
OpenAlex is a bibliographic catalogue of scientific papers, authors and institutions accessible in open access mode, named after the Library of Alexandria. It's citation coverage is excellent and I hope you will find utility in this listing of citing articles!
If you click the article title, you'll navigate to the article, as listed in CrossRef. If you click the Open Access links, you'll navigate to the "best Open Access location". Clicking the citation count will open this listing for that article. Lastly at the bottom of the page, you'll find basic pagination options.
Requested Article:
Systematic Review on Missing Data Imputation Techniques with Machine Learning Algorithms for Healthcare
Amelia Ritahani Ismail, Nadzurah Zainal Abidin, Mhd Khaled Maen
Journal of Robotics and Control (JRC) (2022) Vol. 3, Iss. 2, pp. 143-152
Open Access | Times Cited: 29
Amelia Ritahani Ismail, Nadzurah Zainal Abidin, Mhd Khaled Maen
Journal of Robotics and Control (JRC) (2022) Vol. 3, Iss. 2, pp. 143-152
Open Access | Times Cited: 29
Showing 1-25 of 29 citing articles:
An overview of methods and techniques in multimodal data fusion with application to healthcare
Siwar Chaabene, Amal Boudaya, Bassem Bouaziz, et al.
International Journal of Data Science and Analytics (2025)
Closed Access | Times Cited: 2
Siwar Chaabene, Amal Boudaya, Bassem Bouaziz, et al.
International Journal of Data Science and Analytics (2025)
Closed Access | Times Cited: 2
Dealing with missing values in proteomics data
Weijia Kong, Harvard Wai Hann Hui, Hui Peng, et al.
PROTEOMICS (2022) Vol. 22, Iss. 23-24
Closed Access | Times Cited: 55
Weijia Kong, Harvard Wai Hann Hui, Hui Peng, et al.
PROTEOMICS (2022) Vol. 22, Iss. 23-24
Closed Access | Times Cited: 55
Handling missing values in healthcare data: A systematic review of deep learning-based imputation techniques
Mingxuan Liu, Siqi Li, Han Yuan, et al.
Artificial Intelligence in Medicine (2023) Vol. 142, pp. 102587-102587
Open Access | Times Cited: 42
Mingxuan Liu, Siqi Li, Han Yuan, et al.
Artificial Intelligence in Medicine (2023) Vol. 142, pp. 102587-102587
Open Access | Times Cited: 42
Multimodal missing data in healthcare: A comprehensive review and future directions
Loan T. Le, Thu Nguyen, Michael Riegler, et al.
Computer Science Review (2025) Vol. 56, pp. 100720-100720
Closed Access | Times Cited: 1
Loan T. Le, Thu Nguyen, Michael Riegler, et al.
Computer Science Review (2025) Vol. 56, pp. 100720-100720
Closed Access | Times Cited: 1
Eleven quick tips for data cleaning and feature engineering
Davide Chicco, Luca Oneto, Erica Tavazzi
PLoS Computational Biology (2022) Vol. 18, Iss. 12, pp. e1010718-e1010718
Open Access | Times Cited: 32
Davide Chicco, Luca Oneto, Erica Tavazzi
PLoS Computational Biology (2022) Vol. 18, Iss. 12, pp. e1010718-e1010718
Open Access | Times Cited: 32
A novel deep machine learning algorithm with dimensionality and size reduction approaches for feature elimination: thyroid cancer diagnoses with randomly missing data
Önder Tutsoy, Hilmi Erdem Sümbül
Briefings in Bioinformatics (2024) Vol. 25, Iss. 4
Open Access | Times Cited: 7
Önder Tutsoy, Hilmi Erdem Sümbül
Briefings in Bioinformatics (2024) Vol. 25, Iss. 4
Open Access | Times Cited: 7
An investigation of the imputation techniques for missing values in ordinal data enhancing clustering and classification analysis validity
Shafiq Alam, Muhammad Sohaib Ayub, Sakshi Arora, et al.
