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One or more keywords matched the following properties of Armato, Samuel G.
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overview I have established my career through the development and evaluation of computerized techniques for the quantitative analysis of medical images and the assessment of tumor response to therapy. More specifically, my research has involved the computerized detection and evaluation of lung nodules in thoracic computed tomography (CT) scans, the assessment of image quality and pathologic change in temporally subtracted chest radiographic images, the computerized evaluation of mesothelioma tumor and response to therapy in CT scans, critical analyses of image-based tumor response assessment for mesothelioma, the development of objective CT-based metrics for the quantification of mucosal inflammation due to sinusitis, the application of radiomics to the pre- and post-treatment CT scans of radiation therapy patients to predict normal lung tissue complications, and the evaluation of reference standards for computer-aided diagnosis (CAD) research. As the local principal investigator for the Lung Image Database Consortium project that spanned 10 years and as the faculty director of the University of Chicago’s Human Imaging Research Office, I have extensive experience with interdisciplinary and multi-institutional image-based projects.
One or more keywords matched the following items that are connected to Armato, Samuel G.
Item TypeName
Concept Radiation Dosage
Concept Tomography, X-Ray Computed
Concept Radiation Pneumonitis
Concept Mass Chest X-Ray
Academic Article Computerized detection of pulmonary nodules on CT scans.
Academic Article Lung cancer: performance of automated lung nodule detection applied to cancers missed in a CT screening program.
Academic Article Massive training artificial neural network (MTANN) for reduction of false positives in computerized detection of lung nodules in low-dose computed tomography.
Academic Article Assessment methodologies and statistical issues for computer-aided diagnosis of lung nodules in computed tomography: contemporary research topics relevant to the lung image database consortium.
Academic Article Lung image database consortium: developing a resource for the medical imaging research community.
Academic Article Automated detection of lung nodules in CT scans: preliminary results.
Academic Article Vessel tree reconstruction in thoracic CT scans with application to nodule detection.
Academic Article Evaluation of automated lung nodule detection on low-dose computed tomography scans from a lung cancer screening program(1).
Academic Article Computerized analysis of mesothelioma on CT scans.
Academic Article Evaluation of lung MDCT nodule annotation across radiologists and methods.
Academic Article Two-dimensional extrapolation methods for texture analysis on CT scans.
Academic Article The radiologic measurement of mesothelioma.
Academic Article Current state and future directions of pleural mesothelioma imaging.
Academic Article The Lung Image Database Consortium (LIDC) data collection process for nodule detection and annotation.
Academic Article Automated lung segmentation for thoracic CT impact on computer-aided diagnosis.
Academic Article The Lung Image Database Consortium (LIDC): ensuring the integrity of expert-defined "truth".
Academic Article Modeling of mesothelioma growth demonstrates weaknesses of current response criteria.
Academic Article Variability in mesothelioma tumor response classification.
Academic Article Characterization of mesothelioma and tissues present in contrast-enhanced thoracic CT scans.
Academic Article The Lung Image Database Consortium (LIDC): a comparison of different size metrics for pulmonary nodule measurements.
Academic Article Lung texture in serial thoracic CT scans: assessment of change introduced by image registration.
Academic Article Optimization of response classification criteria for patients with malignant pleural mesothelioma.
Academic Article The Lung Image Database Consortium (LIDC) and Image Database Resource Initiative (IDRI): a completed reference database of lung nodules on CT scans.
Academic Article Temporal subtraction of dual-energy chest radiographs.
Academic Article The Reference Image Database to Evaluate Response to therapy in lung cancer (RIDER) project: a resource for the development of change-analysis software.
Academic Article The influence of initial outlines on manual segmentation.
Academic Article Lung cancers missed at low-dose helical CT screening in a general population: comparison of clinical, histopathologic, and imaging findings.
Academic Article Assessment of radiologist performance in the detection of lung nodules: dependence on the definition of "truth".
Academic Article A modified gradient correlation filter for image segmentation: application to airway and bowel.
Academic Article Lung texture in serial thoracic CT scans: registration-based methods to compare anatomically matched regions.
Academic Article Disease volumes as a marker for patient response in malignant pleural mesothelioma.
Academic Article Lung volume measurements as a surrogate marker for patient response in malignant pleural mesothelioma.
Academic Article Lung texture in serial thoracic CT scans: correlation with radiologist-defined severity of acute changes following radiation therapy.
Academic Article Observer variability in mesothelioma tumor thickness measurements: defining minimally measurable lesions.
Academic Article Imaging in pleural mesothelioma: a review of the 11th International Conference of the International Mesothelioma Interest Group.
Academic Article Variability of tumor area measurements for response assessment in malignant pleural mesothelioma.
Academic Article Radiologic-pathologic correlation of mesothelioma tumor volume.
Academic Article Computer-aided nodule detection system: results in an unselected series of consecutive chest radiographs.
Academic Article Lung texture in serial thoracic computed tomography scans: correlation of radiomics-based features with radiation therapy dose and radiation pneumonitis development.
Academic Article Role of the Quantitative Imaging Biomarker Alliance in optimizing CT for the evaluation of lung cancer screen-detected nodules.
Academic Article CT-based pulmonary artery measurements for the assessment of pulmonary hypertension.
Academic Article Computer-assisted staging of chronic rhinosinusitis correlates with symptoms.
Academic Article Imaging in pleural mesothelioma: A review of the 12th International Conference of the International Mesothelioma Interest Group.
Academic Article Comparison of Two Deformable Registration Algorithms in the Presence of Radiologic Change Between Serial Lung CT Scans.
Academic Article Toward Understanding the Size Dependence of Shape Features for Predicting Spiculation in Lung Nodules for Computer-Aided Diagnosis.
Academic Article Clinical significance of noncalcified lung nodules in patients with breast cancer.
Academic Article Incorporation of pre-therapy 18 F-FDG uptake data with CT texture features into a radiomics model for radiation pneumonitis diagnosis.
Academic Article Revised Modified Response Evaluation Criteria in Solid Tumors for Assessment of Response in Malignant Pleural Mesothelioma (Version 1.1).
Academic Article Quality assurance and quantitative imaging biomarkers in low-dose CT lung cancer screening.
Academic Article Autosegmentation for thoracic radiation treatment planning: A grand challenge at AAPM 2017.
Academic Article Correlation of patient survival with clinical tumor measurements in malignant pleural mesothelioma.
Academic Article Imaging in pleural mesothelioma: A review of the 14th International Conference of the International Mesothelioma Interest Group.
Academic Article Accuracy of the Vancouver Lung Cancer Risk Prediction Model Compared With That of Radiologists.
Academic Article Effects of variability in radiomics software packages on classifying patients with radiation pneumonitis.
Academic Article QIBA guidance: Computed tomography imaging for COVID-19 quantitative imaging applications.
Academic Article The role of imaging in diagnosis and management of malignant peritoneal mesothelioma: a systematic review.
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