Foundation models for electronic health records: representation dynamics and transferability
Fuente:
arXiv
Guardado en:
| Autores principales: | Burkhart, Michael C., Ramadan, Bashar, Liao, Zewei, Chhikara, Kaveri, Rojas, Juan C., Parker, William F., Beaulieu-Jones, Brett K. |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models
por: Burkhart, Michael C., et al.
Publicado: (2025)
por: Burkhart, Michael C., et al.
Publicado: (2025)
Efficient Generative Prediction for EHR Foundation Models: The SCOPE and REACH Estimators
por: Solo, Luke, et al.
Publicado: (2026)
por: Solo, Luke, et al.
Publicado: (2026)
Representation Before Training: A Fixed-Budget Benchmark for Generative Medical Event Models
por: Lee, Inhyeok, et al.
Publicado: (2026)
por: Lee, Inhyeok, et al.
Publicado: (2026)
Prototype Learning to Create Refined Interpretable Digital Phenotypes from ECGs
por: Sethi, Sahil, et al.
Publicado: (2025)
por: Sethi, Sahil, et al.
Publicado: (2025)
ProtoECGNet: Case-Based Interpretable Deep Learning for Multi-Label ECG Classification with Contrastive Learning
por: Sethi, Sahil, et al.
Publicado: (2025)
por: Sethi, Sahil, et al.
Publicado: (2025)
Conjugacy conditions for supersoluble complements of an abelian base and a fixed point result for non-coprime actions
por: Burkhart, Michael C.
Publicado: (2022)
por: Burkhart, Michael C.
Publicado: (2022)
Fixed point conditions for non-coprime actions
por: Burkhart, Michael C.
Publicado: (2023)
por: Burkhart, Michael C.
Publicado: (2023)
Actions of nilpotent groups on nilpotent groups
por: Burkhart, Michael C.
Publicado: (2025)
por: Burkhart, Michael C.
Publicado: (2025)
Mind the Confidence Gap: Overconfidence, Calibration, and Distractor Effects in Large Language Models
por: Chhikara, Prateek
Publicado: (2025)
por: Chhikara, Prateek
Publicado: (2025)
Comparative Analysis of ML Models with Selection Methods for Early Predictive Analytics of Sepsis in ICU
por: Vandana, et al.
Publicado: (2024)
por: Vandana, et al.
Publicado: (2024)
A Role of Start-Ups and Innovation for Digital Empowered Nation: Viksit Bharat at 2047
por: Kaveri R. Jagadal
Publicado: (2025)
por: Kaveri R. Jagadal
Publicado: (2025)
Universal tropical structures for curves in exploded manifolds
por: Parker, Brett
Publicado: (2013)
por: Parker, Brett
Publicado: (2013)
Gromov-Witten invariants of log Calabi-Yau 3-folds are holomorphic lagrangian correspondences
por: Parker, Brett
Publicado: (2025)
por: Parker, Brett
Publicado: (2025)
Natural Probability
por: Parker, Brett
Publicado: (2024)
por: Parker, Brett
Publicado: (2024)
Tropical enumeration of curves in blowups of the projective plane
por: Parker, Brett
Publicado: (2014)
por: Parker, Brett
Publicado: (2014)
Holomorphic curves in exploded manifolds: Kuranishi structure
por: Parker, Brett
Publicado: (2013)
por: Parker, Brett
Publicado: (2013)
Context-aware child-directed speech detection from long-form recordings
por: Charlot, Théo, et al.
Publicado: (2026)
por: Charlot, Théo, et al.
Publicado: (2026)
Blockchain Signatures to Ensure Information Integrity and Non-Repudiation in the Digital Era: A comprehensive study
por: Banerjee, Kaveri, et al.
Publicado: (2025)
por: Banerjee, Kaveri, et al.
Publicado: (2025)
Deep learning for temporal data representation in electronic health records: A systematic review of challenges and methodologies
por: Xie, Feng, et al.
Publicado: (2021)
por: Xie, Feng, et al.
Publicado: (2021)
Agreement of electronic health record–documented race and ethnicity with parental report
por: Monika Goyal, et al.
Publicado: (2024)
por: Monika Goyal, et al.
Publicado: (2024)
Identifying virtual care modality in electronic health record data
por: Annie E. Larson, et al.
Publicado: (2024)
por: Annie E. Larson, et al.
Publicado: (2024)
Overcoming data challenges through enriched validation and targeted sampling to measure whole-person health in electronic health records
por: Lotspeich, Sarah C., et al.
Publicado: (2025)
por: Lotspeich, Sarah C., et al.