Decision Analytics Journal (2023) Vol. 9, pp. 100341-100341
Open Access | Times Cited: 16
Shafiq Alam, Muhammad Sohaib Ayub, Sakshi Arora, et al.
Decision Analytics Journal (2023) Vol. 9, pp. 100341-100341
Open Access | Times Cited: 16
Overview of Data Augmentation Techniques in Time Series Analysis
Ihababdelbasset Annaki, Mohammed Rahmoune, Mohammed Bourhaleb
International Journal of Advanced Computer Science and Applications (2024) Vol. 15, Iss. 1
Open Access | Times Cited: 4
Ihababdelbasset Annaki, Mohammed Rahmoune, Mohammed Bourhaleb
International Journal of Advanced Computer Science and Applications (2024) Vol. 15, Iss. 1
Open Access | Times Cited: 4
Comparative study of imputation strategies to improve the sarcopenia prediction task
Shakhzod Karimov, Dilmurod Turimov, Wooseong Kim, et al.
Digital Health (2025) Vol. 11
Open Access
Shakhzod Karimov, Dilmurod Turimov, Wooseong Kim, et al.
Digital Health (2025) Vol. 11
Open Access
The challenges of using machine learning models in psychiatric research and clinical practice
Dijana Ostojic, Paris Alexandros Lalousis, Gary Donohoe, et al.
European Neuropsychopharmacology (2024) Vol. 88, pp. 53-65
Open Access | Times Cited: 3
Dijana Ostojic, Paris Alexandros Lalousis, Gary Donohoe, et al.
European Neuropsychopharmacology (2024) Vol. 88, pp. 53-65
Open Access | Times Cited: 3
A Comprehensive Bibliometric Analysis of Missing Value Imputation
Heru Nugroho, Kridanto Surendro
IEEE Access (2024) Vol. 12, pp. 14819-14846
Open Access | Times Cited: 2
Heru Nugroho, Kridanto Surendro
IEEE Access (2024) Vol. 12, pp. 14819-14846
Open Access | Times Cited: 2
Leveraging Robust Artificial Intelligence for Mechatronic Product Development—A Literature Review
Alexander Nüßgen, René Degen, Marcus Irmer, et al.
International Journal of Intelligence Science (2023) Vol. 14, Iss. 01, pp. 1-21
Open Access | Times Cited: 4
Alexander Nüßgen, René Degen, Marcus Irmer, et al.
International Journal of Intelligence Science (2023) Vol. 14, Iss. 01, pp. 1-21
Open Access | Times Cited: 4
Analysis of Missingness Scenarios for Observational Health Data
Alireza Zamanian, Henrik von Kleist, Octavia-Andreea Ciora, et al.
Journal of Personalized Medicine (2024) Vol. 14, Iss. 5, pp. 514-514
Open Access | Times Cited: 1
Alireza Zamanian, Henrik von Kleist, Octavia-Andreea Ciora, et al.
Journal of Personalized Medicine (2024) Vol. 14, Iss. 5, pp. 514-514
Open Access | Times Cited: 1
Data Imputation in Healthcare Applications
Subhashish Nayak, Pabitra Mohan Khilar
Advances in healthcare information systems and administration book series (2024), pp. 49-67
Closed Access | Times Cited: 1
Subhashish Nayak, Pabitra Mohan Khilar
Advances in healthcare information systems and administration book series (2024), pp. 49-67
Closed Access | Times Cited: 1
Study of the Learning Algorithm for Multivariable Data Analysis in Machine Learning Tasks Under Missing Data
José Aguilar, Ángel Pinto, Eduard Puerto, et al.
(2024), pp. 1-9
Closed Access | Times Cited: 1
José Aguilar, Ángel Pinto, Eduard Puerto, et al.
