
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:
Integration strategies of multi-omics data for machine learning analysis
Milan Picard, Marie‐Pier Scott‐Boyer, Antoine Bodein, et al.
Computational and Structural Biotechnology Journal (2021) Vol. 19, pp. 3735-3746
Open Access | Times Cited: 378
Milan Picard, Marie‐Pier Scott‐Boyer, Antoine Bodein, et al.
Computational and Structural Biotechnology Journal (2021) Vol. 19, pp. 3735-3746
Open Access | Times Cited: 378
Showing 1-25 of 378 citing articles:
Wearable chemical sensors for biomarker discovery in the omics era
Juliane R. Sempionatto, José A. Lasalde‐Ramírez, Kuldeep Mahato, et al.
Nature Reviews Chemistry (2022) Vol. 6, Iss. 12, pp. 899-915
Open Access | Times Cited: 324
Juliane R. Sempionatto, José A. Lasalde‐Ramírez, Kuldeep Mahato, et al.
Nature Reviews Chemistry (2022) Vol. 6, Iss. 12, pp. 899-915
Open Access | Times Cited: 324
Machine learning for multi-omics data integration in cancer
Zhaoxiang Cai, Rebecca C. Poulos, Jia Liu, et al.
iScience (2022) Vol. 25, Iss. 2, pp. 103798-103798
Open Access | Times Cited: 159
Zhaoxiang Cai, Rebecca C. Poulos, Jia Liu, et al.
iScience (2022) Vol. 25, Iss. 2, pp. 103798-103798
Open Access | Times Cited: 159
Smart breeding driven by big data, artificial intelligence, and integrated genomic-enviromic prediction
Yunbi Xu, Xingping Zhang, Huihui Li, et al.
Molecular Plant (2022) Vol. 15, Iss. 11, pp. 1664-1695
Open Access | Times Cited: 159
Yunbi Xu, Xingping Zhang, Huihui Li, et al.
Molecular Plant (2022) Vol. 15, Iss. 11, pp. 1664-1695
Open Access | Times Cited: 159
Multimodal data fusion for cancer biomarker discovery with deep learning
Sandra Steyaert, Marija Pizurica, Divya Nagaraj, et al.
Nature Machine Intelligence (2023) Vol. 5, Iss. 4, pp. 351-362
Open Access | Times Cited: 142
Sandra Steyaert, Marija Pizurica, Divya Nagaraj, et al.
Nature Machine Intelligence (2023) Vol. 5, Iss. 4, pp. 351-362
Open Access | Times Cited: 142
Artificial intelligence assists precision medicine in cancer treatment
Jinzhuang Liao, M Kellis, Yu Gan, et al.
Frontiers in Oncology (2023) Vol. 12
Open Access | Times Cited: 111
Jinzhuang Liao, M Kellis, Yu Gan, et al.
Frontiers in Oncology (2023) Vol. 12
Open Access | Times Cited: 111
A guide to multi-omics data collection and integration for translational medicine
Efi Athieniti, George M. Spyrou
Computational and Structural Biotechnology Journal (2022) Vol. 21, pp. 134-149
Open Access | Times Cited: 86
Efi Athieniti, George M. Spyrou
Computational and Structural Biotechnology Journal (2022) Vol. 21, pp. 134-149
Open Access | Times Cited: 86
Machine Learning: A New Prospect in Multi-Omics Data Analysis of Cancer
Babak Arjmand, Shayesteh Kokabi Hamidpour, Akram Tayanloo-Beik, et al.
Frontiers in Genetics (2022) Vol. 13
Open Access | Times Cited: 79
Babak Arjmand, Shayesteh Kokabi Hamidpour, Akram Tayanloo-Beik, et al.
Frontiers in Genetics (2022) Vol. 13
Open Access | Times Cited: 79
Web-based multi-omics integration using the Analyst software suite
Jessica Ewald, Guangyan Zhou, Yao Lü, et al.
