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Improving Medical Predictions by Irregular Multimodal Electronic Health
  Records Modeling
v1v2 (latest)

Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling

International Conference on Machine Learning (ICML), 2022
18 October 2022
Xinlu Zhang
Shiyang Li
Zhiyu Zoey Chen
Xifeng Yan
Linda R. Petzold
    AI4TS
ArXiv (abs)PDFHTML

Papers citing "Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling"

12 / 12 papers shown
Cross-Modal Alignment via Variational Copula Modelling
Cross-Modal Alignment via Variational Copula Modelling
Feng Wu
Tsai Hor Chan
Fuying Wang
Guosheng Yin
Lequan Yu
123
0
0
05 Nov 2025
Amplifying Prominent Representations in Multimodal Learning via Variational Dirichlet Process
Amplifying Prominent Representations in Multimodal Learning via Variational Dirichlet Process
Tsai Hor Chan
Feng Wu
Yihang Chen
Guosheng Yin
Lequan Yu
156
0
0
23 Oct 2025
Multimodal Disease Progression Modeling via Spatiotemporal Disentanglement and Multiscale Alignment
Multimodal Disease Progression Modeling via Spatiotemporal Disentanglement and Multiscale Alignment
Chen Liu
Wenfang Yao
Kejing Yin
William K. Cheung
Jing Qin
125
0
0
13 Oct 2025
Massively Multimodal Foundation Models: A Framework for Capturing Dependencies with Specialized Mixture-of-Experts
Massively Multimodal Foundation Models: A Framework for Capturing Dependencies with Specialized Mixture-of-Experts
Xing Han
Hsing-Huan Chung
Joydeep Ghosh
Paul Liang
Suchi Saria
MoE
249
0
0
30 Sep 2025
OASIS: Harnessing Diffusion Adversarial Network for Ocean Salinity Imputation using Sparse Drifter Trajectories
OASIS: Harnessing Diffusion Adversarial Network for Ocean Salinity Imputation using Sparse Drifter Trajectories
Bo Li
Yingqi Feng
Ming Jin
Xin-Yang Zheng
Yufei Tang
...
Qinghua Lu
Jingwei Yao
Shirui Pan
H. Zhang
Xingquan Zhu
DiffM
113
1
0
29 Aug 2025
MIRA: Medical Time Series Foundation Model for Real-World Health Data
MIRA: Medical Time Series Foundation Model for Real-World Health Data
Hao Li
Bowen Deng
Chang Xu
Zhiyuan Feng
Viktor Schlegel
...
Yizheng Sun
Jingyuan Sun
Kailai Yang
Yiyao Yu
Jiang Bian
AI4TSOODAI4CE
484
3
0
09 Jun 2025
CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis
CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records AnalysisAnnual Meeting of the Association for Computational Linguistics (ACL), 2024
Fuying Wang
Feng Wu
Yihan Tang
Lequan Yu
AI4TS
411
3
0
01 Nov 2024
Addressing Asynchronicity in Clinical Multimodal Fusion via
  Individualized Chest X-ray Generation
Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray GenerationNeural Information Processing Systems (NeurIPS), 2024
Wenfang Yao
Chen Liu
Kejing Yin
W. K. Cheung
Jing Qin
179
4
0
23 Oct 2024
Irregularity-Informed Time Series Analysis: Adaptive Modelling of
  Spatial and Temporal Dynamics
Irregularity-Informed Time Series Analysis: Adaptive Modelling of Spatial and Temporal DynamicsInternational Conference on Information and Knowledge Management (CIKM), 2024
Liangwei Nathan Zheng
Zhengyang Li
Chang George Dong
Wei Emma Zhang
Lin Yue
Miao Xu
Olaf Maennel
Weitong Chen
AI4TS
282
8
0
16 Oct 2024
FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal
  Healthcare Prediction
FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction
Muhao Xu
Zhenfeng Zhu
Youru Li
Shuai Zheng
Yawei Zhao
Kunlun He
Yao Zhao
182
4
0
17 Jun 2024
Scalable Numerical Embeddings for Multivariate Time Series: Enhancing
  Healthcare Data Representation Learning
Scalable Numerical Embeddings for Multivariate Time Series: Enhancing Healthcare Data Representation Learning
Chun-Kai Huang
Yi-Hsien Hsieh
Ta-Jung Chien
Li-Cheng Chien
Shao-Hua Sun
T. Su
J. Kao
Che Lin
AI4TS
248
2
0
26 May 2024
FuseMoE: Mixture-of-Experts Transformers for Fleximodal Fusion
FuseMoE: Mixture-of-Experts Transformers for Fleximodal Fusion
Xing Han
Huy Nguyen
Carl Harris
Nhat Ho
Suchi Saria
MoE
391
50
0
05 Feb 2024
1