Publicado: (2025)
The impact of electronic health records (EHR) data continuity on prediction model fairness and racial-ethnic disparities
por: Huang, Yu, et al.
Publicado: (2023)
por: Huang, Yu, et al.
Publicado: (2023)
A comparison of regression models for static and dynamic prediction of a prognostic outcome during admission in electronic health care records
por: Gao, Shan, et al.
Publicado: (2024)
por: Gao, Shan, et al.
Publicado: (2024)
ProtoSSL: Interpretable Prototype Learning from Unlabeled Time-Series Data
por: Song, Steven, et al.
Publicado: (2026)
por: Song, Steven, et al.
Publicado: (2026)
Mapping quantitative trait loci in autotetraploids under a genuine tetrasomic model
por: Zewei Luo
Publicado: (2024)
por: Zewei Luo
Publicado: (2024)
Using electronic health records for clinical pharmacology research: Challenges and considerations
por: Eissa Jafari, et al.
Publicado: (2024)
por: Eissa Jafari, et al.
Publicado: (2024)
Through the Prism of Culture: Evaluating LLMs' Understanding of Indian Subcultures and Traditions
por: Chhikara, Garima, et al.
Publicado: (2025)
por: Chhikara, Garima, et al.
Publicado: (2025)
SMITE: Enhancing Fairness in LLMs through Optimal In-Context Example Selection via Dynamic Validation
por: Chhikara, Garima, et al.
Publicado: (2025)
por: Chhikara, Garima, et al.
Publicado: (2025)
Data-driven Modeling for Grid Edge IBRs: A Digital Twin Perspective of User-Defined Models
por: Mahapatra, Kaveri, et al.
Publicado: (2024)
por: Mahapatra, Kaveri, et al.
Publicado: (2024)
Uncertainty-Aware Fusion: An Ensemble Framework for Mitigating Hallucinations in Large Language Models
por: Dey, Prasenjit, et al.
Publicado: (2025)
por: Dey, Prasenjit, et al.
Publicado: (2025)
GF-Score: Certified Class-Conditional Robustness Evaluation with Fairness Guarantees
por: Shah, Arya, et al.
Publicado: (2026)
por: Shah, Arya, et al.
Publicado: (2026)
Performance of weakly-supervised electronic health record-based phenotyping methods in rare-outcome settings
por: Hong, Yunjing, et al.
Publicado: (2026)
por: Hong, Yunjing, et al.
Publicado: (2026)
The tropological vertex
por: Do, Norman, et al.
Publicado: (2022)
por: Do, Norman, et al.
Publicado: (2022)
Platform Jazz
por: Burkhart, Benjamin
Publicado: (2025)
por: Burkhart, Benjamin
Publicado: (2025)
Untersuchungen zur Stratigraphie und Chronologie der suedslavischen Volksepik
por: Burkhart, Dagmar
Publicado: (2019)
por: Burkhart, Dagmar
Publicado: (2019)
Chapter 3 Lunatics’ rights activism in Britain and the German Empire, 1870-1920
por: Brückner, Burkhart
Publicado: (2022)
por: Brückner, Burkhart
Publicado: (2022)
Building the Distributed North American Library Collection for Foreign Languages.
por: Holzner, Burkhart
Publicado: (1998)
por: Holzner, Burkhart
Publicado: (1998)
LA REIVINDICACIÓN DE LA VOZ DE LA VÍCTIMA DE TORTURA EN ARTE DE MORIR DE ÓSCAR HAHN
por: Diana Burkhart
Publicado: (2007)
por: Diana Burkhart
Publicado: (2007)
Phenotyping Down syndrome: discovery and predictive modelling with electronic medical records
por: T. Q. Nguyen, et al.
Publicado: (2024)
por: T. Q. Nguyen, et al.
Publicado: (2024)
Ejemplares similares
-
Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models
por: Burkhart, Michael C., et al.
Publicado: (2025) -
Efficient Generative Prediction for EHR Foundation Models: The SCOPE and REACH Estimators
por: Solo, Luke, et al.
Publicado: (2026) -
Representation Before Training: A Fixed-Budget Benchmark for Generative Medical Event Models
por: Lee, Inhyeok, et al.
Publicado: (2026) -
Prototype Learning to Create Refined Interpretable Digital Phenotypes from ECGs
por: Sethi, Sahil, et al.
Publicado: (2025) -
ProtoECGNet: Case-Based Interpretable Deep Learning for Multi-Label ECG Classification with Contrastive Learning
por: Sethi, Sahil, et al.
Publicado: (2025)