(2024), pp. 1-9
Closed Access | Times Cited: 1
New approaches to missing biomedical data recovery for machine learning
Victor Iapăscurtă, Ion Fiodorov
Journal of Engineering Science (2023) Vol. 30, Iss. 1, pp. 106-117
Open Access | Times Cited: 2
Victor Iapăscurtă, Ion Fiodorov
Journal of Engineering Science (2023) Vol. 30, Iss. 1, pp. 106-117
Open Access | Times Cited: 2
Crime Prediction and Analysis against women Using LRSRI-Missing Value Imputation and FIPSO - Optimum Feature Selection Methods
P. Tamilarasi, Radhika Rani
International Journal on Recent and Innovation Trends in Computing and Communication (2023) Vol. 11, Iss. 4s, pp. 260-267
Open Access | Times Cited: 1
P. Tamilarasi, Radhika Rani
International Journal on Recent and Innovation Trends in Computing and Communication (2023) Vol. 11, Iss. 4s, pp. 260-267
Open Access | Times Cited: 1
Comparison performance of the Bayesian Approach with the Weibull and Birnbaum-Saunders distributions in imputation of time-to-event censors
Parviz Shahmirzalou, Aliakbar Rasekhi, Majid Jafari Khaledi, et al.
PLoS ONE (2024) Vol. 19, Iss. 1, pp. e0295977-e0295977
Open Access
Parviz Shahmirzalou, Aliakbar Rasekhi, Majid Jafari Khaledi, et al.
PLoS ONE (2024) Vol. 19, Iss. 1, pp. e0295977-e0295977
Open Access
Imputing ADS-B/GPS Dropouts using Machine Learning Models
Barathwaja Subash Chandar, Prakash Ranganathan, William Semke
2022 IEEE 12th Annual Computing and Communication Workshop and Conference (CCWC) (2024), pp. 0063-0072
Closed Access
Barathwaja Subash Chandar, Prakash Ranganathan, William Semke
2022 IEEE 12th Annual Computing and Communication Workshop and Conference (CCWC) (2024), pp. 0063-0072
Closed Access
Integration K-Means clustering and AHP for recommendations batik MSMEs
Yeni Kustiyahningsih, Achmad Khozaimi, Bain Khusnul Khotimah, et al.
E3S Web of Conferences (2024) Vol. 499, pp. 01006-01006
Open Access
Yeni Kustiyahningsih, Achmad Khozaimi, Bain Khusnul Khotimah, et al.
E3S Web of Conferences (2024) Vol. 499, pp. 01006-01006
Open Access
ITNR: Inversion Transformer-based Neural Ranking for cancer drug recommendations
Shahabeddin Sotudian, Ioannis Ch. Paschalidis
Computers in Biology and Medicine (2024) Vol. 172, pp. 108312-108312
Open Access
Shahabeddin Sotudian, Ioannis Ch. Paschalidis
Computers in Biology and Medicine (2024) Vol. 172, pp. 108312-108312
Open Access
Analysis of Missingness Scenarios for Observational Health Data
Alireza Zamanian, Henrik von Kleist, Octavia Andreea Ciora, et al.
(2024)
Open Access
Alireza Zamanian, Henrik von Kleist, Octavia Andreea Ciora, et al.
(2024)
Open Access
Comparative Analysis of Missing Values Imputation Methods: A Case Study in Financial Series (S&P500 and Bitcoin Value Data Sets)
Mahdi Goldani
Faṣlnāmah-ʹi payām-i hājir. (2024) Vol. 8, Iss. 1, pp. 47-70
Closed Access
Mahdi Goldani
Faṣlnāmah-ʹi payām-i hājir. (2024) Vol. 8, Iss. 1, pp. 47-70
Closed Access
Generating data of an absent sensor from correlated sources
Quoc Quang Ngo, Julián Jerónimo Bañuelos, Stephan Sigg
(2024), pp. 168-171
Closed Access
Quoc Quang Ngo, Julián Jerónimo Bañuelos, Stephan Sigg
(2024), pp. 168-171
Closed Access
Improving Diabetes Mellitus Prediction with MICE and SMOTE for Imbalanced Data
Mohammad Abdullah, Yap Bee Wah
(2022), pp. 209-214
Closed Access | Times Cited: 2
Mohammad Abdullah, Yap Bee Wah
(2022), pp. 209-214
Closed Access | Times Cited: 2