Deep Learning-Based Electrocardiogram Signal Noise Detection and Screening Model
Dukyong Yoon, Hong Seok Lim, Kyoungwon Jung, Tae Young Kim, Sukhoon Lee
Healthc Inform Res. 2019;25(3):201-211.   Published online 2019 Jul 31     DOI: https://doi.org/10.4258/hir.2019.25.3.201
Citations to this article as recorded by Crossref logo
A comprehensive survey of deep learning in the field of medical imaging and medical natural language processing: Challenges and research directions
Babita Pandey, Devendra Kumar Pandey, Brijendra Pratap Mishra, Wasiur Rhmann
Journal of King Saud University - Computer and Information Sciences.2022; 34(8): 5083.     CrossRef
Neural architecture search for real-time quality assessment of wearable multi-lead ECG on mobile devices
Huixin Tan, Jiewei Lai, Yunbi Liu, Yuzhang Song, Jinliang Wang, Mingyang Chen, Yong Yan, Liming Zhong, Qianjin Feng, Wei Yang
Biomedical Signal Processing and Control.2022; 74: 103495.     CrossRef
Automation of generative adversarial network-based synthetic data-augmentation for maximizing the diagnostic performance with paranasal imaging
Hyoun-Joong Kong, Jin Youp Kim, Hye-Min Moon, Hae Chan Park, Jeong-Whun Kim, Ruth Lim, Jonghye Woo, Georges El Fakhri, Dae Woo Kim, Sungwan Kim
Scientific Reports.2022;[Epub]     CrossRef
Deep learning and the electrocardiogram: review of the current state-of-the-art
Sulaiman Somani, Adam J Russak, Felix Richter, Shan Zhao, Akhil Vaid, Fayzan Chaudhry, Jessica K De Freitas, Nidhi Naik, Riccardo Miotto, Girish N Nadkarni, Jagat Narula, Edgar Argulian, Benjamin S Glicksberg
EP Europace.2021; 23(8): 1179.     CrossRef
A novel method of preprocessing and modeling ECG signals with Lagrange–Chebyshev interpolating polynomials
Om Prakash Yadav, Shashwati Ray
International Journal of System Assurance Engineering and Management.2021; 12(3): 377.     CrossRef
Deep learning in electron microscopy
Jeffrey M Ede
Machine Learning: Science and Technology.2021; 2(1): 011004.     CrossRef
Federated Learning for Thyroid Ultrasound Image Analysis to Protect Personal Information: Validation Study in a Real Health Care Environment
Haeyun Lee, Young Jun Chai, Hyunjin Joo, Kyungsu Lee, Jae Youn Hwang, Seok-Mo Kim, Kwangsoon Kim, Inn-Chul Nam, June Young Choi, Hyeong Won Yu, Myung-Chul Lee, Hiroo Masuoka, Akira Miyauchi, Kyu Eun Lee, Sungwan Kim, Hyoun-Joong Kong
JMIR Medical Informatics.2021; 9(5): e25869.     CrossRef
Deep Learning-Based Stacked Denoising and Autoencoder for ECG Heartbeat Classification
Siti Nurmaini, Annisa Darmawahyuni, Akhmad Noviar Sakti Mukti, Muhammad Naufal Rachmatullah, Firdaus Firdaus, Bambang Tutuko
Electronics.2020; 9(1): 135.     CrossRef
Deep Learning in Physiological Signal Data: A Survey
Beanbonyka Rim, Nak-Jun Sung, Sedong Min, Min Hong
Sensors.2020; 20(4): 969.     CrossRef
Deep Learning Approach for Imputation of Missing Values in Actigraphy Data: Algorithm Development Study
Jong-Hwan Jang, Junggu Choi, Hyun Woong Roh, Sang Joon Son, Chang Hyung Hong, Eun Young Kim, Tae Young Kim, Dukyong Yoon
JMIR mHealth and uHealth.2020; 8(7): e16113.     CrossRef
A Deep Learning Approach for Featureless Robust Quality Assessment of Intermittent Atrial Fibrillation Recordings from Portable and Wearable Devices
Álvaro Huerta Herraiz, Arturo Martínez-Rodrigo, Vicente Bertomeu-González, Aurelio Quesada, José J. Rieta, Raúl Alcaraz
Entropy.2020; 22(7): 733.     CrossRef