Marc Niethammer

Marc Niethammer

Professor of Computer Science

UNC Chapel Hill

Biography

Marc Niethammer is a professor of computer science at the University of North Carolina at Chapel Hill (UNC) with a joint appointment in the Biomedical Research Imaging Center (BRIC) at UNC. His research is in biomedical image analysis with a particular focus on methods for statistical shape analysis, image segmentation, deformable image registration, and machine learning.

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Interests

  • Biomedical Image Computing
  • Image Registration
  • Image Segmentation
  • Machine Learning

Education

  • PhD in Electrical and Computer Engineering, 2004

    Georgia Institute of Technology

  • MSc in Applied Mathematics, 2002

    Georgia Institute of Technology

  • Dipl.-Ing. im Engineering Cybernetics, 2000

    Universitaet Stuttgart

  • MSc in Engineering Science and Mechanics, 1999

    Georgia Institute of Technology

Recent Publications

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Deep-learning-based image registration and automatic segmentation of organs-at-risk in cone-beam CT scans from high-dose radiation treatment of pancreatic cancer
Discovering Hidden Physics Behind Transport Dynamics
Dissecting Supervised Constrastive Learning
General anaesthesia during infancy reduces white matter micro-organisation in developing rhesus monkeys
ICON: Learning Regular Maps Through Inverse Consistency

Research Experience

 
 
 
 
 

Professor

Department of Computer Science, UNC Chapel Hill

Jan 2018 – Present Chapel Hill
 
 
 
 
 

Associate Professor

Department of Computer Science, UNC Chapel Hill

Jan 2014 – Dec 2017 Chapel Hill
 
 
 
 
 

Assistant Professor

Department of Computer Science, UNC Chapel Hill

Jan 2008 – Dec 2013 Chapel Hill
 
 
 
 
 

Instructor

Harvard Medical School

Jul 2007 – Dec 2007 Boston
 
 
 
 
 

Research Fellow

Brigham and Women’s Hospital

Sep 2005 – Dec 2007 Boston
 
 
 
 
 

Research Engineer

Georgia Institute of Technology

Jan 2005 – Aug 2005 Atlanta

Teaching

COMP 790: Machine Learning and Differential Equations

COMP 775: Image Processing and Analysis

COMP 775: Image Processing and Analysis

COMP 777: Optimal Estimation in Image Analysis

COMP 116: Introduction to Scientific Programming

COMP 790: Optimal Estimation in Image Analysis

COMP 775: Image Processing and Analysis

COMP 116: Introduction to Scientific Programming

COMP 116: Introduction to Scientific Programming

COMP 790: Optimal Estimation in Image Analysis

COMP 775: Image Processing and Analysis

COMP 790: Optimal Estimation in Image Analysis

COMP 116: Introduction to Scientific Programming

COMP 775: Image Processing and Analysis

COMP 790: Optimal Estimation in Image Analysis

COMP 116: Introduction to Scientific Programming

COMP 790: Optimal Estimation in Image Analysis

COMP 775: Image Processing and Analysis

COMP 875: Recent Advances in Image Analysis