Nature Protocols (2024) Vol. 19, Iss. 5, pp. 1467-1497
Closed Access | Times Cited: 68
Jessica Ewald, Guangyan Zhou, Yao Lü, et al.
Nature Protocols (2024) Vol. 19, Iss. 5, pp. 1467-1497
Closed Access | Times Cited: 68
Missing data in multi-omics integration: Recent advances through artificial intelligence
Javier E. Flores, Daniel Claborne, Zachary D. Weller, et al.
Frontiers in Artificial Intelligence (2023) Vol. 6
Open Access | Times Cited: 65
Javier E. Flores, Daniel Claborne, Zachary D. Weller, et al.
Frontiers in Artificial Intelligence (2023) Vol. 6
Open Access | Times Cited: 65
Discovery of drug–omics associations in type 2 diabetes with generative deep-learning models
Rosa Lundbye Allesøe, Agnete Troen Lundgaard, Ricardo Hernández Medina, et al.
Nature Biotechnology (2023) Vol. 41, Iss. 3, pp. 399-408
Open Access | Times Cited: 63
Rosa Lundbye Allesøe, Agnete Troen Lundgaard, Ricardo Hernández Medina, et al.
Nature Biotechnology (2023) Vol. 41, Iss. 3, pp. 399-408
Open Access | Times Cited: 63
Survey on Multi-omics, and Multi-omics Data Analysis, Integration and Application
Mohamad Hesam Shahrajabian, Wenli Sun
Current Pharmaceutical Analysis (2023) Vol. 19, Iss. 4, pp. 267-281
Closed Access | Times Cited: 54
Mohamad Hesam Shahrajabian, Wenli Sun
Current Pharmaceutical Analysis (2023) Vol. 19, Iss. 4, pp. 267-281
Closed Access | Times Cited: 54
Polyaniline-Based Biological and Chemical Sensors: Sensing Mechanism, Configuration Design, and Perspective
Dongzi Yang, Junchang Wang, Yishan Cao, et al.
ACS Applied Electronic Materials (2023) Vol. 5, Iss. 2, pp. 593-611
Closed Access | Times Cited: 48
Dongzi Yang, Junchang Wang, Yishan Cao, et al.
ACS Applied Electronic Materials (2023) Vol. 5, Iss. 2, pp. 593-611
Closed Access | Times Cited: 48
Implementing Whole Genome Sequencing (WGS) in Clinical Practice: Advantages, Challenges, and Future Perspectives
Petar Brlek, Luka Bulić, Matea Bračić, et al.
Cells (2024) Vol. 13, Iss. 6, pp. 504-504
Open Access | Times Cited: 39
Petar Brlek, Luka Bulić, Matea Bračić, et al.
Cells (2024) Vol. 13, Iss. 6, pp. 504-504
Open Access | Times Cited: 39
Metabolomics and chemometrics: The next-generation analytical toolkit for the evaluation of food quality and authenticity
Pascual García-Pérez, Pier Paolo Becchi, Leilei Zhang, et al.
Trends in Food Science & Technology (2024) Vol. 147, pp. 104481-104481
Open Access | Times Cited: 27
Pascual García-Pérez, Pier Paolo Becchi, Leilei Zhang, et al.
Trends in Food Science & Technology (2024) Vol. 147, pp. 104481-104481
Open Access | Times Cited: 27
Multi-omic approaches for host-microbiome data integration
Ashwin Chetty, Ran Blekhman
Gut Microbes (2024) Vol. 16, Iss. 1
Open Access | Times Cited: 22
Ashwin Chetty, Ran Blekhman
Gut Microbes (2024) Vol. 16, Iss. 1
Open Access | Times Cited: 22
Microfluidic high-throughput 3D cell culture
Jihoon Ko, Dohyun Park, Jungseub Lee, et al.
Nature Reviews Bioengineering (2024) Vol. 2, Iss. 6, pp. 453-469
Closed Access | Times Cited: 22
Jihoon Ko, Dohyun Park, Jungseub Lee, et al.
