Projects

Computational biology · Machine learning · Signal analysis

Translational Oncology Bioinformatics

Neurotrophic Architecture of Pancreatic Cancer

Investigating the molecular convergence of psychedelic neuroplasticity (TrkB) and perineural invasion (TrkA) in PDAC using TCGA-PAAD transcriptomic data.

Machine Learning Neurodegeneration

Alzheimer’s Disease ML Classifier

Random Forest classifier trained on ADNI gene expression data, achieving 90.7% accuracy in distinguishing disease status from controls.

Genomics DEG Analysis

Differential Gene Expression Pipelines

Reproducible workflows for biomarker discovery in lung cancer and treatment response analysis in asthma patients using GEO datasets.

Signal Analysis Instrumentation

Intersystem Noise Coupling

Exploring whether biological “noise” acts as a mechanism of coordination between organ systems using stochastic modelling and physiological time-series data.

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