MEDFuse: Multimodal EHR Data Fusion with Masked Lab-Test Modeling and Large Language Models

MEDFuse: Multimodal EHR Data Fusion with Masked Lab-Test Modeling and Large Language Models

CIKM ’24, October 21–25, 2024, Boise, ID, USA

Bibliographic Details
Main Authors:	Thao, Phan Nguyen Minh, Dao, Cong-Tinh, Wu, Chenwei, Wang, Jian-Zhe, Liu, Shun, Ding, Jun-En, Restrepo, David, Liu, Feng, Hung, Fang-Ming, Peng, Wen-Chih
Other Authors:	Massachusetts Institute of Technology. Institute for Medical Engineering & Science
Format:	Article
Language:	English
Published:	ACM\|Proceedings of the 33rd ACM International Conference on Information and Knowledge Management 2024
Online Access:	https://hdl.handle.net/1721.1/157546

Similar Items

Voice EHR: introducing multimodal audio data for health
by: Anibal, J, et al.
Published: (2025)

To exploit uncertainty masking for adaptive image rendering
by: Dong, Lu, et al.
Published: (2013)

Clinical Question-Answering over Distributed EHR Data
by: Jiang, Emily
Published: (2024)

Masked multiple state space model identification using FRD and evolutionary optimization
by: Efe, Mehmet Önder, et al.
Published: (2024)

Large multimodal models for visual reasoning
by: Duong, Ngoc Yen
Published: (2024)

Design of recursive digital filters using frequency-response masking technique
by: Liu, Qinglai
Published: (2020)

A phenotype-based AI pipeline outperforms human experts in differentially diagnosing rare diseases using EHRs
by: Mao, X, et al.
Published: (2025)

Contextual object detection with multimodal large language models
by: Zang, Yuhang, et al.
Published: (2024)

SOCIAL MASKING: The act of comfortable personalities
by: Yar, Lionel Jun Cheng
Published: (2018)

A multimodal multidomain multilingual medical foundation model for zero shot clinical diagnosis
by: Liu, F, et al.
Published: (2025)

KnowleNet: knowledge fusion network for multimodal sarcasm detection
by: Yue, Tan, et al.
Published: (2023)

15.389 G-Lab: Global Entrepreneurship Lab, Fall 2007
by: Morse, Kenneth, et al.
Published: (2007)

Integrated psychoacoustic active noise control and masking
by: Belyi, Valiantsin, et al.
Published: (2021)

An experimental setup for physiological evaluation of face mask
by: Joseph, Frank Gerard
Published: (2021)

VR chemistry lab
by: Shaanmugam, MN
Published: (2021)

Trip-chain based multimodal traffic assignment model with combined modes
by: Meng, Lincy Meng, et al.
Published: (2015)

Noise suppression using active noise control and masking
by: Rajora, Amit
Published: (2009)

Effect of masker orientation on masking efficacy in soundscape applications
by: Ong, Zhen Ting, et al.
Published: (2018)

OSPC: Multimodal Harmful Content Detection using Fine-tuned Language Models
by: Cai, Bill
Published: (2024)

New feature level fusion scheme for non-cooperative multimodal biometrics recognition /
by: Nur Musfirah Mustafa Albakri, 1991-, author 644508, et al.
Published: (2017)

New feature level fusion scheme for non-cooperative multimodal biometrics recognition /
by: Nur Musfirah Mustafa Albakri, 1991-, author 644508
Published: (2017)

Design of frequency response masking filters using window techniques
by: Leow, Siok Hua.
Published: (2009)

Analysis of improved side-channel attack on AES-128 with masking
by: Tee, Yee Yang
Published: (2020)

Multimodal fusion for navigation of autonomous mobile robots using a deep learning method
by: Lee, Anthony Wen Hao
Published: (2023)

Multimodal fusion based on hand gesture recognition technique with speech input for augmented reality /
by: Ajunewanis Ismail, 1985-, author 612237, et al.
Published: (2017)

Multimodal fusion based on hand gesture recognition technique with speech input for augmented reality /
by: Ajunewanis Ismail, 1985-, author 612237
Published: (2017)

Report on industrial attachment with Temasek Lab
by: Snowy, Leo.
Published: (2008)

Lab experiences for teaching undergraduate dynamics
by: Lilienkamp, Katherine A. (Katherine Ann), 1969-
Published: (2005)

Multipass steering protocols at Jefferson lab
by: Bodenstein, RM, et al.
Published: (2008)

Physical acoustics lab at the University of Oxford
by: Kwan, J, et al.
Published: (2024)

Systematically Working with Multimodal Data : Research Methods in Multimodal Discourse Analysis /
by: Norris, Sigrid, 1961-, author 654980, et al.
Published: (2019)

CAT: enhancing multimodal large language model to answer questions in dynamic audio-visual scenarios
by: Ye, Q, et al.
Published: (2024)

Deep learning-enabled 3D multimodal fusion of cone-beam CT and intraoral mesh scans for clinically applicable tooth-bone reconstruction
by: Liu, Jiaxiang, et al.
Published: (2023)

Association between COVID-19 outcomes and mask mandates, adherence, and attitudes
by: Adjodah, Dhaval, et al.
Published: (2021)

Teaching lab asset inventory management system
by: Soh, Boon Yen
Published: (2024)

Droplet microfluidics for lab-on-a-chip devices.
by: Lee, Stanley Jun Jie.
Published: (2013)

Construction of human digital twin model based on multimodal data and its application in locomotion mode identification
by: Zhong, Ruirui, et al.
Published: (2024)

Multimodal deception detection in videos
by: Syazwan Bin Jainal
Published: (2023)

Handheld platform for lab-on-chip surface tension measurement
by: Mecheri Sathyanarayanan Ashwin.
Published: (2010)

The role of expectation: attention in cognitive performance lab study
by: Wong, Cheryl Qi Yin
Published: (2023)