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Justin F Rousseau
Justin F Rousseau
Associate Professor of Neurology, University of Texas Southwestern Medical Center
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Building a PubMed knowledge graph
J Xu, S Kim, M Song, M Jeong, D Kim, J Kang, JF Rousseau, X Li, W Xu, ...
Scientific data 7 (1), 1-15, 2020
1412020
Craniotomy versus Craniectomy for Acute Traumatic Subdural Hematoma in the United States: a National Retrospective Cohort Analysis
B Rush, J Rousseau, S Mypinder, D Griedsdale
World Neurosurgery 88, 25-31, 2016
662016
Understanding factual errors in summarization: Errors, summarizers, datasets, error detectors
L Tang, T Goyal, AR Fabbri, P Laban, J Xu, S Yavuz, W Kryściński, ...
arXiv preprint arXiv:2205.12854, 2022
502022
Evaluating large language models on medical evidence summarization
L Tang, Z Sun, B Idnay, JG Nestor, A Soroush, PA Elias, Z Xu, Y Ding, ...
npj Digital Medicine 6 (1), 158, 2023
392023
Phenotypes of disease severity in a cohort of hospitalized COVID-19 patients: results from the IMPACC study
A Ozonoff, J Schaenman, ND Jayavelu, CE Milliren, CS Calfee, CB Cairns, ...
EBioMedicine 83, 2022
302022
Trends in oral anticoagulant use among 436 864 patients with atrial fibrillation in community practice, 2011 to 2020
AM Navar, AA Kolkailah, R Overton, NP Shah, JF Rousseau, GC Flaker, ...
Journal of the American Heart Association 11 (22), e026723, 2022
282022
Prosodic stress: Acoustic, aphasic, aprosodic and neuroanatomic interactions
ED Ross, L Shayya, JF Rousseau
Journal of Neurolinguistics 26 (5), 526-551, 2013
252013
Understanding drug repurposing from the perspective of biomedical entities and their evolution: Bibliographic research using aspirin
X Li, JF Rousseau, Y Ding, M Song, W Lu
JMIR medical informatics 8 (6), e16739, 2020
232020
AI-generated text may have a role in evidence-based medicine
Y Peng, JF Rousseau, EH Shortliffe, C Weng
Nature medicine 29 (7), 1593-1594, 2023
192023
Radbert-cl: Factually-aware contrastive learning for radiology report classification
A Jaiswal, L Tang, M Ghosh, JF Rousseau, Y Peng, Y Ding
Machine Learning for Health, 196-208, 2021
162021
Can automated retrieval of data from emergency department physician notes enhance the imaging order entry process?
JF Rousseau, IK Ip, AS Raja, VI Valtchinov, L Cochon, JD Schuur, ...
Applied Clinical Informatics 10 (02), 189-198, 2019
162019
Scalp-supervised contrastive learning for cardiopulmonary disease classification and localization in chest x-rays using patient metadata
A Jaiswal, T Li, C Zander, Y Han, JF Rousseau, Y Peng, Y Ding
2021 IEEE International Conference on Data Mining (ICDM), 1132-1137, 2021
112021
Old can be gold: Better gradient flow can make vanilla-gcns great again
A Jaiswal, P Wang, T Chen, J Rousseau, Y Ding, Z Wang
Advances in Neural Information Processing Systems 35, 7561-7574, 2022
102022
Multi-omic longitudinal study reveals immune correlates of clinical course among hospitalized COVID-19 patients
J Diray-Arce, S Fourati, ND Jayavelu, R Patel, C Maguire, AC Chang, ...
Cell Reports Medicine 4 (6), 2023
92023
Methods for development and application of data standards in an ontology-driven information model for measuring, managing, and computing social determinants of health for ¡¦
JF Rousseau, E Oliveira, WM Tierney, A Khurshid
Journal of biomedical informatics 136, 104241, 2022
82022
Associations between aggregate NLP-extracted conflicts of interest and adverse events by drug product
SS Graham, ZP Majdik, JB Barbour, JF Rousseau
Studies in health technology and informatics 290, 405, 2022
82022
Trustworthy assertion classification through prompting
S Wang, L Tang, A Majety, JF Rousseau, G Shih, Y Ding, Y Peng
Journal of biomedical informatics 132, 104139, 2022
62022
Healthcare utilization and costs among patients with chronic migraine, episodic migraine, and tension‐type headache enrolled in commercial insurance plans
Q Shao, KL Rascati, JC Barner, KA Lawson, KB Sonawane, JF Rousseau
Headache: The Journal of Head and Face Pain 62 (2), 141-158, 2022
62022
Heterogeneous graph embeddings of electronic health records improve critical care disease predictions
T Wanyan, M Kang, MA Badgeley, KW Johnson, JK De Freitas, ...
Artificial Intelligence in Medicine: 18th International Conference on ¡¦, 2020
62020
Ros-kd: A robust stochastic knowledge distillation approach for noisy medical imaging
A Jaiswal, K Ashutosh, JF Rousseau, Y Peng, Z Wang, Y Ding
2022 IEEE International Conference on Data Mining (ICDM), 981-986, 2022
52022
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