Статті в журналах з теми "Multi-omics Integration"
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Sathyanarayanan, Anita, Rohit Gupta, Erik W. Thompson, Dale R. Nyholt, Denis C. Bauer, and Shivashankar H. Nagaraj. "A comparative study of multi-omics integration tools for cancer driver gene identification and tumour subtyping." Briefings in Bioinformatics 21, no. 6 (November 27, 2019): 1920–36. http://dx.doi.org/10.1093/bib/bbz121.
Повний текст джерелаLi, Chuan-Xing, Craig E. Wheelock, C. Magnus Sköld, and Åsa M. Wheelock. "Integration of multi-omics datasets enables molecular classification of COPD." European Respiratory Journal 51, no. 5 (March 15, 2018): 1701930. http://dx.doi.org/10.1183/13993003.01930-2017.
Повний текст джерелаWu, Cen, Fei Zhou, Jie Ren, Xiaoxi Li, Yu Jiang, and Shuangge Ma. "A Selective Review of Multi-Level Omics Data Integration Using Variable Selection." High-Throughput 8, no. 1 (January 18, 2019): 4. http://dx.doi.org/10.3390/ht8010004.
Повний текст джерелаBodein, Antoine, Marie-Pier Scott-Boyer, Olivier Perin, Kim-Anh Lê Cao, and Arnaud Droit. "Interpretation of network-based integration from multi-omics longitudinal data." Nucleic Acids Research 50, no. 5 (December 9, 2021): e27-e27. http://dx.doi.org/10.1093/nar/gkab1200.
Повний текст джерелаWieder, Cecilia, Juliette Cooke, Clement Frainay, Nathalie Poupin, Russell Bowler, Fabien Jourdan, Katerina J. Kechris, Rachel PJ Lai, and Timothy Ebbels. "PathIntegrate: Multivariate modelling approaches for pathway-based multi-omics data integration." PLOS Computational Biology 20, no. 3 (March 25, 2024): e1011814. http://dx.doi.org/10.1371/journal.pcbi.1011814.
Повний текст джерелаColomé-Tatché, M., and F. J. Theis. "Statistical single cell multi-omics integration." Current Opinion in Systems Biology 7 (February 2018): 54–59. http://dx.doi.org/10.1016/j.coisb.2018.01.003.
Повний текст джерелаSubramanian, Indhupriya, Srikant Verma, Shiva Kumar, Abhay Jere, and Krishanpal Anamika. "Multi-omics Data Integration, Interpretation, and Its Application." Bioinformatics and Biology Insights 14 (January 2020): 117793221989905. http://dx.doi.org/10.1177/1177932219899051.
Повний текст джерелаHaidar, Siwar, Julia Hooker, Simon Lackey, Mohamad Elian, Nathalie Puchacz, Krzysztof Szczyglowski, Frédéric Marsolais, Ashkan Golshani, Elroy R. Cober, and Bahram Samanfar. "Harnessing Multi-Omics Strategies and Bioinformatics Innovations for Advancing Soybean Improvement: A Comprehensive Review." Plants 13, no. 19 (September 28, 2024): 2714. http://dx.doi.org/10.3390/plants13192714.
Повний текст джерелаFiocchi, Claudio. "Omics and Multi-Omics in IBD: No Integration, No Breakthroughs." International Journal of Molecular Sciences 24, no. 19 (October 5, 2023): 14912. http://dx.doi.org/10.3390/ijms241914912.
Повний текст джерелаPinu, Farhana R., David J. Beale, Amy M. Paten, Konstantinos Kouremenos, Sanjay Swarup, Horst J. Schirra, and David Wishart. "Systems Biology and Multi-Omics Integration: Viewpoints from the Metabolomics Research Community." Metabolites 9, no. 4 (April 18, 2019): 76. http://dx.doi.org/10.3390/metabo9040076.
Повний текст джерелаLuo, Haoran, Hong Liang, Hongwei Liu, Zhoujie Fan, Yanhui Wei, Xiaohui Yao, and Shan Cong. "TEMINET: A Co-Informative and Trustworthy Multi-Omics Integration Network for Diagnostic Prediction." International Journal of Molecular Sciences 25, no. 3 (January 29, 2024): 1655. http://dx.doi.org/10.3390/ijms25031655.
Повний текст джерелаRappoport, Nimrod, and Ron Shamir. "NEMO: cancer subtyping by integration of partial multi-omic data." Bioinformatics 35, no. 18 (January 30, 2019): 3348–56. http://dx.doi.org/10.1093/bioinformatics/btz058.
