EHR2Path: Scalable Modeling of Longitudinal Patient Pathways from Multimodal Electronic Health Records
Fuente:
arXiv
Guardado en:
| Autores principales: | Pellegrini, Chantal, Özsoy, Ege, Bani-Harouni, David, Keicher, Matthias, Navab, Nassir |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Language Agents for Hypothesis-driven Clinical Decision Making with Reinforcement Learning
por: Bani-Harouni, David, et al.
Publicado: (2025)
por: Bani-Harouni, David, et al.
Publicado: (2025)
Rewarding Doubt: A Reinforcement Learning Approach to Calibrated Confidence Expression of Large Language Models
por: Bani-Harouni, David, et al.
Publicado: (2025)
por: Bani-Harouni, David, et al.
Publicado: (2025)
Specialized Foundation Models for Intelligent Operating Rooms
por: Özsoy, Ege, et al.
Publicado: (2025)
por: Özsoy, Ege, et al.
Publicado: (2025)
RaDialog: A Large Vision-Language Model for Radiology Report Generation and Conversational Assistance
por: Pellegrini, Chantal, et al.
Publicado: (2023)
por: Pellegrini, Chantal, et al.
Publicado: (2023)
ORacle: Large Vision-Language Models for Knowledge-Guided Holistic OR Domain Modeling
por: Özsoy, Ege, et al.
Publicado: (2024)
por: Özsoy, Ege, et al.
Publicado: (2024)
Prototype-Based Knowledge Guidance for Fine-Grained Structured Radiology Reporting
por: Pellegrini, Chantal, et al.
Publicado: (2026)
por: Pellegrini, Chantal, et al.
Publicado: (2026)
MAGDA: Multi-agent guideline-driven diagnostic assistance
por: Bani-Harouni, David, et al.
Publicado: (2024)
por: Bani-Harouni, David, et al.
Publicado: (2024)
MM-OR: A Large Multimodal Operating Room Dataset for Semantic Understanding of High-Intensity Surgical Environments
por: Özsoy, Ege, et al.
Publicado: (2025)
por: Özsoy, Ege, et al.
Publicado: (2025)
Learning Diagnostic Reasoning for Decision Support in Toxicology
por: Oberländer, Nico, et al.
Publicado: (2026)
por: Oberländer, Nico, et al.
Publicado: (2026)
Calibrated Confidence Expression for Radiology Report Generation
por: Bani-Harouni, David, et al.
Publicado: (2026)
por: Bani-Harouni, David, et al.
Publicado: (2026)
SpeechCT-CLIP: Distilling Text-Image Knowledge to Speech for Voice-Native Multimodal CT Analysis
por: Buess, Lukas, et al.
Publicado: (2025)
por: Buess, Lukas, et al.
Publicado: (2025)
PhenoKG: Knowledge Graph-Driven Gene Discovery and Patient Insights from Phenotypes Alone
por: Zaripova, Kamilia, et al.
Publicado: (2025)
por: Zaripova, Kamilia, et al.
Publicado: (2025)
Knowledge Graph Sparsification for GNN-based Rare Disease Diagnosis
por: Cara, Premt, et al.
Publicado: (2025)
por: Cara, Premt, et al.
Publicado: (2025)
Location-Free Scene Graph Generation
por: Özsoy, Ege, et al.
Publicado: (2023)
por: Özsoy, Ege, et al.
Publicado: (2023)
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding
por: Özsoy, Ege, et al.
Publicado: (2025)
por: Özsoy, Ege, et al.
Publicado: (2025)
PanORama: Multiview Consistent Panoptic Segmentation in Operating Rooms
por: Gürbüz, Tuna, et al.
Publicado: (2026)
por: Gürbüz, Tuna, et al.
Publicado: (2026)
CKD-EHR:Clinical Knowledge Distillation for Electronic Health Records
por: Wang, Junke, et al.
Publicado: (2025)
por: Wang, Junke, et al.
Publicado: (2025)
Global Contrastive Training for Multimodal Electronic Health Records with Language Supervision
por: Ma, Yingbo, et al.
Publicado: (2024)
por: Ma, Yingbo, et al.
Publicado: (2024)
Multimodal Fusion of EHR in Structures and Semantics: Integrating Clinical Records and Notes with Hypergraph and LLM
por: Cui, Hejie, et al.
Publicado: (2024)
por: Cui, Hejie, et al.
Publicado: (2024)
Equitable Electronic Health Record Prediction with FAME: Fairness-Aware Multimodal Embedding
por: Hooman, Nikkie, et al.
Publicado: (2025)
por: Hooman, Nikkie, et al.
Publicado: (2025)
EMERGE: Enhancing Multimodal Electronic Health Records Predictive Modeling with Retrieval-Augmented Generation
por: Zhu, Yinghao, et al.
Publicado: (2024)
por: Zhu, Yinghao, et al.
Publicado: (2024)
Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data
por: Zhu, Yinghao, et al.
