Publications by authors named "P S Jeganathan"
Time series studies of microbiome interventions provide valuable data about microbial ecosystem structure. Unfortunately, existing models of microbial community dynamics have limited temporal memory and expressivity, relying on Markov or linearity assumptions. To address this, we introduce a new class of models based on transfer functions.
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- - Diverse vaginal microbial communities are linked to negative health outcomes like preterm birth and STIs, yet their complex structures are not well understood.
- - Traditional clustering methods used to study these communities struggle to accurately identify different sub-groups and transitions between them.
- - This study introduces mixed membership topic models, which provide a clearer understanding of vaginal microbial compositions and highlight significant sub-communities and factors, including the impact of the menstrual cycle in non-pregnant individuals.
Introduction: Lipoma Arborescens is an extremely rare, benign lesion effecting the synovial tissue of joints. It is characterized by villous lipomatous proliferation of the synovial tissue. The aim of our study was to evaluate its diagnostic features and analyse the functional outcome of arthroscopic management.
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