390 citations
- University of UlsanKR15 papers
- Korea Advanced Institute of Science and TechnologyKR12 papers
- Ulsan CollegeKR10 papers
- Seoul National UniversityKR3 papers
- Yonsei UniversityKR3 papers
- Chungnam National UniversityKR2 papers
- Johns Hopkins UniversityUS2 papers
- Korea Institute of Science and TechnologyKR2 papers
- MizMedi HospitalKR2 papers
- Naver (South Korea)KR2 papers
- University of BernCH2 papers
- Aichi University of EducationJP1 paper
Showing cs.LGShow all
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cs.LG2023★ 24 cited
Deep learning based ECG segmentation for delineation of diverse arrhythmias
Chankyu Joung, Mijin Kim, Taejin Paik +9
Accurate delineation of key waveforms in an ECG is a critical step in extracting relevant features to support the diagnosis and treatment of heart conditions. Although deep learnin…
cs.LG2022★ 26 cited
GenHPF: General Healthcare Predictive Framework with Multi-task Multi-source Learning
Kyunghoon Hur, Jungwoo Oh, Junu Kim +7
Despite the remarkable progress in the development of predictive models for healthcare, applying these algorithms on a large scale has been challenging. Algorithms trained on a par…
cs.LG2022★ 390 cited
Federated Learning Enables Big Data for Rare Cancer Boundary Detection
Sarthak Pati, Ujjwal Baid, Brandon Edwards +276
Although machine learning (ML) has shown promise in numerous domains, there are concerns about generalizability to out-of-sample data. This is currently addressed by centrally shar…