Democratizing EHR analyses with FIDDLE: a flexible data-driven preprocessing pipeline for structured clinical data
Sign Up to like & getrecommendations! Published in 2020 at "Journal of the American Medical Informatics Association : JAMIA"
DOI: 10.1093/jamia/ocaa139
Abstract: Abstract Objective In applying machine learning (ML) to electronic health record (EHR) data, many decisions must be made before any ML is applied; such preprocessing requires substantial effort and can be labor-intensive. As the role… read more here.
Keywords: preprocessing pipeline; ehr data; pipeline; flexible data ... See more keywords
Multidimensional PAM With Pseudo-Gray Coding for Flexible Data Center Interconnects
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Photonics Technology Letters"
DOI: 10.1109/lpt.2018.2836799
Abstract: Conventional modulation formats for single carrier transmission do not provide the flexibility to gradually scale the data rate and spectral efficiency. By using multidimensional pulse-amplitude modulation, fractional numbers of bits per symbol can be achieved,… read more here.
Keywords: coding flexible; gray coding; multidimensional pam; flexible data ... See more keywords
Verifiable, Fair and Privacy-Preserving Broadcast Authorization for Flexible Data Sharing in Clouds
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Information Forensics and Security"
DOI: 10.1109/tifs.2022.3226577
Abstract: The cloud-based data sharing technology with cryptographic primitives enables data owners to outsource data into paradigms and privately share information with arbitrary recipients without geographic barriers. However, we argue that most of existing efforts for… read more here.
Keywords: data sharing; verifiable fair; privacy preserving; authorization ... See more keywords