A Modified Deep Residual-Convolutional Neural Network for Accurate Imputation of Missing Data

Handling missing data accurately is critical in clinical research, where data quality directly impacts decision-making and patient outcomes. While deep learning (DL) techniques for data imputation have gained attention, chall... | Find, read and cite all the research you need on Tech Science Press

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Publication Details

Journal
Computers, materials & continua/Computers, materials & continua (Print)
Published
2025-01-01
DOI
https://doi.org/10.32604/cmc.2024.055906
Primary Topic
Neural Networks and Applications
Type
article
Field-Weighted Citation Impact
0.00

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article

A Modified Deep Residual-Convolutional Neural Network for Accurate Imputation of Missing Data

Akhiar Wista Arum, Ade Iriani Sapitri, Annisa Darmawahyuni, Bambang Tutuko et al.
Computers, materials & continua/Computers, materials & continua (Print)
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A Modified Deep Residual-Convolutional Neural Network for Accurate Imputation of Missing Data

Akhiar Wista Arum, Ade Iriani Sapitri, Annisa Darmawahyuni, Bambang Tutuko, Muhammad Naufal Rachmatullah, Anggun Islami, Siti Nurmaini, Firdaus Firdaus, Muhammad Irfan Karim, Yultrien Yultrien, Ramadhana Noor Salassa Wandya
article en

Abstract

Handling missing data accurately is critical in clinical research, where data quality directly impacts decision-making and patient outcomes. While deep learning (DL) techniques for data imputation have gained attention, chall... | Find, read and cite all the research you need on Tech Science Press

Computers, materials & continua/Computers, materials & continua (Print)Vol. 82(2)
Sriwijaya University (ID)
Universitas Sriwijaya
Openalex Percentile: Top 100%
Neural Networks and Applications
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