Raphael Brüngel

PhD student, Fachhochschule Dortmund

PhD student, Universität Duisburg-Essen

Joined

November 2022

Names

Raphael Brüngel (Preferred)

Emails

****@fh-dortmund.de (Confirmed)

****@stud.fh-dortmund.de (Confirmed)

****@stud.uni-due.de (Confirmed)

Personal Links

Career & Education History

PhD student

Fachhochschule Dortmund (fh-dortmund.de)

2021 – Present

PhD student

Universität Duisburg-Essen (uni-duisburg-essen.de)

2021 – Present

MS student

Fachhochschule Dortmund (fh-dortmund.de)

2017 – 2021

Undergrad student

Fachhochschule Dortmund (fh-dortmund.de)

2011 – 2017

Advisors, Relations & Conflicts

PhD Advisor

Christoph M. Friedrich

2021 – Present

PhD Advisor

Felix Nensa

2021 – Present

Expertise

medical image analysis

skin lesion analysis

wound analysis

deep learning

generative adversarial networks

synthetic images

2019 – Present

machine learning

deep learning

computer science education

2018 – Present

nanomaterial identification

nanomaterial regulation

expert systems

decision support systems

2015 – Present

Publications

ImageCLEF 2022: Multimedia Retrieval in Medical, Nature, Fusion, and Internet Applications
Alba Garcia Seco de Herrera, Bogdan Ionescu, Henning Müller, Renaud Péteri, Asma Ben Abacha, Christoph M. Friedrich, Johannes Rückert, Louise Bloch, Raphael Brüngel, Ahmad Idrissi-Yaghir, Henning Schäfer, Serge Kozlovski, Yashin Dicente Cid, Vassili Kovalev, Jon Chamberlain, Adrian F. Clark, Antonio Campello, Hugo Schindler, Jérôme Deshayes, Adrian Popescu et al. (3 additional authors not shown)
- 2022 (modified: 08 Nov 2022)
- ECIR (2) 2022
- Readers: Everyone
Overview of the ImageCLEF 2022: Multimedia Retrieval in Medical, Social Media and Nature Applications
Bogdan Ionescu, Henning Müller, Renaud Péteri, Johannes Rückert, Asma Ben Abacha, Alba Garcia Seco de Herrera, Christoph M. Friedrich, Louise Bloch, Raphael Brüngel, Ahmad Idrissi-Yaghir, Henning Schäfer, Serge Kozlovski, Yashin Dicente Cid, Vassili Kovalev, Liviu-Daniel Stefan, Mihai Gabriel Constantin, Mihai Dogariu, Adrian Popescu, Jérôme Deshayes-Chossart, Hugo Schindler et al. (3 additional authors not shown)
- 2022 (modified: 08 Nov 2022)
- CLEF 2022
- Readers: Everyone
Overview of ImageCLEFmedical 2022 - Caption Prediction and Concept Detection
Johannes Rückert, Asma Ben Abacha, Alba Garcia Seco de Herrera, Louise Bloch, Raphael Brüngel, Ahmad Idrissi-Yaghir, Henning Schäfer, Henning Müller, Christoph M. Friedrich
- 2022 (modified: 08 Nov 2022)
- CLEF (Working Notes) 2022
- Readers: Everyone
Boosting EfficientNets Ensemble Performance via Pseudo-Labels and Synthetic Images by pix2pixHD for Infection and Ischaemia Classification in Diabetic Foot Ulcers
Louise Bloch, Raphael Brüngel, Christoph M. Friedrich
- 2021 (modified: 08 Nov 2022)
- CoRR 2021
- Readers: Everyone
Boosting EfficientNets Ensemble Performance via Pseudo-Labels and Synthetic Images by pix2pixHD for Infection and Ischaemia Classification in Diabetic Foot Ulcers
Louise Bloch, Raphael Brüngel, Christoph M. Friedrich
- 2021 (modified: 08 Nov 2022)
- DFUC@MICCAI 2021
- Readers: Everyone
DETR and YOLOv5: Exploring Performance and Self-Training for Diabetic Foot Ulcer Detection
Raphael Brüngel, Christoph M. Friedrich
- 2021 (modified: 08 Nov 2022)
- CBMS 2021
- Readers: Everyone
Deep learning in diabetic foot ulcers detection: A comprehensive evaluation
Moi Hoon Yap, Ryo Hachiuma, Azadeh Alavi, Raphael Brüngel, Bill Cassidy, Manu Goyal, Hongtao Zhu, Johannes Rückert, Moshe Olshansky, Xiao Huang, Hideo Saito, Saeed Hassanpour, Christoph M. Friedrich, David B. Ascher, Anping Song, Hiroki Kajita, David Gillespie, Neil D. Reeves, Joseph M. Pappachan, Claire O'Shea et al. (1 additional authors not shown)
- 2021 (modified: 08 Nov 2022)
- Comput. Biol. Medicine 2021
- Readers: Everyone
The Effects of Colour Enhancement and IoU Optimisation on Object Detection and Segmentation of Coral Reef Structures
Marina Arendt, Johannes Rückert, Raphael Brüngel, Christopher Brumann, Christoph M. Friedrich
- 2020 (modified: 08 Nov 2022)
- CLEF (Working Notes) 2020
- Readers: Everyone
Deep Learning in Diabetic Foot Ulcers Detection: A Comprehensive Evaluation
Moi Hoon Yap, Ryo Hachiuma, Azadeh Alavi, Raphael Brüngel, Manu Goyal, Hongtao Zhu, Bill Cassidy, Johannes Rückert, Moshe Olshansky, Xiao Huang, Hideo Saito, Saeed Hassanpour, Christoph M. Friedrich, David B. Ascher, Anping Song, Hiroki Kajita, David Gillespie, Neil D. Reeves, Joseph Pappachan, Claire O'Shea et al. (1 additional authors not shown)
- 2020 (modified: 08 Nov 2022)
- CoRR 2020
- Readers: Everyone
Project-Based Learning in a Machine Learning Course with Differentiated Industrial Projects for Various Computer Science Master Programs
Raphael Brüngel, Johannes Rückert, Christoph M. Friedrich
- 2020 (modified: 08 Nov 2022)
- CSEE&T 2020
- Readers: Everyone

View all 11 publications

Co-Authors

View all 56 co-authors