DrNicola Giannotti

Senior Lecturer

Faculty of Medicine and Health

Research projects & supervision summary

Honours projects (USyD) - primary supervisor

  • MRI mapping of anatomical variations of the knee
  • Should grid-less algorithms be routinely introduced in digital radiography to improve image quality and reduce patient dose

Honours projects (USyD) - co-supervisor

  • Artificial Intelligence in Breast Density measurement in Mammography

PhD (UCD) - honorary supervisor capacity:

  • An investigation study of advanced radiographic practice across European countries.

Finally, Nicola has an active role with the Biomarkers Imaging Vulnerable Atherosclerosis in Symptomatic Carotid disease (BIOVASC) group

RESEARCH PROJECTS & ACTIVITIES

  • RESEARCH-BASED DEGREE SUPERVISION
    Advancing Early Detection of Chemotherapy‑Induced Cardiotoxicity in HER2 Breast Cancer Through Multimodal Non‑Invasive Imaging and Exploratory AI‑Enhanced Analysis
  • RESEARCH-BASED DEGREE SUPERVISION
    Advancing MRI Protocol Optimisation and Deep Learning Outcome Prediction Models for Anterior Cruciate Ligament Injuries
  • RESEARCH-BASED DEGREE SUPERVISION
    Can deep ensembled learning assist ultrasound imaging to provide accurate diagnosis of the supraspinatus tendon in remote and rural locations?
  • RESEARCH-BASED DEGREE SUPERVISION
    Insights into Atherosclerotic Cardiovascular Disease Using Multimodality Imaging
  • RESEARCH-BASED DEGREE SUPERVISION
    Optimising Imaging Pathways of Patients with Acute Abdominal Pain
  • RESEARCH-BASED DEGREE SUPERVISION
    Restorative Neurostimulation for Axial Low Back Pain: Linking Multifidus Muscle Recovery to Brain Network Plasticity Using Advanced MRI and AI