[ { "Accuracy": 84, "code_links": [], "date": "2019-02-18", "date2": 20190218, "model": "IITNet CRNN [Fpz-Cz]", "paper": { "title": "Intra- and Inter-epoch Temporal Context Network (IITNet) for Automatic Sleep Stage Scoring", "url": "https://cknow.io/lib/a4e909c37c02ab12" }, "paper_data_uoa": "a4e909c37c02ab12" }, { "Accuracy": 81.9, "code_links": [ { "title": "pquochuy/MultitaskSleepNet", "url": "https://github.com/pquochuy/MultitaskSleepNet" } ], "date": "2018-05-16", "date2": 20180516, "model": "Multitask 1-max CNN", "paper": { "title": "Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification", "url": "https://cknow.io/lib/6be8473a9dfc4867" }, "paper_data_uoa": "6be8473a9dfc4867" }, { "Accuracy": 81.3, "code_links": [], "date": "2017-10-02", "date2": 20171002, "model": "Deep CNN with\ntransfer-learning", "paper": { "title": "Deep Convolutional Neural Networks for Interpretable Analysis of EEG Sleep Stage Scoring", "url": "https://cknow.io/lib/618a58ba87815768" }, "paper_data_uoa": "618a58ba87815768" } ]