Holger Roth

Bio


Since August 2016, I am assistant professor (research) at Mori Laboratory, Nagoya University, Japan. My current research is focusing on the application of deep learning methods for medical image analysis, multi-scale computational anatomy, and computer-aided detection and diagnosis.

Resumé

I started my undergraduate degree in 2003 in Electrical Engineering at the University of Applied Sciences Würzburg-Schweinfurt, Germany.

My first research during my studies was conducted in 2007 during an internship at the Fraunhofer Institute in Fürth (Germany), specialising in Computed Tomography (CT) for non-destructive testing.

I subsequently gained an MSc in Vision, Image and Signal Processing at Heriot-Watt University in Edinburgh in 2008, working on computer vision algorithms for autonomous underwater vehicles.

In 2009, I started a PhD at the Centre for Medical Image Computing at University College London, UK, under the supervision of Prof. David Hawkes and Dr. Jamie McClelland. I specialised in the registration of highly deformable organs such as the colon and navigation for colonoscopy.

From 2013 to 2016, I worked at the Imaging Biomarkers and CAD Lab at the National Institutes of Health Clinical Centers, Bethesda, USA, with Dr. Ronald Summers and Dr. Le Lu.

Timeline


Visiting Research Fellow                                                                                                                   

National Institutes of Health                                                                                                                NIH logo
December 2013 – July 2016Bethesda, MD 20892, USA

Imaging Biomarkers and Computer-Aided Diagnosis Laboratory

University College London

Research Associate at Centre for Medical Image Computing

University College London
April 2012 – Present (2 years 5 months)London, United Kingdom
University College London

University College London April 2009 – December 2013 (4 years 9 months)

PhD Student in Medical Physics and Bioengineering
- Establishing the spatial correspondence
between CT colonography data sets
- Non-rigid registration of colonic surfaces
- Automated biopsy guidance for optical

Software Engineer

Dürr Dental AG
February 2009 – March 2009 (2 months)Bietigheim-Bissingen, Germany

Development of digital diagnostic imaging software for dentistry and non-destructive testing

MSc student

Ocean Systems Laboratory at Heriot-Watt University
April 2008 – August 2008 (5 months)Edinburgh, United Kingdom

- Computer Vision for an Autonomous Underwater Vehicle
- Visual camera motion estimation and video mosaicking of underwater scenes
- Participated at SAUC-E 2008 in Brest, France, and won competition

Graduand (Diplomand)

Fraunhofer Institute for Integrated Circuits IIS
March 2007 – August 2007 (6 months)Erlangen, Germany

Multi-Material Segmentation of industrial 3D computer-tomographical data using foreknowledge

Profession practical semester

Fraunhofer Institute for Silicate Research ISC
September 2006 – February 2007 (6 months)Würzburg, Germany

Development of an ultrasonic converter, working at high temperatures