Skip to content
conftrace_

clinical time series

8 papers

Explore in graph

Co-occurring keywords · papers mentioning both

mortality prediction (2) recurrent neural network (2) time series modeling (2) multimodal learning (2) representation learning (2) uncertainty prediction (1) sepsis prediction (1) phenotype classification (1) sequence transformer (1) missing data modeling (1)

Papers

Multimodal Transformers for Clinical Time Series Forecasting and Early Sepsis Prediction NAACL 2025 JoLT: Jointly Learned Representations of Language and Time-Series for Clinical Time-Series Interpretation (Student Abstract) AAAI 2024 Trajectory Flow Matching with Applications to Clinical Time Series Modelling NeurIPS 2024 Sequential Multi-Dimensional Self-Supervised Learning for Clinical Time Series ICML 2023 MedFuse: Multi-modal fusion with clinical time-series data and chest X-ray images MLHC 2022 Relaxed Parameter Sharing: Effectively Modeling Time-Varying Relationships in Clinical Time-Series MLHC 2019 Learning to Exploit Invariances in Clinical Time-Series Data using Sequence Transformer Networks MLHC 2018 Directly Modeling Missing Data in Sequences with RNNs: Improved Classification of Clinical Time Series MLHC 2016