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Emily Getzen
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Mental health among head and neck surgeons in Brazil during the COVID-19 pandemic: a national study
AM Civantos, A Bertelli, A Gonçalves, E Getzen, C Chang, Q Long, ...
American journal of otolaryngology 41 (6), 102694, 2020
812020
Long-term kidney function recovery and mortality after COVID-19-associated acute kidney injury: an international multi-centre observational cohort study
BWL Tan, BWQ Tan, ALM Tan, ER Schriver, A Gutiérrez-Sacristán, P Das, ...
EClinicalMedicine 55, 2023
482023
Mining for equitable health: Assessing the impact of missing data in electronic health records
E Getzen, L Ungar, D Mowery, X Jiang, Q Long
Journal of biomedical informatics 139, 104269, 2023
472023
Hospitalizations associated with mental health conditions among adolescents in the US and France during the COVID-19 pandemic
A Gutiérrez-Sacristán, A Serret-Larmande, MR Hutch, C Sáez, BJ Aronow, ...
JAMA Network Open 5 (12), e2246548-e2246548, 2022
192022
Clinical phenotypes and outcomes in children with multisystem inflammatory syndrome across SARS-CoV-2 variant eras: a multinational study from the 4CE consortium
F Sperotto, A Gutiérrez-Sacristán, S Makwana, X Li, VN Rofeberg, T Cai, ...
EClinicalMedicine 64, 2023
122023
Mining for health: A comparison of word embedding methods for analysis of ehrs data
E Getzen, Y Ruan, L Ungar, Q Long
Statistics in Precision Health: Theory, Methods and Applications, 313-338, 2024
92024
Informative missingness: What can we learn from patterns in missing laboratory data in the electronic health record?
ALM Tan, EJ Getzen, MR Hutch, ZH Strasser, A Gutiérrez-Sacristán, TT Le, ...
Journal of biomedical informatics 139, 104306, 2023
82023
Acute respiratory distress syndrome after SARS-CoV-2 infection on young adult population: International observational federated study based on electronic health records through …
B Moal, A Orieux, T Ferté, A Neuraz, GA Brat, P Avillach, CL Bonzel, T Cai, ...
Plos one 18 (1), e0266985, 2023
62023
On the Algorithmic Bias of Aligning Large Language Models with RLHF: Preference Collapse and Matching Regularization
J Xiao, Z Li, X Xie, E Getzen, C Fang, Q Long, WJ Su
arXiv preprint arXiv:2405.16455, 2024
42024
Characterization of long COVID temporal sub-phenotypes by distributed representation learning from electronic health record data: a cohort study
A Dagliati, ZH Strasser, ZSH Abad, JG Klann, KB Wagholikar, R Mesa, ...
Eclinicalmedicine 64, 2023
42023
Validation of biomechanical computed tomography for fracture risk classification in metastatic hormone-sensitive prostate cancer
JK Lin, CM Hearn, E Getzen, Q Long, DC Lee, TM Keaveny, ...
European urology oncology 7 (4), 794-803, 2024
22024
DISCRET: Synthesizing Faithful Explanations For Treatment Effect Estimation
Y Wu, M Keoliya, K Chen, N Velingker, Z Li, EJ Getzen, Q Long, M Naik, ...
arXiv preprint arXiv:2406.00611, 2024
12024
SADI: Similarity-Aware Diffusion Model-Based Imputation for Incomplete Temporal EHR Data
Z Dai, E Getzen, Q Long
International Conference on Artificial Intelligence and Statistics, 4195-4203, 2024
12024
Realizing the Potential of Social Determinants Data: A Scoping Review of Approaches for Screening, Linkage, Extraction, Analysis and Interventions
C Li, DL Mowery, X Ma, R Yang, U Vurgun, S Hwang, HK Donnelly, ...
medRxiv, 2024
12024
Crowd-sourced machine learning prediction of long COVID using data from the National COVID Cohort Collaborative
T Bergquist, J Loomba, E Pfaff, F Xia, Z Zhao, Y Zhu, E Mitchell, ...
EBioMedicine 108, 2024
2024
Filling the gaps: leveraging large language models for temporal harmonization of clinical text across multiple medical visits for clinical prediction
I Choi, Q Long, E Getzen
medRxiv, 2024
2024
Realizing the Potential of Social Determinants Data: A Scoping Review of Approaches for Screening, Linkage, Extraction, Analysis and Interventions
MJ Becich, C Li, DL Mowery, X Ma, R Yang, HK Donnelly, S Hwang, ...
2024
Mining for Health: Advancing trustworthy statistical and machine learning methods for complex electronic health records data
E Getzen
University of Pennsylvania, 2024
2024
External validation of biomechanical computed tomography for fracture risk classification in metastatic hormone sensitive prostate cancer.
JK Lin, C Hearn, E Getzen, Q Long, H Drell, D Lee, TM Keaveny, ...
Journal of Clinical Oncology 41 (16_suppl), e24077-e24077, 2023
2023
Leveraging informative missing data to learn about acute respiratory distress syndrome and mortality in long-term hospitalized COVID-19 patients throughout the years of the …
E Getzen, ALM Tan, G Brat, GS Omenn, Z Strasser, Q Long, JH Holmes, ...
AMIA Annual Symposium Proceedings 2023, 942, 2023
2023
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