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:
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
Showing 1-25 of 42 citing articles:
Automated machine learning with interpretation: A systematic review of methodologies and applications in healthcare
Han Yuan, Kunyu Yu, Feng Xie, et al.
Medicine Advances (2024) Vol. 2, Iss. 3, pp. 205-237
Open Access | Times Cited: 11
Han Yuan, Kunyu Yu, Feng Xie, et al.
Medicine Advances (2024) Vol. 2, Iss. 3, pp. 205-237
Open Access | Times Cited: 11
Data Preprocessing Techniques for Artificial Intelligence (AI)/Machine Learning (ML)-Readiness: Systematic Review of Wearable Sensor Data in Cancer Care (Preprint)
Bengie L. Ortiz, Vibhuti Gupta, Rajnish Kumar, et al.
JMIR mhealth and uhealth (2024) Vol. 12, pp. e59587-e59587
Open Access | Times Cited: 10
Bengie L. Ortiz, Vibhuti Gupta, Rajnish Kumar, et al.
JMIR mhealth and uhealth (2024) Vol. 12, pp. e59587-e59587
Open Access | Times Cited: 10
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
mdatagen: A python library for the artificial generation of missing data
Arthur Dantas Mangussi, Miriam Seoane Santos, Filipe Loyola Lopes, et al.
Neurocomputing (2025), pp. 129478-129478
Closed Access | Times Cited: 1
Arthur Dantas Mangussi, Miriam Seoane Santos, Filipe Loyola Lopes, et al.
Neurocomputing (2025), pp. 129478-129478
Closed Access | Times Cited: 1
COVID-19 Hierarchical Classification Using a Deep Learning Multi-Modal
Albatoul S. Althenayan, Shada Alsalamah, Sherin Aly, et al.
Sensors (2024) Vol. 24, Iss. 8, pp. 2641-2641
Open Access | Times Cited: 8
Albatoul S. Althenayan, Shada Alsalamah, Sherin Aly, et al.
Sensors (2024) Vol. 24, Iss. 8, pp. 2641-2641
Open Access | Times Cited: 8
Identify the most appropriate imputation method for handling missing values in clinical structured datasets: a systematic review
Marziyeh Afkanpour, Elham Hosseinzadeh, Hamed Tabesh
BMC Medical Research Methodology (2024) Vol. 24, Iss. 1
Open Access | Times Cited: 7
Marziyeh Afkanpour, Elham Hosseinzadeh, Hamed Tabesh
BMC Medical Research Methodology (2024) Vol. 24, Iss. 1
Open Access | Times Cited: 7
Machine learning for catalysing the integration of noncoding RNA in research and clinical practice
David de Gonzalo‐Calvo, Kanita Karađuzović-Hadžiabdić, Louise T. Dalgaard, et al.
EBioMedicine (2024) Vol. 106, pp. 105247-105247
Open Access | Times Cited: 6
David de Gonzalo‐Calvo, Kanita Karađuzović-Hadžiabdić, Louise T. Dalgaard, et al.
EBioMedicine (2024) Vol. 106, pp. 105247-105247
Open Access | Times Cited: 6
Machine learning applied to digital phenotyping: A systematic literature review and taxonomy
Marília Pit dos Santos, Wesllei Felipe Heckler, Rodrigo Simon Bavaresco, et al.
Computers in Human Behavior (2024) Vol. 161, pp. 108422-108422
Closed Access | Times Cited: 4
Marília Pit dos Santos, Wesllei Felipe Heckler, Rodrigo Simon Bavaresco, et al.
Computers in Human Behavior (2024) Vol. 161, pp. 108422-108422
Closed Access | Times Cited: 4
Multi-label feature selection with missing features by tolerance implication granularity information and symmetric coupled discriminant weight
Jianhua Dai, Jie Wang
Pattern Recognition (2025), pp. 111365-111365
Closed Access
Jianhua Dai, Jie Wang
Pattern Recognition (2025), pp. 111365-111365
Closed Access
Addressing Missing Data Challenges in Geriatric Health Monitoring: A Study of Statistical and Machine Learning Imputation Methods
Gabriel-Vasilică Sasu, Bogdan-Iulian Ciubotaru, Nicolae Goga, et al.
Sensors (2025) Vol. 25, Iss. 3, pp. 614-614
Open Access
Gabriel-Vasilică Sasu, Bogdan-Iulian Ciubotaru, Nicolae Goga, et al.
Sensors (2025) Vol. 25, Iss. 3, pp. 614-614
Open Access
Assessing Adversarial Effects of Noise in Missing Data Imputation
Arthur Dantas Mangussi, Ricardo Cardoso Pereira, Pedro Henriques Abreu, et al.
Lecture notes in computer science (2025), pp. 200-214
Closed Access
Arthur Dantas Mangussi, Ricardo Cardoso Pereira, Pedro Henriques Abreu, et al.
Lecture notes in computer science (2025), pp. 200-214
Closed Access
Cerebral autoregulation and optimal blood pressure from birth to surgery in neonates with critical congenital heart disease
Angelica M. Vasquez, Eliza Gentzler, David Bateman, et al.
Research Square (Research Square) (2025)
Closed Access
Angelica M. Vasquez, Eliza Gentzler, David Bateman, et al.
