Electrocardiogram Data Compression Techniques for Cardiac Healthcare Systems: A Methodological Review
Sign Up to like & getrecommendations! Published in 2021 at "IRBM"
DOI: 10.1016/j.irbm.2021.06.007
Abstract: Abstract Objective: Globally, cardiovascular diseases (CVDs) are one of the most leading causes of death. In medical screening and diagnostic procedures of CVDs, electrocardiogram (ECG) signals are widely used. Early detection of CVDs requires acquisition… read more here.
Keywords: compression; ecg data; compression techniques; healthcare systems ... See more keywords
Efficient Machine Learning on Edge Computing Through Data Compression Techniques
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3263391
Abstract: This paper discusses the increasing amount of data handled by companies and the need to use Big Data and Data Analytics to extract value from this data. However, due to the large amount of data… read more here.
Keywords: compression; machine learning; compression techniques; edge computing ... See more keywords
Benchmarking Neural Network Compression Techniques for Ocular-Based User Authentication on Smartphones
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3265357
Abstract: With the unprecedented mobile technology revolution, mobile devices have transcended from being the primary means of communication to an all-in-one platform. Consequently, an increasing number of individuals are accessing online services for e-commerce and banking… read more here.
Keywords: user authentication; ocular based; authentication smartphones; based user ... See more keywords
CHAPAO: Likelihood and hierarchical reference-based representation of biomolecular sequences and applications to compressing multiple sequence alignments
Sign Up to like & getrecommendations! Published in 2022 at "PLoS ONE"
DOI: 10.1371/journal.pone.0265360
Abstract: Background High-throughput experimental technologies are generating tremendous amounts of genomic data, offering valuable resources to answer important questions and extract biological insights. Storing this sheer amount of genomic data has become a major concern in… read more here.
Keywords: sequence alignments; multiple sequence; compression; biomolecular sequences ... See more keywords