Samuel G. Armato III

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 12

Top Topics

Chest Radiographs

Texture Analysis

Top Venues

Medical Imaging: Computer-Aided Diagnosis

J. Digit. Imaging

Publications

Mena Shenouda, Eyjólfur Gudmundsson, Feng Li, Christopher M. Straus, Hedy L. Kindler, Arkadiusz Z. Dudek, Thomas Stinchcombe, Xiaofei Wang, Adam Starkey, Samuel G. Armato III
Convolutional Neural Networks for Segmentation of Malignant Pleural Mesothelioma: Analysis of Probability Map Thresholds (CALGB 30901, Alliance). CoRR (2023)
Linnea Kremer, Boris Fosso, Lucy Groothuis, Arlene Chapman, Samuel G. Armato III
Radiomics-based classification of autosomal dominant polycystic kidney disease (ADPKD) Mayo imaging classification (MIC) and the effect of gray-level discretization. Medical Imaging: Computer-Aided Diagnosis (2023)
Samuel G. Armato III
Computational Medicine in Radiology: Medical Images as Big Data. JVA (2023)
Mena Shenouda, Aditi Kaveti, Isabella Flerlage, Jayashree Kalpathy-Cramer, Maryellen L. Giger, Samuel G. Armato III
Assessing robustness of a deep-learning model for COVID-19 classification on chest radiographs. Medical Imaging: Computer-Aided Diagnosis (2023)
Linnea Kremer, Natalie Perri, Eliza Sorber, Arlene Chapman, Samuel G. Armato III
Normalization of MRI signal intensity in polycystic kidney disease and the effect on radiomic features. Medical Imaging: Computer-Aided Diagnosis (2022)
Jorie D. Budzikowski, Ahmed A. Rashid, Joseph J. Foy, Jonathan H. Chung, Imre Noth, Samuel G. Armato III
Radiomics-based texture analysis of idiopathic pulmonary fibrosis for genetic and survival predictions. Medical Imaging: Computer-Aided Diagnosis (2020)
Joseph J. Foy, Inna H. Gertsenshteyn, Hania A. Al-Hallaq, Samuel G. Armato III, William F. Sensakovic
Dependence of radiomics features on CT image acquisition and reconstruction parameters using a cadaveric liver. Medical Imaging: Computer-Aided Diagnosis (2020)
Joseph J. Foy, Prerana Mitta, Lauren R. Nowosatka, Kayla R. Mendel, Hui Li, Maryellen L. Giger, Hania A. Al-Hallaq, Samuel G. Armato III
Variations in algorithm implementation among quantitative texture analysis software packages. Medical Imaging: Computer-Aided Diagnosis (2018)
Priya Deshpande, Alexander Rasin, Eli T. Brown, Jacob D. Furst, Steven M. Montner, Samuel G. Armato III, Daniela Stan Raicu
Augmenting Medical Decision Making With Text-Based Search of Teaching File Repositories and Medical Ontologies: Text-Based Search of Radiology Teaching Files. Int. J. Knowl. Discov. Bioinform. 8 (2) (2018)
Priya Deshpande, Alexander Rasin, Eli T. Brown, Jacob D. Furst, Daniela Raicu, Steven M. Montner, Samuel G. Armato III
An Integrated Database and Smart Search Tool for Medical Knowledge Extraction from Radiology Teaching Files. MIH@KDD (2017)
Jared Looper, Melanie Harrison, Samuel G. Armato III
A computer-aided diagnosis system to detect pathologies in temporal subtraction images of chest radiographs. Medical Imaging: Computer-Aided Diagnosis (2016)
Melanie Harrison, Jared Looper, Samuel G. Armato III
Adaptive thresholding of chest temporal subtraction images in computer-aided diagnosis of pathologic change. Medical Imaging: Computer-Aided Diagnosis (2016)