Research Square (Research Square) (2025)
Closed Access
Conceptual framework as a guide to choose appropriate imputation method for missing values in a clinical structured dataset
Marziyeh Afkanpour, Diyana Tehrany Dehkordy, Mehri Momeni, et al.
BMC Medical Research Methodology (2025) Vol. 25, Iss. 1
Open Access
Marziyeh Afkanpour, Diyana Tehrany Dehkordy, Mehri Momeni, et al.
BMC Medical Research Methodology (2025) Vol. 25, Iss. 1
Open Access
Seismic damage prediction of rockfill dams based on crest settlement and missing data imputation
Zheng Zhou, Yanlong Li, Ye Zhang, et al.
Engineering Structures (2025) Vol. 330, pp. 119959-119959
Closed Access
Zheng Zhou, Yanlong Li, Ye Zhang, et al.
Engineering Structures (2025) Vol. 330, pp. 119959-119959
Closed Access
Machine Learning Approaches for Infectious Disease Surveillance During Emergencies
Dmytro Chumachenko
Studies in systems, decision and control (2025), pp. 555-591
Closed Access
Dmytro Chumachenko
Studies in systems, decision and control (2025), pp. 555-591
Closed Access
FedIMPUTE: Privacy-preserving missing value imputation for multi-site heterogeneous electronic health records
Siqi Li, Mengying Yan, Ruizhi Yuan, et al.
Journal of Biomedical Informatics (2025), pp. 104780-104780
Closed Access
Siqi Li, Mengying Yan, Ruizhi Yuan, et al.
Journal of Biomedical Informatics (2025), pp. 104780-104780
Closed Access
Missing Value Imputation in IoT-Based Distributed Healthcare Systems: A Review
Savita S. Hanji, Mahantesh N. Birje
Lecture notes in networks and systems (2025), pp. 167-179
Closed Access
Savita S. Hanji, Mahantesh N. Birje
Lecture notes in networks and systems (2025), pp. 167-179
Closed Access
A Primer of Data Cleaning in Quantitative Research: Handling Missing Values and Outliers
Amir Masoud Sharifnia, Daniel E Kpormegbey, Deependra Kaji Thapa, et al.
Journal of Advanced Nursing (2025)
Open Access
Amir Masoud Sharifnia, Daniel E Kpormegbey, Deependra Kaji Thapa, et al.
Journal of Advanced Nursing (2025)
Open Access
Novel Two-Stage, Contrastive Learning for Predicting the Phenotype of Metabolic Dysfunction-Associated Fatty Liver among Adults: Method Development and Evaluation (Preprint)
Sizhe Jasmine Chen, Da Xu, Derek K. Hu, et al.
(2025)
Closed Access
Sizhe Jasmine Chen, Da Xu, Derek K. Hu, et al.
(2025)
Closed Access
Emerging artificial intelligence-driven precision therapies in tumor drug resistance: recent advances, opportunities, and challenges
Yajun Mao, Dangang Shangguan, Qi Huang, et al.
Molecular Cancer (2025) Vol. 24, Iss. 1
Open Access
Yajun Mao, Dangang Shangguan, Qi Huang, et al.
Molecular Cancer (2025) Vol. 24, Iss. 1
Open Access
Harnessing the potential of multimodal EHR data: A comprehensive survey of clinical predictive modeling for intelligent healthcare
Jialun Wu, Kai He, Rui Mao, et al.
Information Fusion (2025), pp. 103283-103283
Closed Access
Jialun Wu, Kai He, Rui Mao, et al.
Information Fusion (2025), pp. 103283-103283
Closed Access
A Comparative Study on Imputation Techniques: Introducing a Transformer Model for Robust and Efficient Handling of Missing EEG Amplitude Data
Murad Ali Khan
Bioengineering (2024) Vol. 11, Iss. 8, pp. 740-740
Open Access | Times Cited: 3
Murad Ali Khan
Bioengineering (2024) Vol. 11, Iss. 8, pp. 740-740
Open Access | Times Cited: 3
Clinical domain knowledge-derived template improves post hoc AI explanations in pneumothorax classification
Han Yuan, Chuan Hong, Peng-Tao Jiang, et al.
Journal of Biomedical Informatics (2024) Vol. 156, pp. 104673-104673
Open Access | Times Cited: 2
Han Yuan, Chuan Hong, Peng-Tao Jiang, et al.
Journal of Biomedical Informatics (2024) Vol. 156, pp. 104673-104673
Open Access | Times Cited: 2
Machine Learning Based Missing Data Imputation in Categorical Datasets
Muhammad Ishaq, Sana Zahir, Laila iftikhar, et al.
IEEE Access (2024) Vol. 12, pp. 88332-88344
Open Access | Times Cited: 2
Muhammad Ishaq, Sana Zahir, Laila iftikhar, et al.
IEEE Access (2024) Vol. 12, pp. 88332-88344
Open Access | Times Cited: 2
Continuous patient state attention model for addressing irregularity in electronic health records
Vinod Kumar Chauhan, Anshul Thakur, Odhran O’Donoghue, et al.
BMC Medical Informatics and Decision Making (2024) Vol. 24, Iss. 1
Open Access | Times Cited: 2
Vinod Kumar Chauhan, Anshul Thakur, Odhran O’Donoghue, et al.
BMC Medical Informatics and Decision Making (2024) Vol. 24, Iss. 1
Open Access | Times Cited: 2