Nature Reviews Bioengineering (2024) Vol. 2, Iss. 6, pp. 453-469
Closed Access | Times Cited: 22
A review of cancer data fusion methods based on deep learning
Yuxin Zhao, Xiaobo Li, Changjun Zhou, et al.
Information Fusion (2024) Vol. 108, pp. 102361-102361
Closed Access | Times Cited: 20
Yuxin Zhao, Xiaobo Li, Changjun Zhou, et al.
Information Fusion (2024) Vol. 108, pp. 102361-102361
Closed Access | Times Cited: 20
Artificial intelligence for omics data analysis
Zeeshan Ahmed, Shibiao Wan, Fan Zhang, et al.
Deleted Journal (2024) Vol. 1, Iss. 1
Open Access | Times Cited: 20
Zeeshan Ahmed, Shibiao Wan, Fan Zhang, et al.
Deleted Journal (2024) Vol. 1, Iss. 1
Open Access | Times Cited: 20
Artificial intelligence in metabolomics: a current review
Jinhua Chi, Jingmin Shu, Ming Li, et al.
TrAC Trends in Analytical Chemistry (2024) Vol. 178, pp. 117852-117852
Closed Access | Times Cited: 20
Jinhua Chi, Jingmin Shu, Ming Li, et al.
TrAC Trends in Analytical Chemistry (2024) Vol. 178, pp. 117852-117852
Closed Access | Times Cited: 20
Transforming Clinical Research: The Power of High-Throughput Omics Integration
Rui Vitorino
Proteomes (2024) Vol. 12, Iss. 3, pp. 25-25
Open Access | Times Cited: 20
Rui Vitorino
Proteomes (2024) Vol. 12, Iss. 3, pp. 25-25
Open Access | Times Cited: 20
AI‐organoid integrated systems for biomedical studies and applications
Sudhiksha Maramraju, Andrew Kowalczewski, Anirudh Kaza, et al.
Bioengineering & Translational Medicine (2024) Vol. 9, Iss. 2
Open Access | Times Cited: 18
Sudhiksha Maramraju, Andrew Kowalczewski, Anirudh Kaza, et al.
Bioengineering & Translational Medicine (2024) Vol. 9, Iss. 2
Open Access | Times Cited: 18
Multi-omic integration of microbiome data for identifying disease-associated modules
Efrat Muller, Itamar Shiryan, Elhanan Borenstein
Nature Communications (2024) Vol. 15, Iss. 1
Open Access | Times Cited: 18
Efrat Muller, Itamar Shiryan, Elhanan Borenstein
Nature Communications (2024) Vol. 15, Iss. 1
Open Access | Times Cited: 18
Graph machine learning for integrated multi-omics analysis
Nektarios A. Valous, Ferdinand Popp, Inka Zörnig, et al.
British Journal of Cancer (2024) Vol. 131, Iss. 2, pp. 205-211
Open Access | Times Cited: 18
Nektarios A. Valous, Ferdinand Popp, Inka Zörnig, et al.
British Journal of Cancer (2024) Vol. 131, Iss. 2, pp. 205-211
Open Access | Times Cited: 18
Multi-omics approaches for understanding gene-environment interactions in noncommunicable diseases: techniques, translation, and equity issues
Robel Alemu, Nigussie Tadesse Sharew, Yodit Y. Arsano, et al.
Human Genomics (2025) Vol. 19, Iss. 1
Open Access | Times Cited: 2
Robel Alemu, Nigussie Tadesse Sharew, Yodit Y. Arsano, et al.
Human Genomics (2025) Vol. 19, Iss. 1
Open Access | Times Cited: 2
Algorithms and tools for data-driven omics integration to achieve multilayer biological insights: a narrative review
Aurelia Morabito, Giulia De Simone, Roberta Pastorelli, et al.
Journal of Translational Medicine (2025) Vol. 23, Iss. 1
Open Access | Times Cited: 2
Aurelia Morabito, Giulia De Simone, Roberta Pastorelli, et al.
Journal of Translational Medicine (2025) Vol. 23, Iss. 1
Open Access | Times Cited: 2