Ronald Niehaus, Daniela Stan Raicu, Jacob D. Furst, Samuel G. Armato III
Toward Understanding the Size Dependence of Shape Features for Predicting Spiculation in Lung Nodules for Computer-Aided Diagnosis. J. Digit. Imaging 28 (6) (2015)
Alexandra R. Cunliffe, Bradley White, Julia Justusson, Christopher Straus, Renuka Malik, Hania A. Al-Hallaq, Samuel G. Armato III
Comparison of Two Deformable Registration Algorithms in the Presence of Radiologic Change Between Serial Lung CT Scans. J. Digit. Imaging 28 (6) (2015)
Alexandra R. Cunliffe, Hania A. Al-Hallaq, Xianhan M. Fei, Rachel E. Tuohy, Samuel G. Armato III
Comparison of demons deformable registration-based methods for texture analysis of serial thoracic CT scans. Medical Imaging: Computer-Aided Diagnosis (2013)
Dmitry Zinovev, Yujie Duo, Daniela Stan Raicu, Jacob D. Furst, Samuel G. Armato III
Consensus Versus Disagreement in Imaging Research: a Case Study Using the LIDC Database. J. Digit. Imaging 25 (3) (2012)
Kenji Suzuki, Samuel G. Armato III, Roger Engelmann, Philip Caligiuri, Heber MacMahon
Temporal subtraction of 'virtual dual-energy' chest radiographs for improved conspicuity of growing cancers and other pathologic changes. Medical Imaging: Computer-Aided Diagnosis (2011)
Olga Zinoveva, Dmitry Zinovev, Stephen A. Siena, Daniela Stan Raicu, Jacob D. Furst, Samuel G. Armato III
A Texture-Based Probabilistic Approach for Lung Nodule Segmentation. ICIAR (2) (2011)
Bram van Ginneken, Samuel G. Armato III, Bartjan de Hoop, Saskia van Amelsvoort-van de Vorst, Thomas Duindam, Meindert Niemeijer, Keelin Murphy, Arnold M. R. Schilham, Alessandra Retico, Maria Evelina Fantacci, Niccolò Camarlinghi, Francesco Bagagli, Ilaria Gori, Takeshi Hara, Hiroshi Fujita, Gianfranco Gargano, Roberto Bellotti, Sabina Sonia Tangaro, Lourdes Bolanos, Francesco De Carlo, Piergiorgio Cerello, Sorin Cristian Cheran, Ernesto Lopez Torres, Mathias Prokop
Comparing and combining algorithms for computer-aided detection of pulmonary nodules in computed tomography scans: The ANODE09 study. Medical Image Anal. 14 (6) (2010)
Dmitry Zinovev, Ekarin Varutbangkul, Daniela Stan Raicu, Jacob D. Furst, Samuel G. Armato III
Semi-supervised learning approaches for predicting semantic characteristics of lung nodules. Intell. Decis. Technol. 3 (4) (2009)
Dmitry Zinovev, Daniela Stan Raicu, Jacob D. Furst, Samuel G. Armato III
Predicting Radiological Panel Opinions Using a Panel of Machine Learning Classifiers. Algorithms 2 (4) (2009)
Gady Agam, Samuel G. Armato III, Changhua Wu
Vessel tree reconstruction in thoracic CT scans with application to nodule detection. IEEE Trans. Medical Imaging 24 (4) (2005)
Samuel G. Armato III, Heber MacMahon
Automated lung segmentation and computer-aided diagnosis for thoracic CT scans. CARS (2003)
Maryellen L. Giger, Samuel G. Armato III
Current status and future direction of computer-aided diagnosis in chest CT. CARS (2001)
Maryellen L. Giger, Nico Karssemeijer, Samuel G. Armato III
Computer-Aided Diagnosis in Medical Imaging. IEEE Trans. Medical Imaging 20 (12) (2001)
Samuel G. Armato III, Maryellen L. Giger, Heber MacMahon
Computerized analysis of abnormal asymmetry in digital chest radiographs: Evaluation of potential utility. J. Digit. Imaging 12 (1) (1999)