Sam Armato
University of Chicago
H-index: 46
North America-United States
Top articles of Sam Armato
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
AI and machine learning in medical imaging: key points from development to translation | Ravi K Samala Karen Drukker Amita Shukla-Dave Heang-Ping Chan Berkman Sahiner | 2024/4/29 | |
Assessing radiomic feature robustness using agreement over image perturbation | Abbas Shaikh Ilana Deutsch Mena Shenouda Owen Mitchell Hedy L Kindler | 2024/4/3 | |
Implementation of a high-resolution, high-contrast magnetic resonance imaging protocol with extended delayed phases for peritoneal mesothelioma | Quantitative Imaging in Medicine and Surgery | Milica Medved Hunter DD Witmer Ankit Dhiman Yaniv Berger Scott K Sherman | 2024/3/3 |
Best Practices for Artificial Intelligence and Machine Learning for Computer-Aided Diagnosis in Medical Imaging | Journal of the American College of Radiology | Daniel Vergara Samuel G Armato III Lubomir Hadjiiski Karen Drukker | 2024/2/1 |
Artificial intelligence in medicine: mitigating risks and maximizing benefits via quality assurance, quality control, and acceptance testing | Usman Mahmood Amita Shukla-Dave Heang-Ping Chan Karen Drukker Ravi K Samala | 2024/1/1 | |
Convolutional Neural Networks for Segmentation of Malignant Pleural Mesothelioma: Analysis of Probability Map Thresholds (CALGB 30901, Alliance) | Journal of Microscopy | Fredrik Skärberg Cecilia Fager Francisco Mendoza‐Lara Mats Josefson Eva Olsson | 2021/7 |
Assessing robustness of a deep-learning model for COVID-19 classification on chest radiographs | Mena Shenouda Aditi Kaveti Isabella Flerlage Jayashree Kalpathy-Cramer Maryellen L Giger | 2023/4/7 | |
Assessment of a deep learning model for COVID-19 classification on chest radiographs: a comparison across image acquisition techniques and clinical factors | Journal of Medical Imaging | Mena Shenouda Isabella Flerlage Aditi Kaveti Maryellen L Giger Samuel G Armato III | 2023/11/1 |
Emphysema detection in the course of lung cancer screening: optimizing a rare opportunity to impact population health | Annals of the American Thoracic Society | James L Mulshine Carolyn R Aldigé Laurie Fenton Ambrose Samuel G Armato III Ricardo S Avila | 2023/4 |
Magnetic resonance imaging preprocessing and radiomic features for classification of autosomal dominant polycystic kidney disease genotype | Journal of Medical Imaging | Linnea E Kremer Arlene B Chapman Samuel G Armato III | 2023/11/1 |
Considerations for imaging of malignant pleural mesothelioma: A consensus statement from the international mesothelioma interest group | Sharyn I Katz Christopher M Straus Leonid Roshkovan Kevin G Blyth Thomas Frauenfelder | 2023/3/1 | |
AI in medical imaging grand challenges: translation from competition to research benefit and patient care | Samuel G Armato Karen Drukker Lubomir Hadjiiski | 2023/10/1 | |
Computational Medicine in Radiology: Medical Images as Big Data | Samuel G Armato III | 2023/7/5 | |
AAPM task group report 273: recommendations on best practices for AI and machine learning for computer‐aided diagnosis in medical imaging | Medical Physics | Lubomir Hadjiiski Kenny Cha Heang‐Ping Chan Karen Drukker Lia Morra | 2023/2 |
Radiomics-based classification of autosomal dominant polycystic kidney disease (ADPKD) Mayo imaging classification (MIC) and the effect of gray-level discretization | Linnea E Kremer Boris Fosso Lucy Groothuis Arlene Chapman Samuel G Armato III | 2023/4/7 | |
The role of imaging in diagnosis and management of malignant peritoneal mesothelioma: a systematic review | Bradley Carlson Carla Harmath Kiran Turaga Hedy L Kindler Samuel G Armato III | 2022/5 | |
Normalization of MRI signal intensity in polycystic kidney disease and the effect on radiomic features | Linnea E Kremer Natalie Perri Eliza Sorber Arlene Chapman Samuel G Armato III | 2022/4/4 | |
Interviewing for residency positions while completing a graduate degree: Considerations for graduate students, mentors, and program directors | Journal of Applied Clinical Medical Physics | Wayne Newhauser Garrett Pitcher Christine Swanson Samuel G Armato III Hania Al‐Hallaq | 2022/8 |
QIBA guidance: Computed tomography imaging for COVID-19 quantitative imaging applications | Clinical imaging | Ricardo S Avila Sean B Fain Chuck Hatt Samuel G Armato III James L Mulshine | 2021/9/1 |
Radiomics-based assessment of idiopathic pulmonary fibrosis is associated with genetic mutations and patient survival | Journal of Medical Imaging | Jorie D Budzikowski Joseph J Foy Ahmed A Rashid Jonathan H Chung Imre Noth | 2021/5/1 |
