FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records | Paper Citation Record

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This paper cites Biases in electronic health record data due to processes within the healthcare system: retrospective observational study.

FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Biases in electronic health record data due to processes within the healthcare system: retrospective observational study

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Risk factors for chronic lymphocytic leukemia

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This paper cites McDermott, Jungwoo Oh, Tom Pollard, Nigam Shah, Ethan Steinberg, Michael Wornow, and Robin van de Water.

FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records McDermott, Jungwoo Oh, Tom Pollard, Nigam Shah, Ethan Steinberg, Michael Wornow, and Robin van de Water

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Fairness and machine learning: Limita- tions and opportunities

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Characterizing and managing missing structured data in electronic health records: data analysis

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This paper cites Machine learning for patient risk stratification: standing on, or looking over, the shoulders of clinicians? NPJ digital medicine, 4(1):62, 2021.

FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Machine learning for patient risk stratification: standing on, or looking over, the shoulders of clinicians? NPJ digital medicine, 4(1):62, 2021

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Hospitalizations for chronic disease and acute conditions in the time of covid-19

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records On the Opportunities and Risks of Foundation Models

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Risk factors for stroke

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Multimodal clinical benchmark for emergency care (mc-bec): A comprehensive benchmark for evaluating foundation models in emergency medicine

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Probabilistic machine learning for healthcare

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Chen, Emma Pierson, Sherri Rose, Shalmali Joshi, Kadija Ferryman, and Marzyeh Ghassemi

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Xgboost: A scalable tree boosting system

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Metabolic dysfunction-associated steatotic liver disease increases cardiovascular disease risk in young adults

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records InstructBLIP: Towards general-purpose vision-language models with instruction tuning

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records A decoder-only foundation model for time-series forecasting

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Bert: Pre-training of deep bidirectional transformers for language understanding

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records EHRMamba: Towards Generalizable and Scalable Foundation Models for Electronic Health Records

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Prevalence and inci- dence measures for schizophrenia among commercial health insurance and medicaid enrollees

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records A foundation model of transcription across human cell types

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records The Llama 3 Herd of Models

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Mamba: Linear-Time Sequence Modeling with Selective State Spaces

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Foundation models in bioinformatics

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Foundation model for advancing healthcare: challenges, opportunities and future directions

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Large Language Models are Powerful Electronic Health Record Encoders

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Foundation models and fair use

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Feasibility of large-scale observa- tional cancer research using the ohdsi network—aim 2 findings

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Observational health data sciences and informatics (ohdsi): opportunities for observational researchers

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records A foundation model for clinician-centered drug repurposing

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Recent epidemiology and risk factors of nonalcoholic fatty liver disease

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Genhpf: General healthcare predictive framework for multi-task multi-source learning

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Clinical Presence: Impact on Predictive Modelling and Algorithmic Fairness

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Review of language models for survival analysis

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Event-Based Contrastive Learning for Medical Time Series

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Ai as an intervention: improving clinical outcomes relies on a causal approach to ai development and validation

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Scaling Laws for Neural Language Models

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Time2Vec: Learning a Vector Representation of Time

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Lightgbm: a highly efficient gradient boosting decision tree

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Meds decentralized, extensible validation (meds-dev) benchmark: Establishing reproducibility and comparability in ml for health

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records MedGPT: Medical Concept Prediction from Clinical Narratives

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Foresight—a generative pretrained transformer for modelling of patient timelines using electronic health records: a retrospective modelling study

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Comparative effectiveness of medical concept embedding for feature engineering in phenotyping

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Emergency Department Decision Support using Clinical Pseudo-notes

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Behrt: transformer for electronic health records

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Prevalence and pattern of acute and chronic multimorbidity across all body systems and age groups in primary health care

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records A visual-language foundation model for computational pathology

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records A benchmarking crisis in biomedical machine learning

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records A closer look at benchmarking self-supervised pre-training with image classification

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Event stream gpt: a data pre-processing and modeling library for generative, pre-trained transformers over continuous- time sequences of complex events

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Event stream gpt: a data pre-processing and modeling library for generative, pre-trained transformers over continuous- time sequences of complex events

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Reproducibility in machine learning for health research: Still a ways to go

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Foundation models for generalist medical artificial intelligence

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Risk factors for type 2 diabetes

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records CORE-BEHRT: A Carefully Optimized and Rigorously Evaluated BEHRT

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records MEDS-Tab: Automated tabularization and baseline methods for MEDS datasets

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Observation 6abd5e5f-4bb6-4772-9bab-39a0230ff0f7 · outbound

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Cehr-bert: Incorporating temporal information from structured ehr data to improve prediction tasks

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records CEHR-GPT: Generating Electronic Health Records with Chronological Patient Timelines

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records GloVe: Global vectors for word representation

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Improving language understanding by generative pre-training

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Med-bert: pretrained contex- tualized embeddings on large-scale structured electronic health records for disease prediction

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Zero shot health trajectory prediction using transformer

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Creation and adoption of large language models in medicine

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Advancing the science for active surveillance: rationale and design for the observational medical outcomes partnership

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Language Models Are An Effective Patient Representation Learning Technique For Electronic Health Record Data

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Language models are an effective representation learning technique for electronic health record data

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records meds_reader: A fast and efficient EHR processing library

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records MOTOR: A time-to-event foundation model for structured medical records

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Multimodal Medical Code Tokenizer

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Suchard, Martijn J

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Unresolved cited work

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Phevaluator: Development and evaluation of a phenotype algorithm evaluator

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Swerdel, Darmendra Ramcharran, and Jill Hardin

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Gemini: A Family of Highly Capable Multimodal Models

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Harmonizing foundation models in healthcare: A comprehensive survey of their roles, relationships, and impact in artificial intelligence’s advancing terrain

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:55:42.769207Z

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records LLaMA: Open and Efficient Foundation Language Models

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Osteoporosis risk factors

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Diagnosis of acute myocardial infarction

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Diagnosis of celiac disease in adults

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Overview of hypertension in adults

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Hypertension in adults: Epidemiology

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Clinical manifestations, diagnosis, and staging of ex- ocrine pancreatic cancer

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Systemic lupus erythematosus in adults: Clinical man- ifestations and diagnosis

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records The shaky foundations of large lan- guage models and foundation models for electronic health records

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Context clues: Evaluating long context models for clinical prediction tasks on ehr data

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:55:41.449824Z

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Observation e321cab5-9974-4a7b-be9a-36f4431a2e4d · outbound

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Ehrshot: An ehr benchmark for few-shot evaluation of foundation models

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:55:41.353071Z

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This paper cites McDermott.

FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records McDermott

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:55:41.182455Z

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records A large language model for electronic health records

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FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records at-risk cohort inclusion event

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This paper cites URL https://doi.org/10.1146/ annurev-biodatasci-092820-114757.

FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records URL https://doi.org/10.1146/ annurev-biodatasci-092820-114757

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