Improving Clinical Outcome Predictions Using Convolution over Medical Entities with Multimodal Learning

24 November 2020

Papers citing "Improving Clinical Outcome Predictions Using Convolution over Medical Entities with Multimodal Learning"

9 / 9 papers shown

Title
Contrastive Learning on Multimodal Analysis of Electronic Health Records Tianxi Cai Feiqing Huang Ryumei Nakada Linjun Zhang Doudou Zhou 61 0 0 22 Mar 2024
Multimodal Machine Learning in Precision Health Adrienne S. Kline Hanyin Wang Yikuan Li Saya Dennis M. Hutch Zhenxing Xu Fei Wang F. Cheng Yuan Luo 27 15 0 10 Apr 2022
Integrated multimodal artificial intelligence framework for healthcare applications L. Soenksen Yu Ma C. Zeng L. Boussioux Kimberly Villalobos Carballo Liangyuan Na H. Wiberg Michael Lingzhi Li Ignacio Fuentes Dimitris Bertsimas 36 151 0 25 Feb 2022
Multimodal data matters: language model pre-training over structured and unstructured electronic health records Sicen Liu Xiaolong Wang Yongshuai Hou Ge Li Hui Wang Huiqin Xu Yang Xiang Buzhou Tang 52 30 0 25 Jan 2022
Machine Learning for Multimodal Electronic Health Records-based Research: Challenges and Perspectives Ziyi Liu Jiaqi Zhang Yongshuai Hou Xinran Zhang Ge Li Yang Xiang 19 14 0 09 Nov 2021
Patient Outcome and Zero-shot Diagnosis Prediction with Hypernetwork-guided Multitask Learning Shaoxiong Ji Pekka Marttinen 32 5 0 07 Sep 2021
Efficient Vector Representation for Documents through Corruption Minmin Chen 54 117 0 08 Jul 2017
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 312 13,373 0 25 Aug 2014
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 317 31,297 0 16 Jan 2013