Cover Image

Zero-shot Medical Event Prediction Using a Generative Pre-trained Transformer on Electronic Health Records

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Redekop, Ekaterina, Wang, Zichen, Kulkarni, Rushikesh, Pleasure, Mara, Chin, Aaron, Hassanzadeh, Hamid Reza, Hill, Brian L., Emami, Melika, Speier, William, Arnold, Corey W.
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SPADE: Spatial Transcriptomics and Pathology Alignment Using a Mixture of Data Experts for an Expressive Latent Space
by: Redekop, Ekaterina, et al.
Published: (2025)

Prototype-Guided Diffusion for Digital Pathology: Achieving Foundation Model Performance with Minimal Clinical Data
by: Redekop, Ekaterina, et al.
Published: (2025)

Digital Volumetric Biopsy Cores Improve Gleason Grading of Prostate Cancer Using Deep Learning
by: Redekop, Ekaterina, et al.
Published: (2024)

Computational Mapping of Reactive Stroma in Prostate Cancer Yields Interpretable, Prognostic Biomarkers
by: Pleasure, Mara, et al.
Published: (2026)

Pretext Matters: An Empirical Study of SSL Methods in Medical Imaging
by: Ivezić, Vedrana, et al.
Published: (2026)

CytoFM: The first cytology foundation model
by: Ivezić, Vedrana, et al.
Published: (2025)

Mentality: A Mamba-based Approach towards Foundation Models for EEG
by: Panchavati, Saarang, et al.
Published: (2025)

US-JEPA: A Joint Embedding Predictive Architecture for Medical Ultrasound
by: Radhachandran, Ashwath, et al.
Published: (2026)

Laya: A LeJEPA Approach to EEG via Latent Prediction over Reconstruction
by: Panchavati, Saarang, et al.
Published: (2026)

Modularized Zero-shot VQA with Pre-trained Models
by: Cao, Rui, et al.
Published: (2023)

Set-Theoretically Perfect Ideals and Residual Intersections
by: Hassanzadeh, S. Hamid
Published: (2024)

Set‐theoretically perfect ideals and residual intersections
by: S. Hamid Hassanzadeh
Published: (2025)

Masked Pre-training Enables Universal Zero-shot Denoiser
by: Ma, Xiaoxiao, et al.
Published: (2024)

A Generative Imputation Method for Multimodal Alzheimer's Disease Diagnosis
by: Hassanzadeh, Reihaneh, et al.
Published: (2025)

Cross-Modality Translation with Generative Adversarial Networks to Unveil Alzheimer's Disease Biomarkers
by: Hassanzadeh, Reihaneh, et al.
Published: (2024)

From Policy to Logic for Efficient and Interpretable Coverage Assessment
by: Pokharel, Rhitabrat, et al.
Published: (2026)

DSA-NRP: No-Reflow Prediction from Angiographic Perfusion Dynamics in Stroke EVT
by: Athreya, Shreeram, et al.
Published: (2025)

Robust Pre-Training of Medical Vision-and-Language Models with Domain-Invariant Multi-Modal Masked Reconstruction
by: Filvantorkaman, Melika, et al.
Published: (2026)

Ultrasound Image Enhancement using CycleGAN and Perceptual Loss
by: Athreya, Shreeram, et al.
Published: (2023)

Pre-trained Language Models and Few-shot Learning for Medical Entity Extraction
by: Wang, Xiaokai, et al.
Published: (2025)

Zero-shot Meta-learning for Tabular Prediction Tasks with Adversarially Pre-trained Transformer
by: Wu, Yulun, et al.
Published: (2025)

A Pre-trained Sequential Recommendation Framework: Popularity Dynamics for Zero-shot Transfer
by: Wang, Junting, et al.
Published: (2024)

Reducing Waiting Time for Medical Tourists Through Hybrid Agent-Based and Discrete-Event Simulation: A Hospital Case Study
by: Baghi, Melika, et al.
Published: (2026)

Zero-shot and Few-shot Generation Strategies for Artificial Clinical Records
by: Frayling, Erlend, et al.
Published: (2024)

Deformation of Residual Intersections
by: Hassanzadeh, Hamid, et al.
Published: (2024)

INRIM_Brand1_25F_2_min10C_0k_EDLC_single
by: Zucca, Mauro, et al.
Published: (2026)

Evaluation Of P300 Speller Performance Using Large Language Models Along With Cross-Subject Training
by: Parthasarathy, Nithin, et al.
Published: (2024)

Predicting Thrombectomy Recanalization from CT Imaging Using Deep Learning Models
by: Zhang, Haoyue, et al.
Published: (2023)

High Performance P300 Spellers Using GPT2 Word Prediction With Cross-Subject Training
by: Parthasarathy, Nithin, et al.
Published: (2024)

TempoPFN: Synthetic Pre-training of Linear RNNs for Zero-shot Time Series Forecasting
by: Moroshan, Vladyslav, et al.
Published: (2025)

DINO-WM: World Models on Pre-trained Visual Features enable Zero-shot Planning
by: Zhou, Gaoyue, et al.
Published: (2024)

Effects of Linear Modulation of Electrotactile Signals Using a Novel Device on Sensation Naturalness and Perceptual Intensity
by: Bayat, Amirhossein, et al.
Published: (2025)

A note on the regularity of products
by: Hassanzadeh, Seyed Hamid, et al.
Published: (2010)

Estimation of embedding vectors in high dimensions
by: Azar, Golara Ahmadi, et al.
Published: (2023)

Effectiveness of Pre-training for Few-shot Intent Classification
by: Zhang, Haode, et al.
Published: (2021)

ColBERT-Zero: To Pre-train Or Not To Pre-train ColBERT models
by: Chaffin, Antoine, et al.
Published: (2026)

Zero- and Few-shot Sound Event Localization and Detection
by: Shimada, Kazuki, et al.
Published: (2023)

Classification of Breast Tumours Based on Histopathology Images Using Deep Features and Ensemble of Gradient Boosting Methods
by: Abbasniya, Mohammad Reza, et al.
Published: (2022)

INRIM_Brand2_90F_4_23C_0k_Hybrid_Module
by: Zucca, Mauro, et al.
Published: (2026)

INRIM_Brand2_90F_4_23C_0k_Hybrid_Module
by: Zucca, Mauro, et al.
Published: (2026)