An accurate missing data prediction method using LSTM based deep learning for health care
Author:
Affiliation:
1. Indian Institute of Technology Patna, India
Funder
Science and Engineering Research Board (SERB), Government of India
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3288599.3295580
Reference13 articles.
1. Mohammed Saeed Mauricio Villarroel Andrew T Reisner Gari Clifford Li-Wei Lehman George Moody Thomas Heldt Tin H Kyaw Benjamin Moody and Roger G Mark. Multiparameter intelligent monitoring in intensive care II (MIMIC-II): a public-access intensive care unit database. Critical care medicine 39(5):952 2011. Mohammed Saeed Mauricio Villarroel Andrew T Reisner Gari Clifford Li-Wei Lehman George Moody Thomas Heldt Tin H Kyaw Benjamin Moody and Roger G Mark. Multiparameter intelligent monitoring in intensive care II (MIMIC-II): a public-access intensive care unit database. Critical care medicine 39(5):952 2011.
2. Gerhard Tröster. The agenda of wearable healthcare. Yearbook of medical informatics 14(01):125--138 2005. Gerhard Tröster. The agenda of wearable healthcare. Yearbook of medical informatics 14(01):125--138 2005.
3. Roderick JA Little and D Rubin. Statistical analysis with missing data. series in probability and mathematical statistics 1987. Roderick JA Little and D Rubin. Statistical analysis with missing data. series in probability and mathematical statistics 1987.
4. Estimation of missing values in clinical laboratory measurements of ICU patients using a weighted k-nearest neighbors algorithm;Abdala OT;Computers in Cardiology,2004
Cited by 26 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Enhancing hydrological data completeness: A performance evaluation of various machine learning techniques using probabilistic fusion imputer with neural networks for streamflow data reconstruction;Journal of Hydrology;2024-08
2. Analysis of Missingness Scenarios for Observational Health Data;Journal of Personalized Medicine;2024-05-11
3. A Federal Recursive RUL Prediction Approach for Inter-Client Information Complementarity for Missing Data;2024 7th International Symposium on Autonomous Systems (ISAS);2024-05-07
4. Enhancement Methods of Hydropower Unit Monitoring Data Quality Based on the Hierarchical Density-Based Spatial Clustering of Applications with a Noise–Wasserstein Slim Generative Adversarial Imputation Network with a Gradient Penalty;Sensors;2023-12-25
5. A fast convergent and robust classifier for multi-way corrupted eeg signals;Multimedia Tools and Applications;2023-10-07
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3