Dr.-Ing.
David Friedrich
Research Scientist
Institute of Imaging & Computer Vision RWTH Aachen Sommerfeldstrasse 24 52074 Aachen Germany
Room:	24C-209
Tel:	+49 (241) 80 27803
Fax:	+49 (241) 80 22200
Email:	lfb@lfb.rwth-aachen.de
LinkedIn:	http://www.linkedin.com/profile/view?id=181562147

Curriculum Vitae

Awards

Viktor und Mirka Pollak-Prize for Medical Engineering 2010

Research project

Book chapter

 

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

2022

Eva Oswald, Daniel Bug, Anne Grote, Kanstantsin Lashuk, Nassim Bouteldja, Dorothee Lenhard, Anne Löhr, Anke Behnke, Volker Knauff, Anna Edinger, Kerstin Klingner, Gabriele Niedermann, Dorit Merhof, Friedrich Feuerhake and Julia Schueler
The immune cell infiltration pattern in non-small cell lung cancer PDX models is a model immanent feature and correlates with a distinct molecular and phenotypic make-up
In: Journal for ImmunoTherapy of Cancer

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

2020

Daniel Bug, Gregor Nickel, Anne Grote, Friedrich Feuerhake, Eva Oswald, Julia Schüler and Dorit Merhof
Image Quilting for Histological Image Synthesis
In: Bildverarbeitung für die Medizin (BVM)

2020

Daniel Bug, Felix Bartsch, Nadine Sarah Schaadt, Mathias Wien, Friedrich Feuerhake, Julia Schüler, Eva Oswald and Dorit Merhof
Scalable HEVC for Histological Whole-Slide Image Compression
In: Bildverarbeitung für die Medizin (BVM)

2019

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

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

MediEN

• 29 March and 4 May, 2012: Report in “WDR Lokalzeit”

Teaching

• Practical course in digital image processing – three-dimensional representation of layered images