Contrast Everything: A Hierarchical Contrastive Framework for Medical
Time-Series

Contrast Everything: A Hierarchical Contrastive Framework for Medical Time-Series

21 October 2023

Yihe Wang

Xiang Zhang

Papers citing "Contrast Everything: A Hierarchical Contrastive Framework for Medical Time-Series"

12 / 12 papers shown

Title
Beyond Fixed Variables: Expanding-variate Time Series Forecasting via Flat Scheme and Spatio-temporal Focal Learning Minbo Ma Kai Tang Huan Li Fei Teng Dalin Zhang Tianrui Li AI4TS 34 0 0 24 Feb 2025
Efficient Hierarchical Contrastive Self-supervising Learning for Time Series Classification via Importance-aware Resolution Selection Kevin Garcia Juan Manuel Perez Yifeng Gao AI4TS 43 0 0 14 Feb 2025
MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Wei Fan Jingru Fei Dingyu Guo Kun Yi Xiaozhuang Song Haolong Xiang Hangting Ye Min Li AI4TS 93 1 0 06 Feb 2025
LEAD: Large Foundation Model for EEG-Based Alzheimer's Disease Detection Yihe Wang Nan Huang Nadia Mammone Marco Cecchi Xiang Zhang 70 0 0 02 Feb 2025
Enhancing Visual Inspection Capability of Multi-Modal Large Language Models on Medical Time Series with Supportive Conformalized and Interpretable Small Specialized Models Huayu Li Xiwen Chen C. Zhang S. Quan William D.S. Killgore Shu-Fen Wung Chen X. Chen Geng Yuan Jin Lu Ao Li 36 0 0 28 Jan 2025
Towards Neural Scaling Laws for Time Series Foundation Models Qingren Yao Chao-Han Huck Yang Renhe Jiang Yuxuan Liang Ming Jin Shirui Pan AI4TS AI4CE 42 6 0 16 Oct 2024
Toward Robust Early Detection of Alzheimer's Disease via an Integrated Multimodal Learning Approach Yifei Chen Shenghao Zhu Zhaojie Fang Chang Liu Binfeng Zou ... Fan Jia Feiwei Qin Jin Fan Yong Peng Changmiao Wang 23 1 0 29 Aug 2024
Nonlinear time-series embedding by monotone variational inequality Jonathan Y. Zhou Yao Xie AI4TS 29 0 0 11 Jun 2024
UNITS: A Unified Multi-Task Time Series Model Shanghua Gao Teddy Koker Owen Queen Thomas Hartvigsen Theodoros Tsiligkaridis Marinka Zitnik AI4TS 34 15 0 29 Feb 2024
End-to-End Human-Gaze-Target Detection with Transformers Danyang Tu Xiongkuo Min Huiyu Duan G. Guo Guangtao Zhai Wei Shen ViT 75 56 0 20 Mar 2022
Discovery of Single Independent Latent Variable Uri Shaham Jonathan Svirsky Ori Katz Ronen Talmon CML 16 2 0 12 Oct 2021
Intra-Inter Subject Self-supervised Learning for Multivariate Cardiac Signals Xiang Lan Dianwen Ng linda Qiao Mengling Feng OOD 43 51 0 18 Sep 2021