Debugging lung diseases: applying mathematical techniques for precision medicine on the pulmonary microbiome through modelling, data integration and machine learning

• المؤلف الرئيسي: Jayanth Kumar Narayana
• مؤلفون آخرون: Sanjay Haresh Chotirmall
• التنسيق: Thesis-Doctor of Philosophy
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Mathematical Sciences; Medicine, Health and Life Sciences; Microbiome; Data integration; Lung diseases; Machine learning; Metagenomics
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/173817

Background: The pulmonary microbiome plays a crucial role in chronic respi- ratory diseases. However, the translation of mathematical approaches for clinical value remains limited. This thesis aims to bridge the gap between mathematical techniques and clinical sciences to explore the potential of th...