AIMC Topic: Positron Emission Tomography Computed Tomography

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Machine learning based cancer detection using various image modalities.

Computer methods and programs in biomedicine Mar 1, 2018
Breast Neoplasms Male Female Sensitivity and Specificity Positron Emission Tomography Computed Tomography Neoplasm Metastasis Automation Image Processing, Computer-Assisted Lung Neoplasms Humans Machine Learning
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Uterine fibroids with positive 18F-FDG PET/CT image and significantly increased CA19-9: A case report.

Medicine Dec 1, 2017
RATIONALE: Uterine fibroids are the most common pelvic solid tumors and common to 25% of women. F-fluorodexyglucose (F-FDG) is an energy metabolism tracer. Although FDG is generally concentrated in malignant lesions with high glucose metabolism, it c...
Fluorodeoxyglucose F18 Antigens, Tumor-Associated, Carbohydrate Adult Humans Leiomyoma Female Positron Emission Tomography Computed Tomography
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The application of 18F-FDG PET/CT in ovarian immature teratomas when pathological examination results contradict clinical observations: a case report.

Medicine Dec 1, 2017
RATIONALE: Fluorine-18 fluorodeoxyglucose positron emission tomography/computed tomography (18F-FDG PET/CT) could reveal potential lymph node involvement and assisted locating sample sites for pathological examinations.
Teratoma Lymphatic Metastasis Ovarian Neoplasms Female Radiopharmaceuticals Adolescent Fluorodeoxyglucose F18 Humans Positron Emission Tomography Computed Tomography Combined Modality Therapy
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Unsupervised consensus cluster analysis of [18F]-fluoroethyl-L-tyrosine positron emission tomography identified textural features for the diagnosis of pseudoprogression in high-grade glioma.

Oncotarget Jan 31, 2017
RATIONALE: Timely detection of pseudoprogression (PSP) is crucial for the management of patients with high-grade glioma (HGG) but remains difficult. Textural features of O-(2-[18F]fluoroethyl)-L-tyrosine positron emission tomography (FET-PET) mirror ...
Glioma Magnetic Resonance Imaging Time Factors Treatment Outcome Predictive Value of Tests Positron Emission Tomography Computed Tomography Cluster Analysis Unsupervised Machine Learning Male Middle Aged Disease Progression Pilot Projects Adult Brain Neoplasms Reproducibility of Results Aged Kaplan-Meier Estimate Tyrosine Humans Radiopharmaceuticals Disease-Free Survival Neoplasm Grading Retrospective Studies Radiographic Image Interpretation, Computer-Assisted Female
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Automated detection of pulmonary nodules in PET/CT images: Ensemble false-positive reduction using a convolutional neural network technique.

Medical physics Jun 1, 2016
PURPOSE: Automated detection of solitary pulmonary nodules using positron emission tomography (PET) and computed tomography (CT) images shows good sensitivity; however, it is difficult to detect nodules in contact with normal organs, and additional e...
Sensitivity and Specificity Male Lung ROC Curve Neural Networks, Computer Humans Female Lung Neoplasms Positron Emission Tomography Computed Tomography Support Vector Machine Radiographic Image Interpretation, Computer-Assisted Whole Body Imaging
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