GRU-D Characterizes Age-Specific Temporal Missingness in MIMIC-IV
Fuente:
arXiv
Saved in:
| Main Authors: | Giesa, Niklas, Akgül, Mert, Boie, Sebastian Daniel, Balzer, Felix |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Generative clinical time series models trained on moderate amounts of patient data are privacy preserving
by: Zhumagambetov, Rustam, et al.
Published: (2026)
by: Zhumagambetov, Rustam, et al.
Published: (2026)
MIMIC-IV-Ext-PE: Using a large language model to predict pulmonary embolism phenotype in the MIMIC-IV dataset
by: Lam, B. D., et al.
Published: (2024)
by: Lam, B. D., et al.
Published: (2024)
A Multimodal Data Processing Pipeline for MIMIC-IV Dataset
by: Adiba, Farzana Islam, et al.
Published: (2026)
by: Adiba, Farzana Islam, et al.
Published: (2026)
Benchmarking with MIMIC-IV, an irregular, spare clinical time series dataset
by: Bui, Hung, et al.
Published: (2024)
by: Bui, Hung, et al.
Published: (2024)
AttentiveGRUAE: An Attention-Based GRU Autoencoder for Temporal Clustering and Behavioral Characterization of Depression from Wearable Data
by: Soley, Nidhi, et al.
Published: (2025)
by: Soley, Nidhi, et al.
Published: (2025)
FTT-GRU: A Hybrid Fast Temporal Transformer with GRU for Remaining Useful Life Prediction
by: Chirukiri, Varun Teja, et al.
Published: (2025)
by: Chirukiri, Varun Teja, et al.
Published: (2025)
An Integrated Framework for Explainable, Fair, and Observable Hospital Readmission Prediction: Development and Validation on MIMIC-IV
by: Adisa, Isaac Tosin
Published: (2026)
by: Adisa, Isaac Tosin
Published: (2026)
STLGRU: Spatio-Temporal Lightweight Graph GRU for Traffic Flow Prediction
by: Bhaumik, Kishor Kumar, et al.
Published: (2022)
by: Bhaumik, Kishor Kumar, et al.
Published: (2022)
Hitting Time Isomorphism for Multi-Stage Planning with Foundation Policies
by: Boock, Magnus Victor, et al.
Published: (2026)
by: Boock, Magnus Victor, et al.
Published: (2026)
Validating Emergency Department Admission Predictions Based on Local Data Through MIMIC-IV
by: Meimeti, Francesca, et al.
Published: (2025)
by: Meimeti, Francesca, et al.
Published: (2025)
Distributional Active Inference
by: Akgül, Abdullah, et al.
Published: (2026)
by: Akgül, Abdullah, et al.
Published: (2026)
TANDEM: Temporal Attention-guided Neural Differential Equations for Missingness in Time Series Classification
by: Oh, YongKyung, et al.
Published: (2025)
by: Oh, YongKyung, et al.
Published: (2025)
Domain Adaptation Under MNAR Missingness
by: Stokes, Tyrel, et al.
Published: (2025)
by: Stokes, Tyrel, et al.
Published: (2025)
MCCE: Missingness-aware Causal Concept Explainer
by: Gao, Jifan, et al.
Published: (2024)
by: Gao, Jifan, et al.
Published: (2024)
Nearly Optimal Bayesian Inference for Structural Missingness
by: Liang, Chen, et al.
Published: (2026)
by: Liang, Chen, et al.
Published: (2026)
Missingness Bias Calibration in Feature Attribution Explanations
by: Sridhar, Shailesh, et al.
Published: (2026)
by: Sridhar, Shailesh, et al.
Published: (2026)
Weakly-Supervised Multimodal Learning on MIMIC-CXR
by: Agostini, Andrea, et al.
Published: (2024)
by: Agostini, Andrea, et al.
Published: (2024)
Evaluating the Fairness of the MIMIC-IV Dataset and a Baseline Algorithm: Application to the ICU Length of Stay Prediction
by: Kakadiaris, Alexandra
Published: (2023)
by: Kakadiaris, Alexandra
Published: (2023)
Quantifying Potential Observation Missingness in Inverse Reinforcement Learning
by: Benac, Leo, et al.
Published: (2026)
by: Benac, Leo, et al.
Published: (2026)
Gradient Boosting for Spatial Regression Models with Autoregressive Disturbances
by: Balzer, Michael
Published: (2025)
by: Balzer, Michael
Published: (2025)
MC-GRU:a Multi-Channel GRU network for generalized nonlinear structural response prediction across structures
by: He, Shan, et al.
Published: (2025)
by: He, Shan, et al.
Published: (2025)
Increasing Missingness to Reduce Bias: Richardson-SGD with Missing Data
by: Genans, Ferdinand, et al.
