Coenocline Simulation of Microbiome Samples: A Biologically Mechanistic Framework for Generating Ecologically Realistic Synthetic Datasets to Support Classification Method Evaluation.
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| Title: | Coenocline Simulation of Microbiome Samples: A Biologically Mechanistic Framework for Generating Ecologically Realistic Synthetic Datasets to Support Classification Method Evaluation. |
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| Authors: | Hurst C; Department of Clinical Epidemiology, Faculty of Medicine, Thammasat University, Pathum Thani 12120, Thailand.; Center of Excellence in Applied Epidemiology, Thammasat University, Pathum Thani 12120, Thailand.; Statistics Unit, QIMR Berghofer Medical Research Institute, Brisbane 4006, QLD, Australia.; Pathogen Hunter's Research Collaborative Team, Department of Infectious Diseases and Infection Control, Yamagata Prefectural Central Hospital, Yamagata 990-2292, Japan., Wannigama DL; Pathogen Hunter's Research Collaborative Team, Department of Infectious Diseases and Infection Control, Yamagata Prefectural Central Hospital, Yamagata 990-2292, Japan.; Department of Infectious Diseases, Faculty of Medicine, Yamagata University, Yamagata 990-2292, Japan.; Department of Infectious Diseases and Infection Control, Yamagata Prefectural Central Hospital, Yamagata 990-2292, Japan.; Biofilms and Antimicrobial Resistance Consortium of ODA Receiving Countries, The University of Sheffield, Sheffield S10 2TN, UK.; Center of Excellence for Vectors and Vector-Borne Diseases, Faculty of Science, Mahidol University, Bangkok 10400, Thailand.; Graduate School, Yamagata Prefectural University of Health Sciences, Kamiyanagi, Yamagata 990-2212, Japan., Malacova E; Statistics Unit, QIMR Berghofer Medical Research Institute, Brisbane 4006, QLD, Australia., Tantiyavarong P; Department of Clinical Epidemiology, Faculty of Medicine, Thammasat University, Pathum Thani 12120, Thailand., Khongthon N; Department of Clinical Epidemiology, Faculty of Medicine, Thammasat University, Pathum Thani 12120, Thailand., Pelecanos A; Statistics Unit, QIMR Berghofer Medical Research Institute, Brisbane 4006, QLD, Australia., Jones L; Statistics Unit, QIMR Berghofer Medical Research Institute, Brisbane 4006, QLD, Australia., Hurst R; Pathogen Hunter's Research Collaborative Team, Department of Infectious Diseases and Infection Control, Yamagata Prefectural Central Hospital, Yamagata 990-2292, Japan., Hartel G; Statistics Unit, QIMR Berghofer Medical Research Institute, Brisbane 4006, QLD, Australia.; Griffith Institute for Biomedicine and Glycomics, Giffith University, Southport 4222, QLD, Australia. |
| Source: | Pathogens (Basel, Switzerland) [Pathogens] 2026 Aug 21; Vol. 15 (8). Date of Electronic Publication: 2026 Aug 21. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: MDPI AG Country of Publication: Switzerland NLM ID: 101596317 Publication Model: Electronic Cited Medium: Internet ISSN: 2076-0817 (Electronic) Linking ISSN: 20760817 NLM ISO Abbreviation: Pathogens Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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