Dr.-Ing.

David Friedrich

Research Scientist
Lehrstuhl für Bildverarbeitung
RWTH Aachen
Sommerfeldstraße 24
52074 Aachen
Germany
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room 24C-209
phone: +49 (241) 80 – 27803
fax: +49 (241) 80 – 22200
mail: David.Friedrich@lfb.rwth-aachen.de
LinkedIn: http://www.linkedin.com/profile/view?id=181562147

 


 

 

Curriculum Vitae

November 2009 – now Research Scientist, Institute of Imaging and Computer Visions, RWTH Aachen
May 2008 – March 2009 Diploma thesis. Philips Research Laboratory Aachen (Medical Signal Processing Group)
July 2007 – September 2007 Internship, Philips Research Laboratory Aachen (Molecular Imaging Systems Group)
January 2007 – June 2007 Exchange semester, Helsinki University of Technology
October 2003 – May 2009 Graduate studies (Mathematics), RWTH Aachen

 

Awards

Viktor und Mirka Pollak-Price for Biomedical Engineering 2010

 

Research Project

Digital Cytopathology

 

Book Chapters

 
2013

Alfred Böcking, David Friedrich, Chen Jin, André Bell, Thomas Würflinger, Dietrich Meyer-Ebrecht, Yu Zhang, Stefan Biesterfeld, Natalia Pomjanski, Leonid Berynskyy, Richard Yeung, Jörg Handschel, Branko Palcic, Til Aach
Diagnostic Cytometry
In: Oral Cytology

 

Journal PUBLications

2019

Daniel Bug, Friedrich Feuerhake, Eva Oswald, Julia Schüler and Dorit Merhof
Semi-Automated Analysis of Digital Whole Slides from Humanized Lung-Cancer Xenograft Models for Checkpoint Inhibitor Response Prediction
In: Oncotarget

2018

Alfred H. Böcking, David Friedrich, Dietrich Meyer-Ebrecht, Chenyan Zhu, Anna Feider and Stefan Biesterfeld
Automated Detection of Cancer Cells in Effusion Specimens by DNA Karyometry
In: Cancer Cytopathology

2016

David Friedrich, Alfred Böcking, Dietrich Meyer-Ebrecht and Dorit Merhof
Removing defocused objects from single focal plane scans of cytological slides
In: Journal of Pathology Informatics 7

 
2012

Matthias Mühlich, David Friedrich and Til Aach
Supervised Quality Assessment Of Medical Image Registration: Application to intra-patient CT lung registration
In: Medical Image Analysis 16 (8)

 

Conference Publications

 
2019

Bug, Daniel, Gräbel, Philipp, Feuerhake, Friedrich, Oswald, Eva, Schüler, Julia and Merhof, Dorit
Supervised and Unsupervised Cell-Nuclei Detection in Immunohistology
In: COMPAY2019: 2nd MICCAI Workshop on Computational Pathology

2019

Daniel Bug, Dennis Eschweiler, Qianyu Liu, Justus Schock, Leon Weninger, Friedrich Feuerhake, Julia Schüler, Johannes Stegmaier and Dorit Merhof
Combined Learning for Similar Tasks with Domain-Switching Networks
In: International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI)

2017

Daniel Bug, Steffen Schneider, Anne Grote, Eva Oswald, Friedrich Feuerhake, Julia Schüler and Dorit Merhof
Context-based Normalization of Histological Stains using Deep Convolutional Features
In: MICCAI International Workshop on Deep Learning in Medical Image Analysis (DLMIA)

2014

David Friedrich, Christoph Haarburger, Adrian Luna-Cobos, Dietrich Meyer-Ebrecht, Alfred Böcking and Dorit Merhof
Segmentierung von Zellkernen für Hochdurchsatz-DNA-Bildzytomerie
In: Bildverarbeitung für die Medizin (BVM)

 
2014

David Friedrich, Dietrich Meyer-Ebrecht, Alfred Böcking and Dorit Merhof
Detection of felt tip markers on microscope slides
In: SPIE Medical Imaging 2014: Digital Pathology

 
2013

David Friedrich
Eliminating Defocused Objects From a Cell Collection Used For Early Cancer Diagnosis
In: POSTER 2013 - Proceedings of the 17th International Student Conference on Electrical Engineering

 
2013

David Friedrich, Adrian Luna Cobos, Stefan Biesterfeld, Alfred Böcking and Dietrich Meyer-Ebrecht
Konturverfeinerung über Fourierdeskriptoren
In: Bildverarbeitung für die Medizin 2013

 
2012

David Friedrich, Chen Jin, Yu Zhang, Chen Demin, Li Yuan, Leonid Berynskyy, Stefan Biesterfeld, Dietrich Meyer-Ebrecht and Alfred Böcking
A Pattern Recognition System for Identifying Cancer Cells in Serous Effusions
In: Proceddings of Pathology Informatics 2012, Journal of Pathology Informatics

 
2012

David Friedrich, Chen Jin, Yu Zhang, Chen Demin, Li Yuan, Leonid Berynskyy, Stefan Biesterfeld, Til Aach and Alfred Böcking
Identification of Prostate Cancer Cell Nuclei for DNA-Grading of Malignancy
In: Bildverarbeitung für die Medizin 2012

 
2012

David Friedrich, Matthias Brozio, Andre Bell, Stefan Biesterfeld, Alfred Böcking and Til Aach
Nucleus fingerprinting for the unique identification of Feulgen-stained nuclei
In: SPIE Medical Imaging 2012: Computer-Aided Diagnosis

 
2012

David Friedrich, Joschka zur Jacobsmühlen, Till Braunschweig, André Bell, Kraisorn Chaisaowong, Ruth Knüchel-Clarke and Til Aach
Detection of immunocytological markers in photomicroscopic images
In: SPIE Medical Imaging 2012: Computer-Aided Diagnosis

 
2011

David Friedrich, André Bell, Kraisorn Chaisaowong, Till Braunschweig, Ruth Knüchel-Clarke and Til Aach
High Dynamic Range Microscopy for Color Selective Virtual De-Staining of Immunocytological Specimens
In: Bildverarbeitung für die Medizin 2011

 
2011

André Bell, David Friedrich, Kraisorn Chaisaowong, Till Braunschweig, Ruth Knüchel-Clarke and Til Aach
Fast Virtual Destaining of Immunocytological Specimens
In: IEEE International Symposium on Biomedical Imaging (ISBI) 2011

 
2010

David Friedrich, Xavier L Aubert, Hartmut Fähr and Andreas Brauers
Heart rate estimation on a beat-to-beat basis via ballistocardiography-a hybrid approach
In: Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE

 
2010

David Friedrich, Johannes Brauers, André Bell and Til Aach
Towards Fully Automated Precise Measurement of Camera Transfer Functions
In: Southwest Symposium on Image Analysis and Interpretation (SSIAI) 2010

 

Patents

 
2010

Christoph Brueser, Kurt Stadlthanner, David Friedrich and Andreas Brauers
Method and apparatus for the analysis of a ballistocardiogram signal

 
2010

David Friedrich, Xavier L. Aubert, Andreas Brauers, Hartmut Führ and Kurt Stadlthanner
Method and apparatus for the analysis of ballistocardiogram signals

 

Teaching

Praktikum Digitale Bildverarbeitung – Dreidimensionale Darstellung von Schichtbildern