16 citations · 19 across the 3 of their papers we have counts for
3 papers
cs.LG2023
Searching for Effective Neural Network Architectures for Heart Murmur Detection from Phonocardiogram
Hao Wen, Jingsu Kang
Aim: The George B. Moody PhysioNet Challenge 2022 raised problems of heart murmur detection and related abnormal cardiac function identification from phonocardiograms (PCGs). This…
cs.LG2022★ 3 cited
Investigating Deep Learning Benchmarks for Electrocardiography Signal Processing
Wen Hao, Kang Jingsu
In recent years, deep learning has witnessed its blossom in the field of Electrocardiography (ECG) processing, outperforming traditional signal processing methods in various tasks,…
cs.LG2020★ 16 cited
RDIS: Random Drop Imputation with Self-Training for Incomplete Time Series Data
Tae-Min Choi, Ji-Su Kang, Jong-Hwan Kim
Time-series data with missing values are commonly encountered in many fields, such as healthcare, meteorology, and robotics. The imputation aims to fill the missing values with val…