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Samuel G Armato

15PUBLICATIONS

29CO-AUTHORS

Context learningPattern recognitionCancer diagnosisSensory processes, perception and performanceEpigenetics (incl. genome methylation and epigenomics)

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Publications (15)

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|Oct 09, 2025

Machine learning evaluation of pneumonia severity: subgroup performance in the Medical Imaging and Data Resource Center modified radiographic assessment of lung edema mastermind challenge.

Karen Drukker, Samuel G Armato, Lubomir Hadjiiski

|Apr 25, 2025

MIDRC mRALE Mastermind Grand Challenge: AI to predict COVID severity on chest radiographs.

Samuel G Armato, Karen Drukker, Lubomir Hadjiiski

|Dec 30, 2024

Impact of retraining and data partitions on the generalizability of a deep learning model in the task of COVID-19 classification on chest radiographs.

Mena Shenouda, Heather M Whitney, Maryellen L Giger

|Dec 13, 2024

Radiomics for differentiation of somatic <i>BAP1</i> mutation on CT scans of patients with pleural mesothelioma.

Mena Shenouda, Abbas Shaikh, Ilana Deutsch

|Jan 01, 2024

Assessment of a deep learning model for COVID-19 classification on chest radiographs: a comparison across image acquisition techniques and clinical factors.

Mena Shenouda, Isabella Flerlage, Aditi Kaveti

|Dec 29, 2023

Magnetic resonance imaging preprocessing and radiomic features for classification of autosomal dominant polycystic kidney disease genotype.

Linnea E Kremer, Arlene B Chapman, Samuel G Armato

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Frequent Collaborators

6 joint publications

Maryellen L Giger

3 joint publications

Karen Drukker

3 joint publications

Heather M Whitney

3 joint publications

Jayashree Kalpathy-Cramer

3 joint publications

Mena Shenouda

2 joint publications

Eyjolfur Gudmundsson

2 joint publications

Kyle J Myers

2 joint publications

Hui Li

2 joint publications

Hania Al-Hallaq

1 joint publications

Nicholas Gruszauskas

Frequent Collaborators

6 joint publications

Maryellen L Giger

3 joint publications

Karen Drukker

3 joint publications

Heather M Whitney

3 joint publications

Jayashree Kalpathy-Cramer

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