Publicado: (2024)
por: Zhu, Yinghao, et al.
Publicado: (2024)
CAAT-EHR: Cross-Attentional Autoregressive Transformer for Multimodal Electronic Health Record Embeddings
por: Olaimat, Mohammad Al, et al.
Publicado: (2025)
por: Olaimat, Mohammad Al, et al.
Publicado: (2025)
Large Language Models are Powerful Electronic Health Record Encoders
por: Hegselmann, Stefan, et al.
Publicado: (2025)
por: Hegselmann, Stefan, et al.
Publicado: (2025)
TimEHR: Image-based Time Series Generation for Electronic Health Records
por: Karami, Hojjat, et al.
Publicado: (2024)
por: Karami, Hojjat, et al.
Publicado: (2024)
EHR-R1: A Reasoning-Enhanced Foundational Language Model for Electronic Health Record Analysis
por: Liao, Yusheng, et al.
Publicado: (2025)
por: Liao, Yusheng, et al.
Publicado: (2025)
Multi-lingual Multi-institutional Electronic Health Record based Predictive Model
por: Hur, Kyunghoon, et al.
Publicado: (2026)
por: Hur, Kyunghoon, et al.
Publicado: (2026)
Early Prediction of Alzheimers Disease Leveraging Symptom Occurrences from Longitudinal Electronic Health Records of US Military Veterans
por: Li, Rumeng, et al.
Publicado: (2023)
por: Li, Rumeng, et al.
Publicado: (2023)
FeatEHR-LLM: Leveraging Large Language Models for Feature Engineering in Electronic Health Records
por: Karami, Hojjat, et al.
Publicado: (2026)
por: Karami, Hojjat, et al.
Publicado: (2026)
ComplicaCode: Enhancing Disease Complication Detection in Electronic Health Records through ICD Path Generation
por: Zhou, Xiaofan
Publicado: (2023)
por: Zhou, Xiaofan
Publicado: (2023)
TEE4EHR: Transformer Event Encoder for Better Representation Learning in Electronic Health Records
por: Karami, Hojjat, et al.
Publicado: (2024)
por: Karami, Hojjat, et al.
Publicado: (2024)
RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records
por: Xu, Ran, et al.
Publicado: (2024)
por: Xu, Ran, et al.
Publicado: (2024)
DR.EHR: Dense Retrieval for Electronic Health Record with Knowledge Injection and Synthetic Data
por: Zhao, Zhengyun, et al.
Publicado: (2025)
por: Zhao, Zhengyun, et al.
Publicado: (2025)
Ensemble BERT for Medication Event Classification on Electronic Health Records (EHRs)
por: Sarker, Shouvon, et al.
Publicado: (2025)
por: Sarker, Shouvon, et al.
Publicado: (2025)
Autocompletion of Chief Complaints in the Electronic Health Records using Large Language Models
por: Islam, K M Sajjadul, et al.
Publicado: (2024)
por: Islam, K M Sajjadul, et al.
Publicado: (2024)
Counterfactual Explanations for Medical Image Classification and Regression using Diffusion Autoencoder
por: Atad, Matan, et al.
Publicado: (2024)
por: Atad, Matan, et al.
Publicado: (2024)
FairEHR-CLP: Towards Fairness-Aware Clinical Predictions with Contrastive Learning in Multimodal Electronic Health Records
por: Wang, Yuqing, et al.
Publicado: (2024)
por: Wang, Yuqing, et al.
Publicado: (2024)
EHR-RAGp: Retrieval-Augmented Prototype-Guided Foundation Model for Electronic Health Records
por: Shurrab, Saeed, et al.
Publicado: (2026)
por: Shurrab, Saeed, et al.
Publicado: (2026)
Tokenization Tradeoffs in Structured EHR Foundation Models
por: Guo, Lin Lawrence, et al.
Publicado: (2026)
por: Guo, Lin Lawrence, et al.
Publicado: (2026)
MedRep: Medical Concept Representation for General Electronic Health Record Foundation Models
por: Kim, Junmo, et al.
Publicado: (2025)
por: Kim, Junmo, et al.
Publicado: (2025)
Ejemplares similares
-
Language Agents for Hypothesis-driven Clinical Decision Making with Reinforcement Learning
por: Bani-Harouni, David, et al.
Publicado: (2025) -
Rewarding Doubt: A Reinforcement Learning Approach to Calibrated Confidence Expression of Large Language Models
por: Bani-Harouni, David, et al.
Publicado: (2025) -
Specialized Foundation Models for Intelligent Operating Rooms
por: Özsoy, Ege, et al.
Publicado: (2025) -
RaDialog: A Large Vision-Language Model for Radiology Report Generation and Conversational Assistance
por: Pellegrini, Chantal, et al.
Publicado: (2023) -
ORacle: Large Vision-Language Models for Knowledge-Guided Holistic OR Domain Modeling
por: Özsoy, Ege, et al.
Publicado: (2024)