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Project Ideas for Doctor of Philosophy in Biomedical Engineering

PhD decoding organ‑on‑chip, AI biomarkers & regenerative nanomaterials.

🏛 Introduction

At USC’s Michelson Center, BME PhDs fuse silicon and cells. Dissertations fabricate blood–brain‑barrier chips, mine multimodal EHR + imaging sets with graph AI, and 3‑D print nanoclay‑laden scaffolds that cue angiogenesis. FDA practicum paths teach 510(k) dossiers, while an Ethics colloquium debates CRISPR equitable access. Alumni spin out devices, datasets and policy briefs that heal structurally and socially.

💡 Suggested Project Titles

Graph CNN predicting sepsis from temporal EHR graphs

Hydrogel micro‑vessel model for tumor extravasation

Edge‑AI PPG ring detecting dehydration via HRV shifts

Nanoclay–growth factor gradient scaffold FEA

Optogenetic closed‑loop seizure suppression SOC

ISO 10993 leachables assessment for bio‑inks

CRISPR diagnostic lateral flow for zoonotic viruses

Digital twin of TAVR hemodynamics with patient‑specific CF

Regenerative stent coating releasing miRNA payloads

Ethics policy on organoid intellectual property

Carbon LCA of single‑use surgical plastics replacement

MRI‑visible hydrogel fiducials for radiotherapy

RL gait‑phase control for powered ankle exosuit

Federated learning on wearable seizure datasets

AI design of antimicrobial peptide sequences

USC – PhD in Biomedical Engineering

Engineer knowledge and materials that regenerate life.

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