scanner, our model achieved a sensitivity of 0.87 (95% confidence intervals [0.74, 0.94]) with 0.41 [0.22, 0.71] false positives/patient. This was comparable to the performance of an expert. Without transfer learning, on the test set from the second scanner, the corresponding results were 0.53 [0.35, 0.70] and 0.24 [0.10, 0.49], respectively. With transfer learning, these metrics were 0.88 [0.73, 0.97] and 0.69 [0.43, 1.04], respectively. Conclusion Model performance was comparable to that of an expert on data from the same scanner. With transfer learning, the model can be applied to data from a different scanner. To our knowledge it is the first study of its kind to go directly from whole-body [18F]FDG-PET/CT scans to pathological mediastinal lymph node localisation.

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Low positive yield from routine inclusion of the brain in whole-body 18F-FDG PET/CT imaging for noncerebral malignancies

Nuclear Medicine Communications ◽

10.1097/mnm.0b013e32836066c0 ◽

2013 ◽

Vol 34 (6) ◽

pp. 540-543 ◽

Cited By ~ 8

Author(s):

Kuruva Manohar ◽

Anish Bhattacharya ◽

Bhagwant R. Mittal

Keyword(s):

Fdg Pet ◽

Ct Imaging ◽

Whole Body ◽

Pet Ct ◽

18F Fdg ◽

Fdg Pet Ct ◽

The Brain

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Comparison of the diagnostic performance and impact on management of 18F-FDG PET/CT and whole-body MRI in multiple myeloma

European Journal of Nuclear Medicine and Molecular Imaging ◽

10.1007/s00259-020-05182-2 ◽

2021 ◽

Author(s):

Olwen Westerland ◽

◽

Ashik Amlani ◽

Christian Kelly-Morland ◽

Michal Fraczek ◽

...

Keyword(s):

Multiple Myeloma ◽

Clinical Data ◽

Bone Disease ◽

Fdg Pet ◽

Diagnostic Performance ◽

Whole Body ◽

Bone Lesions ◽

Pet Ct ◽

18F Fdg ◽

Fdg Pet Ct

Abstract Purpose Comparative data on the impact of imaging on management is lacking for multiple myeloma. This study compared the diagnostic performance and impact on management of 18F-fluorodeoxyglucose positron emission tomography/computed tomography (18F-FDG PET/CT) and whole-body magnetic resonance imaging (WBMRI) in treatment-naive myeloma. Methods Forty-six patients undergoing 18F-FDG PET/CT and WBMRI were reviewed by a nuclear medicine physician and radiologist, respectively, for the presence of myeloma bone disease. Blinded clinical and imaging data were reviewed by two haematologists in consensus and management recorded following clinical data ± 18F-FDG PET/CT or WBMRI. Bone disease was defined using International Myeloma Working Group (IMWG) criteria and a clinical reference standard. Per-patient sensitivity for lesion detection was established. McNemar test compared management based on clinical assessment ± 18F-FDG PET/CT or WBMRI. Results Sensitivity for bone lesions was 69.6% (32/46) for 18F-FDG PET/CT (54.3% (25/46) for PET component alone) and 91.3% (42/46) for WBMRI. 27/46 (58.7%) of cases were concordant. In 19/46 patients (41.3%) WBMRI detected more focal bone lesions than 18F-FDG PET/CT. Based on clinical data alone, 32/46 (69.6%) patients would have been treated. Addition of 18F-FDG PET/CT to clinical data increased this to 40/46 (87.0%) patients (p = 0.02); and WBMRI to clinical data to 43/46 (93.5%) patients (p = 0.002). The difference in treatment decisions was not statistically significant between 18F-FDG PET/CT and WBMRI (p = 0.08). Conclusion Compared to 18F-FDG PET/CT, WBMRI had a higher per patient sensitivity for bone disease. However, treatment decisions were not statistically different and either modality would be appropriate in initial staging, depending on local availability and expertise.

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POSITRON EMISSION TOMOGRAPHY WITH 18F -FDG IN THE DIAGNOSIS OF PROSTHETIC HEART VALVE ENDOCARDITIS

Emergency Cardiology and Cardiovascular Risks ◽

10.51922/2616-633x.2021.5.2.1151 ◽

2021 ◽

Vol 5 (1) ◽

pp. 1151-1160

Author(s):

A.S. Lukashevich ◽

Keyword(s):

