MAGMA – Multimodal Augmentation of Generative Models through Adapter-based Finetuning, 21.10.2024, Lea Chrysanthopoulou
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models, 28.10.2024, Louis Müller
Flamingo: a Visual Language Model for Few-Shot Learning,  04.11.2024, Nilushika Nadaraj
Self-supervised transformer for sparse and irregularly sampled multivariate clinical time-series, 04.11.2024, Zhao Gwinn
Research on Multimodal Fusion of Temporal Electronic Medical Records, 11.11.2024, Zhaokun Wang
PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning, 11.11.2024, Lisanne Rüh
A Multimodal Transformer: Fusing Clinical Notes with Structured EHR Data for Interpretable In-Hospital Mortality Prediction, 18.11.2024, Gianina Krone
Deep multi-modal intermediate fusion of clinical record and time series data in mortality prediction, 18.11.2024, Jakob Forstmann
FuseMoE: Mixture-of-Experts Transformers for Fleximodal Fusion, 25.11.2024,  Yutong He
Learning Missing Modal Electronic Health Records with Unified Multi-modal Data Embedding and Modality-Aware Attention, 25.11.2024, Xiran Hu 
Integrating Physiological Time Series and Clinical Notes with Transformer for Early Prediction of Sepsis, 02.12.2024, Finn Hillengass
Multimodal Pretraining of Medical Time Series and Notes, 02.12.2024, Junhong Cai
Learning to write notes in electronic health records, 09.12.2024, Tim Kolber
The shaky foundations of large language models and foundation models for electronic health records. 09.12.2024, Maya Arseven
Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling, 16.12.2024, Shaowei Zhang
Time Series as Images: Vision Transformer for Irregularly Sampled Time Series, 16.12.2024, Weiguo Li
Hierarchical Pretraining on Multimodal Electronic Health Records, 07.01.2024, Mengtong Guo
Subtle variation in sepsis-III definitions markedly influences predictive performance within and across methods, 07.01.2024, Yaxi Zhuang

Language Models Still Struggle to Zero-shot Reason about Time Series, 14.01.2024, Yuzhen He
OR
Unleash The Power of Pre-Trained Language Models for Irregularly Sampled Time Series, 14.01.2024, Yuzhen He