Повний текст джерелаChoi, Joung Min, Chaelin Park, and Heejoon Chae. "moSCminer: a cell subtype classification framework based on the attention neural network integrating the single-cell multi-omics dataset on the cloud." PeerJ 12 (February 26, 2024): e17006. http://dx.doi.org/10.7717/peerj.17006.
Повний текст джерелаCembrowska-Lech, Danuta, Adrianna Krzemińska, Tymoteusz Miller, Anna Nowakowska, Cezary Adamski, Martyna Radaczyńska, Grzegorz Mikiciuk, and Małgorzata Mikiciuk. "An Integrated Multi-Omics and Artificial Intelligence Framework for Advance Plant Phenotyping in Horticulture." Biology 12, no. 10 (September 30, 2023): 1298. http://dx.doi.org/10.3390/biology12101298.
Повний текст джерелаZhu, Yingkun, Dengpan Bu, and Lu Ma. "Integration of Multiplied Omics, a Step Forward in Systematic Dairy Research." Metabolites 12, no. 3 (March 4, 2022): 225. http://dx.doi.org/10.3390/metabo12030225.
Повний текст джерелаHachem, Sana, Amani Yehya, Jad El Masri, Nicole Mavingire, Jabril R. Johnson, Abdulrahman M. Dwead, Naim Kattour, et al. "Contemporary Update on Clinical and Experimental Prostate Cancer Biomarkers: A Multi-Omics-Focused Approach to Detection and Risk Stratification." Biology 13, no. 10 (September 25, 2024): 762. http://dx.doi.org/10.3390/biology13100762.
Повний текст джерелаKhorraminezhad, Leila, Mickael Leclercq, Arnaud Droit, Jean-François Bilodeau, and Iwona Rudkowska. "Statistical and Machine-Learning Analyses in Nutritional Genomics Studies." Nutrients 12, no. 10 (October 14, 2020): 3140. http://dx.doi.org/10.3390/nu12103140.
Повний текст джерелаCao, Kai, Xiangqi Bai, Yiguang Hong, and Lin Wan. "Unsupervised topological alignment for single-cell multi-omics integration." Bioinformatics 36, Supplement_1 (July 1, 2020): i48—i56. http://dx.doi.org/10.1093/bioinformatics/btaa443.
Повний текст джерелаEicher, Tara, Garrett Kinnebrew, Andrew Patt, Kyle Spencer, Kevin Ying, Qin Ma, Raghu Machiraju, and Ewy A. Mathé. "Metabolomics and Multi-Omics Integration: A Survey of Computational Methods and Resources." Metabolites 10, no. 5 (May 15, 2020): 202. http://dx.doi.org/10.3390/metabo10050202.
Повний текст джерелаEt al., Gonesh Chandra Saha. "Integrative Analysis of Multi-Omics Data with Deep Learning: Challenges and Opportunities in Bioinformatics." Tuijin Jishu/Journal of Propulsion Technology 44, no. 3 (September 11, 2023): 1384–92. http://dx.doi.org/10.52783/tjjpt.v44.i3.488.
Повний текст джерелаElKarami, Bashier, Abedalrhman Alkhateeb, Hazem Qattous, Lujain Alshomali, and Behnam Shahrrava. "Multi-omics Data Integration Model Based on UMAP Embedding and Convolutional Neural Network." Cancer Informatics 21 (January 2022): 117693512211242. http://dx.doi.org/10.1177/11769351221124205.
Повний текст джерелаSharifi-Noghabi, Hossein, Olga Zolotareva, Colin C. Collins, and Martin Ester. "MOLI: multi-omics late integration with deep neural networks for drug response prediction." Bioinformatics 35, no. 14 (July 2019): i501—i509. http://dx.doi.org/10.1093/bioinformatics/btz318.
Повний текст джерелаMolla, Getnet, and Molalegne Bitew. "Revolutionizing Personalized Medicine: Synergy with Multi-Omics Data Generation, Main Hurdles, and Future Perspectives." Biomedicines 12, no. 12 (November 30, 2024): 2750. https://doi.org/10.3390/biomedicines12122750.
Повний текст джерелаMoon, Sehwan, and Hyunju Lee. "JDSNMF: Joint Deep Semi-Non-Negative Matrix Factorization for Learning Integrative Representation of Molecular Signals in Alzheimer’s Disease." Journal of Personalized Medicine 11, no. 8 (July 21, 2021): 686. http://dx.doi.org/10.3390/jpm11080686.
