Imagen de Portada

The Patient is not a Moving Document: A World Model Training Paradigm for Longitudinal EHR

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Adam, Irsyad, Chen, Zekai, Laprade, David, Porwal, Shaun, Laub, David, Reinertsen, Erik, Pekis, Arda, Brown, Kevin
Formato:	Preprint
Publicado:	2026
Materias:	Artificial Intelligence Computational Engineering, Finance, and Science Quantitative Methods
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Patient-specific Biomolecular Instruction Tuning
por: Adam, Irsyad, et al.
Publicado: (2025)

Building the EHR Foundation Model via Next Event Prediction
por: Chen, Zekai, et al.
Publicado: (2025)

Advancing High Resolution Vision-Language Models in Biomedicine
por: Chen, Zekai, et al.
Publicado: (2024)

GenVarFormer: Predicting gene expression from long-range mutations in cancer
por: Laub, David, et al.
Publicado: (2025)

HECLIP: Histology-Enhanced Contrastive Learning for Imputation of Transcriptomics Profiles
por: Wang, Qing, et al.
Publicado: (2025)

Rational Multi-Modal Transformers for TCR-pMHC Prediction
por: Li, Jiarui, et al.
Publicado: (2025)

PhoTorch: A robust and generalized biochemical photosynthesis model fitting package based on PyTorch
por: Lei, Tong, et al.
Publicado: (2025)

Projecting Molecules into Synthesizable Chemical Spaces
por: Luo, Shitong, et al.
Publicado: (2024)

Omni-fMRI: A Universal Atlas-Free fMRI Foundation Model
por: Wang, Mo, et al.
Publicado: (2026)

FOSS solution for Molecular Dynamics Simulation Automation and Collaboration with MDSGAT
por: Nelson, Jai Geddes, et al.
Publicado: (2025)

Small Language Models Can Use Nuanced Reasoning For Health Science Research Classification: A Microbial-Oncogenesis Case Study
por: Dawood, Muhammed Muaaz, et al.
Publicado: (2025)

DOT: A flexible multi-objective optimization framework for transferring features across single-cell and spatial omics
por: Rahimi, Arezou, et al.
Publicado: (2023)

Automated discovery of interpretable hyperelastic material models for human brain tissue with EUCLID
por: Flaschel, Moritz, et al.
Publicado: (2023)

Beyond the Clinic: A Large-Scale Evaluation of Augmenting EHR with Wearable Data for Diverse Health Prediction
por: Wang, Will Ke, et al.
Publicado: (2025)

Clin-JEPA: A Multi-Phase Co-Training Framework for Joint-Embedding Predictive Pretraining on EHR Patient Trajectories
por: Yang, Yixuan, et al.
Publicado: (2026)

Efficient Training of Transformers for Molecule Property Prediction on Small-scale Datasets
por: Prakash, Shivesh
Publicado: (2024)

Dynamic Indicators of Adherence and Retention in Digital Health Studies: A Longitudinal Observational Analysis from the Brighten Study
por: Hamitouche, Dylan, et al.
Publicado: (2024)

CAPSUL: A Comprehensive Human Protein Benchmark for Subcellular Localization
por: Hu, Yicheng, et al.
Publicado: (2026)

AbFlow : End-to-end Paratope-Centric Antibody Design by Interaction Enhanced Flow Matching
por: Wang, Wenda, et al.
Publicado: (2026)

TCR-EML: Explainable Model Layers for TCR-pMHC Prediction
por: Li, Jiarui, et al.
Publicado: (2025)

Large Language Models for Bioinformatics
por: Ruan, Wei, et al.
Publicado: (2025)

ADEPT: A Noninvasive Method for Determining Elastic Parameters of Valve Tissue
por: Wu, Wensi, et al.
Publicado: (2024)

Physical formula enhanced multi-task learning for pharmacokinetics prediction
por: Li, Ruifeng, et al.
Publicado: (2024)

Controllable Protein Sequence Generation with LLM Preference Optimization
por: Liu, Xiangyu, et al.
Publicado: (2025)

Approximate Constrained Lumping of Chemical Reaction Networks
por: Leguizamon-Robayo, Alexander, et al.
Publicado: (2024)

Physio-DPO: Aligning Large Language Models with the Protein Energy Landscape to Eliminate Structural Hallucinations
por: Meng, QiWei
Publicado: (2026)

Comparative Analysis of Formula and Structure Prediction from Tandem Mass Spectra
por: Che, Xujun, et al.
Publicado: (2026)

InstructPLM-mu: 1-Hour Fine-Tuning of ESM2 Beats ESM3 in Protein Mutation Predictions
por: Xu, Junde, et al.
Publicado: (2025)

Geometric Deep Learning for Structure-Based Drug Design: A Survey
por: Zhang, Zaixi, et al.
Publicado: (2023)

A Robust eLORETA Technique for Localization of Brain Sources in the Presence of Forward Model Uncertainties
por: Noroozi, A., et al.
Publicado: (2024)

Rapid Development of Efficient Participant-Specific Computational Models of the Wrist
por: Andreassen, Thor E., et al.
Publicado: (2025)

HarmonyCell: Automating Single-Cell Perturbation Modeling under Semantic and Distribution Shifts
por: Huang, Wenxuan, et al.
Publicado: (2026)

SDFStent: Real-time interactive virtual stenting via SDF deformation fields
por: Li, Bohan J., et al.
Publicado: (2026)

EnzymeFlow: Generating Reaction-specific Enzyme Catalytic Pockets through Flow Matching and Co-Evolutionary Dynamics
por: Hua, Chenqing, et al.
Publicado: (2024)

Integrating Genomics into Multimodal EHR Foundation Models
por: Amar, Jonathan, et al.
Publicado: (2025)

Validating the predictions of mathematical models describing tumor growth and treatment response
por: Lorenzo, Guillermo, et al.
Publicado: (2025)

Nationwide EHR-Based Chronic Rhinosinusitis Prediction Using Demographic-Stratified Models
por: Chang, Sicong, et al.
Publicado: (2026)

An Alignment-Free Explanation for Collective Predator Evasion in Moving Animal Groups
por: Strömbom, Daniel, et al.
Publicado: (2025)

A Novel Multi-view Mixture Model Framework for Longitudinal Clustering with Application to ANCA-Associated Vasculitis
por: Jia, Shen, et al.
Publicado: (2026)

Boltzina: Efficient and Accurate Virtual Screening via Docking-Guided Binding Prediction with Boltz-2
por: Furui, Kairi, et al.
Publicado: (2025)