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Sarah Jabbour
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Deep Learning Applied to Chest X-Rays: Exploiting and Preventing Shortcuts
S Jabbour, D Fouhey, E Kazerooni, M Sjoding, J Wiens
Machine Learning for Healthcare, 2020
522020
Measuring the impact of AI in the diagnosis of hospitalized patients: a randomized clinical vignette survey study
S Jabbour, D Fouhey, S Shepard, TS Valley, EA Kazerooni, N Banovic, ...
Jama 330 (23), 2275-2284, 2023
422023
Respecting Autonomy And Enabling Diversity: The Effect Of Eligibility And Enrollment On Research Data Demographics
S Jabbour, K Spector-Bagdady, S Tang, WN Price, A Bracic, MS Creary, ...
Health Affairs 40 (12), 1892-1899, 2021
222021
Combining chest X-rays and electronic health record (EHR) data using machine learning to diagnose acute respiratory failure
S Jabbour, D Fouhey, E Kazerooni, J Wiens, MW Sjoding
Journal of the American Medical Informatics Association 29 (6), 1060-1068, 2022
182022
Augmenting existing deterioration indices with chest radiographs to predict clinical deterioration
E Mu, S Jabbour, AV Dalca, J Guttag, J Wiens, MW Sjoding
Plos one 17 (2), e0263922, 2022
72022
Learning concept credible models for mitigating shortcuts
J Wang, S Jabbour, M Makar, M Sjoding, J Wiens
Advances in neural information processing systems 35, 33343-33356, 2022
52022
Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium
H Jeong, S Jabbour, Y Yang, R Thapta, H Mozannar, WJ Han, ...
arXiv preprint arXiv:2403.01628, 2024
22024
Machine Learning for Health (ML4H) 2023
S Hegselmann, A Parziale, D Shanmugam, S Tang, K Severson, ...
Machine Learning for Health (ML4H), 1-12, 2023
12023
DEPICT: Diffusion-Enabled Permutation Importance for Image Classification Tasks
S Jabbour, G Kondas, E Kazerooni, M Sjoding, D Fouhey, J Wiens
European Conference on Computer Vision, 35-51, 2025
2025
350. Joint Modeling of EHR and CXR Data to Predict COVID-19 Deterioration
E Mu, S Jabbour, M Sjoding, J Guttag, J Wiens, A Dalca
Open Forum Infectious Diseases 8 (Suppl 1), S279, 2021
2021
Combining chest X-rays and EHR data using machine learning to diagnose acute respiratory failure.
S Jabbour, D Fouhey, E Kazerooni, J Wiens, MW Sjoding
CoRR, 2021
2021
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학술자료 1–11