Samantha M Santomartino
6PUBLICATIONS
16CO-AUTHORS
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Publications (6)
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|May 20, 2025
Pitfalls and Best Practices in Evaluation of AI Algorithmic Biases in Radiology.Paul H Yi, Preetham Bachina, Beepul Bharti
|Oct 22, 2024
Evaluating the Performance and Bias of Natural Language Processing Tools in Labeling Chest Radiograph Reports.Samantha M Santomartino, John R Zech, Kent Hall
|Mar 13, 2024
Evaluating the Robustness of a Deep Learning Bone Age Algorithm to Clinical Image Variation Using Computational Stress Testing.Samantha M Santomartino, Kristin Putman, Elham Beheshtian
|Apr 10, 2023
Performance and Usability of Code-Free Deep Learning for Chest Radiograph Classification, Object Detection, and Segmentation.Samantha M Santomartino, Nima Hafezi-Nejad, Vishwa S Parekh
|Oct 07, 2022
Code and Data Sharing Practices in the Radiology Artificial Intelligence Literature: A Meta-Research Study.Kesavan Venkatesh, Samantha M Santomartino, Jeremias Sulam
|Sep 27, 2022
Generalizability and Bias in a Deep Learning Pediatric Bone Age Prediction Model Using Hand Radiographs.Elham Beheshtian, Kristin Putman, Samantha M Santomartino
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Frequent Collaborators
6 joint publications
Paul H Yi
2 joint publications
Elham Beheshtian
2 joint publications
Kristin Putman
2 joint publications
Jeremias Sulam
1 joint publications
Kesavan Venkatesh
1 joint publications
Vishwa S Parekh
1 joint publications
John R Zech
1 joint publications
Jean Jeudy
1 joint publications
Preetham Bachina
1 joint publications
Beepul Bharti
