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Multiomics Analysis Reveals Gut Virome–Bacteria–Metabolite Interactions and Their Associations with Symptoms in Patients with IBS-D.

• Authors : Xie, Peiwei¹ (AUTHOR); Luo, Mei¹ (AUTHOR); Fan, Jiahui¹ (AUTHOR)

Subjects: *MACHINE learning; *AMINO acid derivatives; *IRRITABLE colon

• Source: Viruses (1999-4915). Jul2024, Vol. 16 Issue 7, p1054. 25p.

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Unveiling divergent treatment prognoses in IDHwt-GBM subtypes through multiomics clustering: a swift dual MRI-mRNA model for precise subtype prediction.

• Authors : Ji, Qiang^1,2 (AUTHOR); Zheng, Yi^1,3 (AUTHOR); Zhou, Lili¹ (AUTHOR)

• Source: Journal of Translational Medicine. 6/18/2024, Vol. 22 Issue 1, p1-15. 15p.

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Multimodal AI/ML for discovering novel biomarkers and predicting disease using multi-omics profiles of patients with cardiovascular diseases.

• Authors : DeGroat W; Rutgers Institute for Health, Health Care Policy and Aging Research, Rutgers, The State University of New Jersey, 112 Paterson St, New Brunswick, NJ, 08901, USA.; Abdelhalim H

Subjects: Cardiovascular Diseases*/Cardiovascular Diseases*/Cardiovascular Diseases*/genetics ; Polymorphism, Single Nucleotide* ; Biomarkers*

• Source: Scientific reports [Sci Rep] 2024 Nov 03; Vol. 14 (1), pp. 26503. Date of Electronic Publication: 2024 Nov 03.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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Multi-omics features of immunogenic cell death in gastric cancer identified by combining single-cell sequencing analysis and machine learning.

• Authors : Dai SL; Department of General Surgery, Deqing People's Hospital, Deqing Campus, Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, 120 South Yingxi Road, Deqing, 313200, Zhejiang, P. R. China. .; Pan JQ

Subjects: Stomach Neoplasms*/Stomach Neoplasms*/Stomach Neoplasms*/genetics ; Stomach Neoplasms*/Stomach Neoplasms*/Stomach Neoplasms*/pathology ; Stomach Neoplasms*/Stomach Neoplasms*/Stomach Neoplasms*/immunology

• Source: Scientific reports [Sci Rep] 2024 Sep 18; Vol. 14 (1), pp. 21751. Date of Electronic Publication: 2024 Sep 18.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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Multi-Omics Analysis by Machine Learning Identified Lysophosphatidic Acid as a Biomarker and Therapeutic Target for Porcine Reproductive and Respiratory Syndrome.

• Authors : Zhang H; Sate Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou, 510006, China.; Hu F

Subjects: Porcine Reproductive and Respiratory Syndrome*/Porcine Reproductive and Respiratory Syndrome*/Porcine Reproductive and Respiratory Syndrome*/metabolism ; Biomarkers*/Biomarkers*/Biomarkers*/metabolism ; Lysophospholipids*/Lysophospholipids*/Lysophospholipids*/metabolism

• Source: Advanced science (Weinheim, Baden-Wurttemberg, Germany) [Adv Sci (Weinh)] 2024 Sep; Vol. 11 (34), pp. e2402025. Date of Electronic Publication: 2024 Jul 08.Publisher: WILEY-VCH Country of Publication: Germany NLM ID: 101664569 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2198-3844

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Multiomics-Based Outcome Prediction in Personalized Ultra-Fractionated Stereotactic Adaptive Radiotherapy (PULSAR).

• Authors : Zhang, Haozhao^1,2 (AUTHOR); Dohopolski, Michael^1,2 (AUTHOR); Stojadinovic, Strahinja¹ (AUTHOR)

• Source: Cancers. Oct2024, Vol. 16 Issue 19, p3425. 15p.

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Machine Learning Model for Multiomics Biomarkers Identification for Menopause Status in Breast Cancer.

• Authors : Alghanim, Firas¹ (AUTHOR) ; Al-Hurani, Ibrahim² (AUTHOR) ; Qattous, Hazem¹ (AUTHOR)

• Source: Algorithms. Jan2024, Vol. 17 Issue 1, p13. 15p.

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Smccnet 2.0: a comprehensive tool for multi-omics network inference with shiny visualization.

• Authors : Liu W; Department of Biostatistics and Informatics, School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, 80045, USA. .; Vu T

Subjects: Software* ; Machine Learning*; Genomics/Genomics/Genomics/methods

• Source: BMC bioinformatics [BMC Bioinformatics] 2024 Aug 24; Vol. 25 (1), pp. 276. Date of Electronic Publication: 2024 Aug 24.Publisher: BioMed Central Country of Publication: England NLM ID: 100965194 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2105

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Integrated multi-omics with machine learning to uncover the intricacies of kidney disease.

• Authors : Liu X; Shi J; Jiao Y

Subjects: Machine Learning* ; Kidney Diseases*/Kidney Diseases*/Kidney Diseases*/genetics ; Kidney Diseases*/Kidney Diseases*/Kidney Diseases*/metabolism

• Source: Briefings in bioinformatics [Brief Bioinform] 2024 Jul 25; Vol. 25 (5).Publisher: Oxford University Press Country of Publication: England NLM ID: 100912837 Publication Model: Print Cited Medium: Internet ISSN:

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Prognostic significance of migrasomes in neuroblastoma through machine learning and multi-omics.

• Authors : Li W; Tianjin Cancer Hospital Airport Hospital, National Clinical Research Center for Cancer, Tianjin, China.; Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin, 300060, China.

Subjects: Neuroblastoma*/Neuroblastoma*/Neuroblastoma*/genetics ; Neuroblastoma*/Neuroblastoma*/Neuroblastoma*/metabolism ; Neuroblastoma*/Neuroblastoma*/Neuroblastoma*/pathology

• Source: Scientific reports [Sci Rep] 2024 Jul 18; Vol. 14 (1), pp. 16629. Date of Electronic Publication: 2024 Jul 18.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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