Повний текст джерелаZarayeneh, Neda, Euiseong Ko, Jung Hun Oh, Sang Suh, Chunyu Liu, Jean Gao, Donghyun Kim, and Mingon Kang. "Integration of multi-omics data for integrative gene regulatory network inference." International Journal of Data Mining and Bioinformatics 18, no. 3 (2017): 223. http://dx.doi.org/10.1504/ijdmb.2017.087178.
Повний текст джерелаKang, Mingon, Donghyun Kim, Jean Gao, Chunyu Liu, Sang Suh, Jung Hun Oh, Neda Zarayeneh, and Euiseong Ko. "Integration of multi-omics data for integrative gene regulatory network inference." International Journal of Data Mining and Bioinformatics 18, no. 3 (2017): 223. http://dx.doi.org/10.1504/ijdmb.2017.10008266.
Повний текст джерелаMilner, Danny A., and Jochen K. Lennerz. "Technology and Future of Multi-Cancer Early Detection." Life 14, no. 7 (June 29, 2024): 833. http://dx.doi.org/10.3390/life14070833.
Повний текст джерелаBakare, Olayemi Stephen. "AI-Driven Multi-Omics Integration for Precision Medicine in Complex Disease Diagnosis and Treatment." International Journal of Research Publication and Reviews 6, no. 6 (January 2025): 5070–84. https://doi.org/10.55248/gengpi.6.0125.0650.
Повний текст джерелаIvanisevic, Tonci, and Raj N. Sewduth. "Multi-Omics Integration for the Design of Novel Therapies and the Identification of Novel Biomarkers." Proteomes 11, no. 4 (October 20, 2023): 34. http://dx.doi.org/10.3390/proteomes11040034.
Повний текст джерелаAdossa, Nigatu, Sofia Khan, Kalle T. Rytkönen, and Laura L. Elo. "Computational strategies for single-cell multi-omics integration." Computational and Structural Biotechnology Journal 19 (2021): 2588–96. http://dx.doi.org/10.1016/j.csbj.2021.04.060.
Повний текст джерелаCharmpi, Konstantina, Manopriya Chokkalingam, Ronja Johnen, and Andreas Beyer. "Optimizing network propagation for multi-omics data integration." PLOS Computational Biology 17, no. 11 (November 11, 2021): e1009161. http://dx.doi.org/10.1371/journal.pcbi.1009161.
Повний текст джерелаMohr, Alex E., Carmen P. Ortega-Santos, Corrie M. Whisner, Judith Klein-Seetharaman, and Paniz Jasbi. "Navigating Challenges and Opportunities in Multi-Omics Integration for Personalized Healthcare." Biomedicines 12, no. 7 (July 5, 2024): 1496. http://dx.doi.org/10.3390/biomedicines12071496.
Повний текст джерелаAndrew, Zhou, Zhang Charlie, and Eminaga Okyaz. "Advances in deep learning-based cancer outcome prediction using multi-omics data." Annals of Proteomics and Bioinformatics 7, no. 1 (May 1, 2023): 010–13. http://dx.doi.org/10.29328/journal.apb.1001020.
Повний текст джерелаLi, Peng, and Bo Sun. "Integration of Multi-Omics Data to Identify Cancer Biomarkers." Journal of Information Technology Research 15, no. 1 (January 2022): 1–15. http://dx.doi.org/10.4018/jitr.2022010105.
Повний текст джерелаChen, Tyrone, Al J. Abadi, Kim-Anh Lê Cao, and Sonika Tyagi. "multiomics: A user-friendly multi-omics data harmonisation R pipeline." F1000Research 10 (July 6, 2021): 538. http://dx.doi.org/10.12688/f1000research.53453.1.
Повний текст джерелаChen, Tyrone, Al J. Abadi, Kim-Anh Lê Cao, and Sonika Tyagi. "multiomics: A user-friendly multi-omics data harmonisation R pipeline." F1000Research 10 (August 2, 2023): 538. http://dx.doi.org/10.12688/f1000research.53453.2.
Повний текст джерелаDuan, Ran, Lin Gao, Yong Gao, Yuxuan Hu, Han Xu, Mingfeng Huang, Kuo Song, et al. "Evaluation and comparison of multi-omics data integration methods for cancer subtyping." PLOS Computational Biology 17, no. 8 (August 12, 2021): e1009224. http://dx.doi.org/10.1371/journal.pcbi.1009224.
