Amaury Pelzer Email & Phone Number

Boston, Ma, Us

Boston, Massachusetts, United States

Project: Integrating known haplotypes with imaging features and Polygenic Risk Score for PTSD and AD

Melbourne, Victoria, Australia

Project: Multimodal Deep Learning for Outcome Prediction in Epilepsy Surgery• Performed data curation, cleaning, and preprocessing on clinical dataset• Developed ML prediction models using EHRs (Electronic Health Records) (in Python)• Created shell scripts to run preprocessing on 3D T1w MRIs• Developed DL prediction models using pre- and post-surgical MRIs• Created shell scripts using SLURM to perform computationally heavy tasks on the HPC• Developed an integrative approach using both clinical and imaging input features to predict surgical outcomeProject: Brain Age Prediction in Epilepsy Patients• Performed SHAP analysis on ML and DL models• Performed Data Visualization (2D and 3D) of brain regions playing an important role in brain age prediction based on their Shapley values

Maastricht, Limburg, Netherlands

Project: Metagenomics and transcriptomics analysis in inflammatory bowel disease• Created a new KEGG pipeline for integrating metagenomics and transcriptomics in Inflammatory Bowel Disease (in R and Python)Project: Predicting Mild Cognitive Impairment: Exploring the Discrepancy between Genetic and Actual Educational Attainment• Processed data cleaning and preprocessing for two clinical datasets• Generated Polygenic Risk Scores for educational attainment• Performed Survival analyses using Kaplan-Meier curves and Cox's Hazard regression (in R)• Performed statistical modeling using Mixed Modeling (in R)

Maastricht, Limburg, Netherlands

Project: Pathway modeling and analysis of iron metabolism disorders• Created and annotated a pathway in PathVisio• Performed network analysis using kinetic and transcriptomics data (in Cytoscape)• Identified potential drug targetsProject: Understand the role of the microbiome in inflammatory bowel disease using metagenomics• Performed differential gene expression analysis using DESeq2• Performed species-specific and community level pathway analysis on metagenomics (in R)• Identified dysregulated microorganisms in the IBD microbiome

Mres, Cognitive And Clinical Neuroscience

Specialization: Fundamental Neuroscience

Minor, Biomolecular Science And Neuroscience - Track Neurosciences

Bsc, Biomedical Sciences

Focus on: Neuroscience