Published: (2026)
by: Genans, Ferdinand, et al.
Published: (2026)
Fair Graph Machine Learning under Adversarial Missingness Processes
by: Lina, Debolina Halder, et al.
Published: (2023)
by: Lina, Debolina Halder, et al.
Published: (2023)
MEETI: A Multimodal ECG Dataset from MIMIC-IV-ECG with Signals, Images, Features and Interpretations
by: Zhang, Deyun, et al.
Published: (2025)
by: Zhang, Deyun, et al.
Published: (2025)
Predicting Length of Stay in Neurological ICU Patients Using Classical Machine Learning and Neural Network Models: A Benchmark Study on MIMIC-IV
by: Gabitashvili, Alexander, et al.
Published: (2025)
by: Gabitashvili, Alexander, et al.
Published: (2025)
Age band compression under health care reform / Kurt Giesa, Chris Carlson
by: Giesa, Kurt
by: Giesa, Kurt
Beyond Random Missingness: Clinically Rethinking for Healthcare Time Series Imputation
by: Qian, Linglong, et al.
Published: (2024)
by: Qian, Linglong, et al.
Published: (2024)
Exploiting Missing Data Remediation Strategies using Adversarial Missingness Attacks
by: Koyuncu, Deniz, et al.
Published: (2024)
by: Koyuncu, Deniz, et al.
Published: (2024)
Understanding Missingness in Time-series Electronic Health Records for Individualized Representation
by: Ghosheh, Ghadeer O., et al.
Published: (2024)
by: Ghosheh, Ghadeer O., et al.
Published: (2024)
MIRRAMS: Learning Robust Tabular Models under Unseen Missingness Shifts
by: Lee, Jihye, et al.
Published: (2025)
by: Lee, Jihye, et al.
Published: (2025)
Conditional Imputation for Within-Modality Missingness in Multi-Modal Federated Learning
by: Zheng, Wugeng, et al.
Published: (2026)
by: Zheng, Wugeng, et al.
Published: (2026)
Imputation of Unknown Missingness in Sparse Electronic Health Records
by: Han, Jun, et al.
Published: (2026)
by: Han, Jun, et al.
Published: (2026)
Missingness-MDPs: Bridging the Theory of Missing Data and POMDPs
by: Wendland, Joshua, et al.
Published: (2026)
by: Wendland, Joshua, et al.
Published: (2026)
PiCME: Pipeline for Contrastive Modality Evaluation and Encoding in the MIMIC Dataset
by: Golovanevsky, Michal, et al.
Published: (2025)
by: Golovanevsky, Michal, et al.
Published: (2025)
MIMIC: A Generative Multimodal Foundation Model for Biomolecules
by: Golkar, Siavash, et al.
Published: (2026)
by: Golkar, Siavash, et al.
Published: (2026)
RECIPE-TKG: From Sparse History to Structured Reasoning for LLM-based Temporal Knowledge Graph Completion
by: Akgül, Ömer Faruk, et al.
Published: (2025)
by: Akgül, Ömer Faruk, et al.
Published: (2025)
Mixed Matrix Completion in Complex Survey Sampling under Heterogeneous Missingness
by: Mao, Xiaojun, et al.
Published: (2024)
by: Mao, Xiaojun, et al.
Published: (2024)
Blockwise Missingness meets AI: A Tractable Solution for Semiparametric Inference
by: Xu, Qi, et al.
Published: (2025)
by: Xu, Qi, et al.
Published: (2025)
Machine Learning-Based Prediction of ICU Mortality in Sepsis-Associated Acute Kidney Injury Patients Using MIMIC-IV Database with Validation from eICU Database
by: Chen, Shuheng, et al.
Published: (2025)
by: Chen, Shuheng, et al.
Published: (2025)
MCI-GRU: Stock Prediction Model Based on Multi-Head Cross-Attention and Improved GRU
by: Zhu, Peng, et al.
Published: (2024)
by: Zhu, Peng, et al.
Published: (2024)
Similar Items
-
Generative clinical time series models trained on moderate amounts of patient data are privacy preserving
by: Zhumagambetov, Rustam, et al.
Published: (2026) -
MIMIC-IV-Ext-PE: Using a large language model to predict pulmonary embolism phenotype in the MIMIC-IV dataset
by: Lam, B. D., et al.
Published: (2024) -
A Multimodal Data Processing Pipeline for MIMIC-IV Dataset
by: Adiba, Farzana Islam, et al.
Published: (2026) -
Benchmarking with MIMIC-IV, an irregular, spare clinical time series dataset
by: Bui, Hung, et al.
Published: (2024) -
AttentiveGRUAE: An Attention-Based GRU Autoencoder for Temporal Clustering and Behavioral Characterization of Depression from Wearable Data
by: Soley, Nidhi, et al.
Published: (2025)