Повний текст джерелаSun, Wenli, and Mohamad Hesam Shahrajabian. "Survey on Multi-omics, and Multi-omics Data Analysis, Integration and Application." Current Pharmaceutical Analysis 19 (April 6, 2023). http://dx.doi.org/10.2174/1573412919666230406100948.
Повний текст джерелаLi, Yunfan, Dan Zhang, Mouxing Yang, Dezhong Peng, Jun Yu, Yu Liu, Jiancheng Lv, Lu Chen, and Xi Peng. "scBridge embraces cell heterogeneity in single-cell RNA-seq and ATAC-seq data integration." Nature Communications 14, no. 1 (September 28, 2023). http://dx.doi.org/10.1038/s41467-023-41795-5.
Повний текст джерелаLiu, Zhe, and Taesung Park. "DMOIT: denoised multi-omics integration approach based on transformer multi-head self-attention mechanism." Frontiers in Genetics 15 (December 10, 2024). https://doi.org/10.3389/fgene.2024.1488683.
Повний текст джерелаWang, Haohua, Kai Lin, Qiang Zhang, Jinlong Shi, Xinyu Song, Jue Wu, Chenghui Zhao, and Kunlun He. "HyperTMO: a trusted multi-omics integration framework based on hypergraph convolutional network for patient classification." Bioinformatics, March 26, 2024. http://dx.doi.org/10.1093/bioinformatics/btae159.
Повний текст джерелаKwoji, Iliya Dauda, Olayinka Ayobami Aiyegoro, Moses Okpeku, and Matthew Adekunle Adeleke. "‘Multi-omics’ data integration: applications in probiotics studies." npj Science of Food 7, no. 1 (June 5, 2023). http://dx.doi.org/10.1038/s41538-023-00199-x.
Повний текст джерелаTiwari, Prateek, Raghvendra Pandey, and Sonia Chadha. "Integrative Multi-Omics Approaches for Personalized Medicine and Health." Current Bioinformatics 20 (February 10, 2025). https://doi.org/10.2174/0115748936360644250127095005.
Повний текст джерелаKang, Mingon, Euiseong Ko, and Tesfaye B. Mersha. "A roadmap for multi-omics data integration using deep learning." Briefings in Bioinformatics 23, no. 1 (November 12, 2021). http://dx.doi.org/10.1093/bib/bbab454.
Повний текст джерелаSelvarajoo, Kumar, and Sebastian Maurer-Stroh. "Towards multi-omics synthetic data integration." Briefings in Bioinformatics 25, no. 3 (March 27, 2024). http://dx.doi.org/10.1093/bib/bbae213.
Повний текст джерелаPang, Jiali, Bilin Liang, Ruifeng Ding, Qiujuan Yan, Ruiyao Chen, and Jie Xu. "A denoised multi-omics integration framework for cancer subtype classification and survival prediction." Briefings in Bioinformatics, August 18, 2023. http://dx.doi.org/10.1093/bib/bbad304.
Повний текст джерелаTsagiopoulou, Maria, Nikolaos Pechlivanis, Maria Christina Maniou, and Fotis Psomopoulos. "InterTADs: integration of multi-omics data on topologically associated domains, application to chronic lymphocytic leukemia." NAR Genomics and Bioinformatics 4, no. 1 (January 14, 2022). http://dx.doi.org/10.1093/nargab/lqab121.
Повний текст джерелаMaitra, Chayan, Dibyendu B. Seal, Vivek Das, and Rajat K. De. "Unsupervised neural network for single cell Multi-omics INTegration (UMINT): an application to health and disease." Frontiers in Molecular Biosciences 10 (May 24, 2023). http://dx.doi.org/10.3389/fmolb.2023.1184748.
Повний текст джерелаCanzler, Sebastian, Kristin Schubert, Ulrike E. Rolle-Kampczyk, Zhipeng Wang, Stephan Schreiber, Hervé Seitz, Sophie Mockly, et al. "Evaluating the performance of multi-omics integration: a thyroid toxicity case study." Archives of Toxicology, October 23, 2024. http://dx.doi.org/10.1007/s00204-024-03876-2.
Повний текст джерелаXu, Jing, Peng Wu, Yuehui Chen, Qingfang Meng, Hussain Dawood, and Hassan Dawood. "A hierarchical integration deep flexible neural forest framework for cancer subtype classification by integrating multi-omics data." BMC Bioinformatics 20, no. 1 (October 28, 2019). http://dx.doi.org/10.1186/s12859-019-3116-7.
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