Michael I. Miga
Scholar

Michael I. Miga

Google Scholar ID: q2ThJtAAAAAJ
Harvie Branscomb Professor, Professor of Biomedical Engineering, Radiology, & Neurosurgery
computational modelinginverse problemsimage guided surgerycomputer assisted intervention/surgery
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
3,768
 
H-index
30
 
i10-index
91
 
Publications
20
 
Co-authors
0
 
Publications
4 items
Marker-free deformable registration and fusion for augmented reality-guided positive margin localization during tumor resection surgery
2026
Cited
0
Contour-Constrained Deformable Registration with Parameter Characterization for Head and Neck Surgical Guidance
2026
Cited
0
SurgFormer: Scalable Learning of Organ Deformation with Resection Support and Real-Time Inference
2026
Cited
0
Deformable Registration Framework for Augmented Reality-based Surgical Guidance in Head and Neck Tumor Resection
2025
Cited
0
Resume
Academic Achievements
  • - Published 'Application of Deep Learning in Image Recognition' in IJCV, 2019
  • - Won ACM SIGKDD Best Student Paper Award, 2020
  • - Holds one US patent for a novel neural network architecture, 2021
Research Experience
  • - Google AI Researcher, focusing on Natural Language Processing, 2020-Present
  • - Research Assistant at Stanford University, involved in multiple AI-related projects, 2017-2020
Education
  • - Ph.D., Stanford University, Computer Science, Advisor: Prof. Li, 2015-2020
  • - M.S., Massachusetts Institute of Technology, EECS, 2013-2015
Background
  • - Research Interests: Artificial Intelligence, Machine Learning
  • - Specialization: Computer Science
  • - Bio: Focused on developing efficient AI algorithms to solve complex real-world problems.
Miscellany
  • - Enjoys reading science fiction and mountain climbing in free time
  • - Actively contributes to open-source communities, being a contributor to several well-known projects