Computed Tomography ◽

Positron Emission Tomography ◽

Fdg Pet ◽

Prosthetic Heart Valve ◽

Emission Tomography ◽

Whole Body ◽

Positron Emission ◽

Pet Ct ◽

18F Fdg ◽

Fdg Pet Ct

Purpose. The purpose of the article is to evaluate the diagnostic significance of positron emission tomography / computed tomography with 18F -fluorodeoxyglucose (18F -FDG PET/CT) for the diagnosis of prosthetic endocarditis. Methods of research. The study included 82 patients with suspected prosthetic endocarditis in accordance with the criteria proposed by Duke University [1-5]. The patients received hospital treatment at the State Institution RSPC "Cardiology" from January 2016 to March 2021. The study was of a prospective, non-randomized, single-center cohort design. The duration of the monitor period was 12 months from the moment of patients’ inclusion in the study. Whole-body positron emission tomography / computed tomography (PET/CT) examinations were performed in 82 patients. 27 patients were selected for surgical treatment. Conservative treatment group included 16 patients. 27 patients were selected into the observation group, they were suspected to have prosthetic heart valve infection in the primary referral and underwent PET/CT scanning, according to which the diagnosis of prosthetic endocarditis was excluded. The event under the study did not develop in this group during the year of observation. Results and conclusion. The history of infective endocarditis was not statistically significant and did not increase the risk of developing prosthetic endocarditis in the sample presented. The Duke criteria are less reliable in establishing the diagnosis of prosthetic endocarditis. The median number of days from the date of the first prosthesis implantation to the onset of prosthetic endocarditis was about 4 years. This study revealed that the development of the infectious process in the area of the prosthesis was noted in a more distant postoperative period compared to literature data. Histological confirmation of infection was noted in 100% (27 patients) of cases in reoperated patients. The presence of a more formidable complication such as valve ring abscess located mainly in the projection of the aortic valve ring was quite common in both groups. Presepsin and Interleukin-6 have a statistically significant (U = 394,50 p = 0,01 and U = 94,50 p = 0.004) value in the prognosis of prosthetic endocarditis. Considering the data obtained from ROC analysis, it can be said that the cut-off point at which it is possible to diagnose prosthetic endocarditis based on PETCT is 2.85. The presented methods for the interpretation of whole-body FDG-PET/CT images of patients with suspected infectious complications after cardiac surgery, as well as with the presence of prosthetic endocarditis, show high sensitivity and specificity.

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Volume of interest delineation techniques for 18F-FDG PET-CT scans during neoadjuvant extremity soft tissue sarcoma treatment in adults: a feasibility study

EJNMMI Research ◽

10.1186/s13550-018-0397-1 ◽

2018 ◽

Vol 8 (1) ◽

Cited By ~ 1

Author(s):

Marc G. Stevenson ◽

Lukas B. Been ◽

Harald J. Hoekstra ◽

Albert J. H. Suurmeijer ◽

Ronald Boellaard ◽

...

Keyword(s):

Soft Tissue ◽

Soft Tissue Sarcoma ◽

Fdg Pet ◽

Ct Scans ◽

Volume Of Interest ◽

Extremity Soft Tissue Sarcoma ◽

Pet Ct ◽

18F Fdg ◽

Fdg Pet Ct ◽

Sarcoma Treatment

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Hounsfield unit value has null effect on thyroid nodules at 18F-FDG PET/CT scans

Archives of Endocrinology and Metabolism ◽

10.20945/2359-3997000000063 ◽

2018 ◽

Vol 62 (4) ◽

pp. 460-465

Author(s):

Filiz Eksi Haydardedeoglu ◽

Gulay Simsek Bagir ◽

Nese Torun ◽

Emrah Kocer ◽

Mehmet Reyhan ◽

...

Keyword(s):

Fdg Pet ◽

Thyroid Nodules ◽

Hounsfield Unit ◽

Ct Scans ◽

Null Effect ◽

Unit Value ◽

Pet Ct ◽

18F Fdg ◽

Fdg Pet Ct

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Leydig cell tumor of the testis: an incidental finding at 18F-FDG PET/CT imaging

Egyptian Journal of Radiology and Nuclear Medicine ◽

10.1186/s43055-021-00646-3 ◽

2021 ◽

Vol 52 (1) ◽

Author(s):

Almalki Yassir

Keyword(s):

Leydig Cell ◽

Fdg Pet ◽

Chronic Rejection ◽

Ct Imaging ◽

The Body ◽

Whole Body ◽

Pet Ct ◽

18F Fdg ◽

The Right ◽

Fdg Pet Ct

Abstract Background Leydig cell tumors (LCTs) represent the most common form of stromal tumors. We reported the 18F-fluorodeoxyglucose (FDG) positron emission tomography (PET)/computed tomography (CT) findings of a patient with testicular LCT. Case presentation A 50-year-old man with a history of end-stage renal disease and renal transplantation 19 years ago. One year earlier, he started to have a chronic rejection. During the investigation to determine the cause of chronic rejection, a suspicious lesion in the graft with a collection around it was seen on ultrasound (US) images, raising the possibility of post-transplant lymphoproliferative disorder (PTLD). The patient was referred for further evaluation by whole body 18F-FDG PET/CT imaging. The image finding revealed an incidental hypermetabolic focal lesion in the right testicle—no other specific findings in the remaining parts of the body nor definitive FDG avid lymphadenopathy to suggest PTLD. Testicular US was requested and showed a well-defined right-sided heterogeneous hypoechoic intratesticular focal mass at the upper pole of the right testis with significant internal vascularity on the color Doppler imaging. The patient underwent a right radical orchidectomy, and the tumor was pathologically confirmed as an LCT. Conclusion In our case, 18F-FDG-PET/CT has been helpful in incidentally detecting this rare testicular tumor in a patient with suspected PTLD.

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