A Multimodal Transformer: Fusing Clinical Notes with Structured EHR Data for Interpretable In-Hospital Mortality Prediction

9 August 2022

Papers citing "A Multimodal Transformer: Fusing Clinical Notes with Structured EHR Data for Interpretable In-Hospital Mortality Prediction"

23 / 23 papers shown

Title
Assessing the Impact of the Quality of Textual Data on Feature Representation and Machine Learning Models Tabinda Sarwar Antonio Jose Jimeno Yepes Lawrence Cavedon 65 0 0 12 Feb 2025
TrojVLM: Backdoor Attack Against Vision Language Models Weimin Lyu Lu Pang Tengfei Ma Haibin Ling Chao Chen MLLM 29 7 0 28 Sep 2024
Time Matters: Examine Temporal Effects on Biomedical Language Models Weisi Liu Zhe He Xiaolei Huang 21 5 0 24 Jul 2024
Towards Robust Vision Transformer via Masked Adaptive Ensemble Fudong Lin Jiadong Lou Xu Yuan Nianfeng Tzeng ViT AAML 28 1 0 22 Jul 2024
Real-Time Summarization of Twitter Yixin Jin Meiqi Wang Meng Li Wenjing Zhou Yi Shen Hao Liu 26 1 0 11 Jul 2024
BadCLM: Backdoor Attack in Clinical Language Models for Electronic Health Records Weimin Lyu Zexin Bi Fusheng Wang Chao Chen 42 5 0 06 Jul 2024
Can Pre-trained Language Models Understand Chinese Humor? Yuyan Chen Zhixu Li Jiaqing Liang Yanghua Xiao Bang Liu Yunwen Chen 36 21 0 04 Jul 2024
Analyzing Multi-Head Attention on Trojan BERT Models Jingwei Wang 32 0 0 12 Jun 2024
An Open and Large-Scale Dataset for Multi-Modal Climate Change-aware Crop Yield Predictions Fudong Lin Kaleb Guillot Summer Crawford Yihe Zhang Xu Yuan Nian-Feng Tzeng AI4Cl AI4CE 28 5 0 10 Jun 2024
Advanced Payment Security System:XGBoost, LightGBM and SMOTE Integrated Qi Zheng Chang Yu Jin Cao Yongshun Xu Qianwen Xing Yinxin Jin 29 8 0 07 Jun 2024
Credit Card Fraud Detection Using Advanced Transformer Model Chang Yu Yongshun Xu Jin Cao Y. Zhang Yinxin Jin Mengran Zhu 32 43 0 06 Jun 2024
Mapping New Realities: Ground Truth Image Creation with Pix2Pix Image-to-Image Translation Zhenglin Li Bo Guan Yuanzhou Wei Yiming Zhou Jingyu Zhang Jinxin Xu 42 15 0 30 Apr 2024
Can Contrastive Learning Refine Embeddings Lihui Liu Jinha Kim Vidit Bansal SSL 32 1 0 11 Apr 2024
Task-Agnostic Detector for Insertion-Based Backdoor Attacks Weimin Lyu Xiao Lin Songzhu Zheng Lu Pang Haibin Ling Susmit Jha Chao Chen 43 25 0 25 Mar 2024
TaskCLIP: Extend Large Vision-Language Model for Task Oriented Object Detection Hanning Chen Wenjun Huang Yang Ni Sanggeon Yun Fei Wen Hugo Latapie Mohsen Imani ObjD MLLM VLM 35 16 0 12 Mar 2024
Temporal Cross-Attention for Dynamic Embedding and Tokenization of Multimodal Electronic Health Records Yingbo Ma Suraj Kolla Dhruv Kaliraman Victoria Nolan Zhenhong Hu ... T. Ozrazgat-Baslanti Tyler J. Loftus Parisa Rashidi A. Bihorac B. Shickel AI4TS 27 1 0 06 Mar 2024
Genie: Smart ROS-based Caching for Connected Autonomous Robots Zexin Li Soroush Bateni Cong Liu 34 1 0 29 Feb 2024
TA-RNN: an Attention-based Time-aware Recurrent Neural Network Architecture for Electronic Health Records Mohammad Al Olaimat S. Bozdag AI4TS MU 18 5 0 26 Jan 2024
XAI for In-hospital Mortality Prediction via Multimodal ICU Data Xingqiao Li Jindong Gu Zhiyong Wang Yancheng Yuan Bo Du Fengxiang He 22 2 0 29 Dec 2023
Attention-Enhancing Backdoor Attacks Against BERT-based Models Weimin Lyu Songzhu Zheng Lu Pang Haibin Ling Chao Chen 21 34 0 23 Oct 2023
MIMONet: Multi-Input Multi-Output On-Device Deep Learning Zexin Li Xiaoxi He Yufei Li Shahab Nikkhoo Wei Yang Lothar Thiele Cong Liu 35 5 0 22 Jul 2023
Learning Missing Modal Electronic Health Records with Unified Multi-modal Data Embedding and Modality-Aware Attention Kwanhyung Lee Soojeong Lee Sangchul Hahn Heejung Hyun E. Choi Byungeun Ahn Joohyung Lee 49 15 0 04 May 2023
Predicting Patient Outcomes with Graph Representation Learning Emma Rocheteau Catherine Tong Petar Velickovic Nicholas D. Lane Pietro Lió 45 48 0 11 Jan 2021