SHNN: A single-channel EEG sleep staging model based on semi-supervised learning

PhysioBank, PhysioToolkit, and PhysioNet

Ary L. Goldberger, Luı́s A. Nunes Amaral, Leon Glass et al. · Circulation · 2000 · 14.1K citations · Full text

Heart Failure, Engineering, Healthy Subjects +17

Hierarchical Attention Networks for Document Classification

Zichao Yang, Diyi Yang, Chris Dyer et al. · 2016 · 4.7K citations · Full text

Engineering, Part-of-speech Tagging, Language Processing +18

A survey on semi-supervised learning

Jesper E. van Engelen, Holger H. Hoos · Machine Learning · 2019 · 2.4K citations · Full text

Artificial Intelligence, Natural Language Processing, Engineering +14

Self-Training With Noisy Student Improves ImageNet Classification

Qizhe Xie, Minh-Thang Luong, Eduard Hovy et al. · 2020 · 2.2K citations

Engineering, Machine Learning, Multimodal Llm +17

DeepSleepNet: A Model for Automatic Sleep Stage Scoring Based on Raw Single-Channel EEG

Akara Supratak, Hao Dong, Chao Wu et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2017 · 1.3K citations · Full text