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Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models?

21 January 2023

Ding Zhao

Papers citing "Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models?"

29 / 29 papers shown

Title
LiveSeg: Unsupervised Multimodal Temporal Segmentation of Long Livestream Videos Jielin Qiu Franck Dernoncourt Trung Bui Zhaowen Wang Ding Zhao Hailin Jin AI4TS 52 5 0 12 Oct 2022
Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment Jielin Qiu Jiacheng Zhu Mengdi Xu Franck Dernoncourt Trung Bui Zhaowen Wang Yue Liu Ding Zhao Hailin Jin 68 11 0 10 Oct 2022
Can Brain Signals Reveal Inner Alignment with Human Languages? William Jongwon Han Jielin Qiu Jiacheng Zhu Mengdi Xu Douglas Weber Yue Liu Ding Zhao 85 13 0 10 Aug 2022
GeoECG: Data Augmentation via Wasserstein Geodesic Perturbation for Robust Electrocardiogram Prediction Jiacheng Zhu Jielin Qiu Zhuolin Yang Douglas Weber M. Rosenberg Emerson Liu Yue Liu Ding Zhao OOD 64 13 0 02 Aug 2022
Leveraging Language for Accelerated Learning of Tool Manipulation Allen Z. Ren Bharat Govil Tsung-Yen Yang Karthik Narasimhan Anirudha Majumdar LM&Ro 79 36 0 27 Jun 2022
Can Foundation Models Perform Zero-Shot Task Specification For Robot Manipulation? Yuchen Cui S. Niekum Abhi Gupta Vikash Kumar Aravind Rajeswaran LM&Ro 86 79 0 23 Apr 2022
InCoder: A Generative Model for Code Infilling and Synthesis Daniel Fried Armen Aghajanyan Jessy Lin Sida I. Wang Eric Wallace Freda Shi Ruiqi Zhong Wen-tau Yih Luke Zettlemoyer M. Lewis SyDa 76 652 0 12 Apr 2022
Semantic Exploration from Language Abstractions and Pretrained Representations Allison C. Tam Neil C. Rabinowitz Andrew Kyle Lampinen Nicholas A. Roy Stephanie C. Y. Chan D. Strouse Jane X. Wang Andrea Banino Felix Hill LM&Ro 100 70 0 08 Apr 2022
MHMS: Multimodal Hierarchical Multimedia Summarization Jielin Qiu Jiacheng Zhu Mengdi Xu Franck Dernoncourt Trung Bui Zhaowen Wang Yue Liu Ding Zhao Hailin Jin 89 12 0 07 Apr 2022
Do As I Can, Not As I Say: Grounding Language in Robotic Affordances Michael Ahn Anthony Brohan Noah Brown Yevgen Chebotar Omar Cortes ... Ted Xiao Peng Xu Sichun Xu Mengyuan Yan Andy Zeng LM&Ro 192 1,984 0 04 Apr 2022
Socratic Models: Composing Zero-Shot Multimodal Reasoning with Language Andy Zeng Maria Attarian Brian Ichter K. Choromanski Adrian S. Wong ... Michael S. Ryoo Vikas Sindhwani Johnny Lee Vincent Vanhoucke Peter R. Florence ReLM LRM 158 588 0 01 Apr 2022
Pre-Trained Language Models for Interactive Decision-Making Shuang Li Xavier Puig Chris Paxton Yilun Du Clinton Jia Wang ... Anima Anandkumar Jacob Andreas Igor Mordatch Antonio Torralba Yuke Zhu LM&Ro 110 262 0 03 Feb 2022
Simple but Effective: CLIP Embeddings for Embodied AI Apoorv Khandelwal Luca Weihs Roozbeh Mottaghi Aniruddha Kembhavi VLM LM&Ro 87 230 0 18 Nov 2021
Natural Language Processing for Smart Healthcare Binggui Zhou Guanghua Yang Zheng Shi Shaodan Ma AI4MH LM&MA 56 115 0 19 Oct 2021
Intra-Inter Subject Self-supervised Learning for Multivariate Cardiac Signals Xiang Lan Dianwen Ng linda Qiao Mengling Feng OOD 96 52 0 18 Sep 2021
A Transformer Architecture for Stress Detection from ECG Behnam Behinaein Anubha Bhatti D. Rodenburg Paul Hungler Ali Etemad 49 56 0 22 Aug 2021
Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing Yu Gu Robert Tinn Hao Cheng Michael R. Lucas Naoto Usuyama Xiaodong Liu Tristan Naumann Jianfeng Gao Hoifung Poon LM&MA AI4CE 114 1,782 0 31 Jul 2020
Fine-grained Video-Text Retrieval with Hierarchical Graph Reasoning Shizhe Chen Yida Zhao Qin Jin Qi Wu 96 314 0 01 Mar 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 611 4,905 0 23 Jan 2020
Language Models Are An Effective Patient Representation Learning Technique For Electronic Health Record Data E. Steinberg Kenneth Jung Jason Alan Fries Conor K. Corbin Stephen Pfohl N. Shah 79 109 0 06 Jan 2020
Multimodal Emotion Recognition Using Deep Canonical Correlation Analysis Wei Liu Jielin Qiu Wei-Long Zheng Bao-Liang Lu 46 68 0 13 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 677 24,541 0 26 Jul 2019
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 352 5,860 0 21 Apr 2019
Publicly Available Clinical BERT Embeddings Emily Alsentzer John R. Murphy Willie Boag W. Weng Di Jin Tristan Naumann Matthew B. A. McDermott AI4MH 176 1,983 0 06 Apr 2019
Cross-Modal and Hierarchical Modeling of Video and Text Bowen Zhang Hexiang Hu Fei Sha BDL AI4TS 64 191 0 16 Oct 2018
Exploring Visual Relationship for Image Captioning Ting Yao Yingwei Pan Yehao Li Tao Mei 82 834 0 19 Sep 2018
Speaker Recognition from Raw Waveform with SincNet Mirco Ravanelli Yoshua Bengio 175 717 0 29 Jul 2018
Stacked Cross Attention for Image-Text Matching Kuang-Huei Lee Xi Chen G. Hua Houdong Hu Xiaodong He 101 1,156 0 21 Mar 2018
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 481 20,233 0 30 Oct 2017