Research Focuses:

  • Domain-enriched deep architectures
  • Explainable machine learning
  • Deep multitask learning
  • Adversarial machine learning
  • Digital image processing and computer vision

Projects:

  • INL: AI-enhanced material charaterization, Min Xian, 2021-2024.
  • NIH COBRE/IMCI Phase II - Project: Deep learning for breast tumor detection, Min Xian (PD), Alex Vakanski, 2020 - 2023.
  • Microfusion Inc. Pliot project: AI engine for anomaly detection, Min Xian (PI), 2020.
  • NIH COBRE/CMCI Phrase I - Project Grant: Robust approaches for breast tumor segmentation, Min Xian (PI), Alex Vakanski, 2019 - 2020.
  • U of I EIS: Portable ultrasound for breast cancer detection, Min Xian (PI), Alex Vakanski, 2019 - 2020.

Sponsors: