Christoph M. Friedrich

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 81

Top Venues

Witten-Herdecke, Univ. (PHD)

Education History

Witten-Herdecke, Univ.

PHD

Publications

Ahmad Idrissi-Yaghir, Amin Dada, Henning Schäfer, Kamyar Arzideh, Giulia Baldini, Jan Trienes, Max Hasin, Jeanette Bewersdorff, Cynthia S. Schmidt, Marie Bauer, Kaleb E. Smith, Jiang Bian, Yonghui Wu, Jörg Schlötterer, Torsten Zesch, Peter A. Horn, Christin Seifert, Felix Nensa, Jens Kleesiek, Christoph M. Friedrich
Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding. CoRR (2024)
Tabea Margareta Grace Pakull, Hendrik Damm, Ahmad Idrissi-Yaghir, Henning Schäfer, Peter A. Horn, Christoph M. Friedrich
WisPerMed at BioLaySumm: Adapting Autoregressive Large Language Models for Lay Summarization of Scientific Articles. CoRR (2024)
Ahmad Idrissi-Yaghir, Amin Dada, Henning Schäfer, Kamyar Arzideh, Giulia Baldini, Jan Trienes, Max Hasin, Jeanette Bewersdorff, Cynthia S. Schmidt, Marie Bauer, Kaleb E. Smith, Jiang Bian, Yonghui Wu, Jörg Schlötterer, Torsten Zesch, Peter A. Horn, Christin Seifert, Felix Nensa, Jens Kleesiek, Christoph M. Friedrich
Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding. LREC/COLING (2024)
Leroy Anozie, Bodo Fink, Christoph M. Friedrich, Christoph Engels
Monitoring Flow-Forming Processes Using Design of Experiments and a Machine Learning Approach Based on Randomized-Supervised Time Series Forest and Recursive Feature Elimination. Sensors 24 (5) (2024)
Bogdan Ionescu, Henning Müller, Ana-Maria Claudia Dragulinescu, Ahmad Idrissi-Yaghir, Ahmedkhan Radzhabov, Alba Garcia Seco de Herrera, Alexandra Andrei, Alexandru Stan, Andrea M. Storås, Asma Ben Abacha, Benjamin Lecouteux, Benno Stein, Cécile Macaire, Christoph M. Friedrich, Cynthia S. Schmidt, Didier Schwab, Emmanuelle Esperança-Rodier, George Ioannidis, Griffin Adams, Henning Schäfer, Hugo Manguinhas, Ioan Coman, Johanna Schöler, Johannes Kiesel, Johannes Rückert, Louise Bloch, Martin Potthast, Maximilian Heinrich, Meliha Yetisgen, Michael A. Riegler, Neal Snider, Pål Halvorsen, Raphael Brüngel, Steven Alexander Hicks, Vajira Thambawita, Vassili Kovalev, Yuri Prokopchuk, Wen-wai Yim
Advancing Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications with ImageCLEF 2024. ECIR (6) (2024)
Johannes Rückert, Louise Bloch, Raphael Brüngel, Ahmad Idrissi-Yaghir, Henning Schäfer, Cynthia S. Schmidt, Sven Koitka, Obioma Pelka, Asma Ben Abacha, Alba García Seco de Herrera, Henning Müller, Peter A. Horn, Felix Nensa, Christoph M. Friedrich
ROCOv2: Radiology Objects in COntext Version 2, an Updated Multimodal Image Dataset. CoRR (2024)
Sven Koitka, Giulia Baldini, Cynthia S. Schmidt, Olivia B. Pollok, Obioma Pelka, Judith Kohnke, Katarzyna Borys, Christoph M. Friedrich, Benedikt M. Schaarschmidt, Michael Forsting, Lale Umutlu, Johannes Haubold, Felix Nensa, René Hosch
SALT: Introducing a Framework for Hierarchical Segmentations in Medical Imaging using Softmax for Arbitrary Label Trees. CoRR (2024)
Hendrik Damm, Tabea Margareta Grace Pakull, Bahadir Eryilmaz, Helmut Becker, Ahmad Idrissi-Yaghir, Henning Schäfer, Sergej Schultenkämper, Christoph M. Friedrich
WisPerMed at "Discharge Me!": Advancing Text Generation in Healthcare with Large Language Models, Dynamic Expert Selection, and Priming Techniques on MIMIC-IV. CoRR (2024)
Johannes Rückert, Asma Ben Abacha, Alba Garcia Seco de Herrera, Louise Bloch, Raphael Brüngel, Ahmad Idrissi-Yaghir, Henning Schäfer, Benjamin Bracke, Hendrik Damm, Tabea Margareta Grace Pakull, Cynthia Sabrina Schmidt, Henning Müller, Christoph M. Friedrich
Overview of ImageCLEFmedical 2024 - Caption Prediction and Concept Detection. CLEF (Working Notes) (2024)
Louise Bloch, Christoph M. Friedrich
Systematic comparison of 3D Deep learning and classical machine learning explanations for Alzheimer's Disease detection. Comput. Biol. Medicine 170 (2024)
Moi Hoon Yap, Bill Cassidy, Michal Byra, Ting-Yu Liao, Huahui Yi, Adrian Galdran, Yung-Han Chen, Raphael Brüngel, Sven Koitka, Christoph M. Friedrich, Yu-Wen Lo, Ching-Hui Yang, Kang Li, Qicheng Lao, Miguel Ángel González Ballester, Gustavo Carneiro, Yi-Jen Ju, Juinn-Dar Huang, Joseph M. Pappachan, Neil D. Reeves, Vishnu Chandrabalan, Darren Dancey, Connah Kendrick
Diabetic foot ulcers segmentation challenge report: Benchmark and analysis. Medical Image Anal. 94 (2024)
Bogdan Ionescu, Henning Müller, Ana-Maria Dragulinescu, Wen-wai Yim, Asma Ben Abacha, Neal Snider, Griffin Adams, Meliha Yetisgen, Johannes Rückert, Alba García Seco de Herrera, Christoph M. Friedrich, Louise Bloch, Raphael Brüngel, Ahmad Idrissi-Yaghir, Henning Schäfer, Steven Alexander Hicks, Michael A. Riegler, Vajira Thambawita, Andrea M. Storås, Pål Halvorsen, Nikolaos Papachrysos, Johanna Schöler, Debesh Jha, Alexandra-Georgiana Andrei, Ioan Coman, Vassili Kovalev, Ahmedkhan Radzhabov, Yuri Prokopchuk, Liviu-Daniel Stefan, Mihai Gabriel Constantin, Mihai Dogariu, Jérôme Deshayes, Adrian Popescu
Overview of the ImageCLEF 2023: Multimedia Retrieval in Medical, Social Media and Internet Applications. CLEF (2023)
Louise Bloch, Johannes Rückert, Christoph M. Friedrich
PreprintResolver: Improving Citation Quality by Resolving Published Versions of ArXiv Preprints Using Literature Databases. TPDL (2023)
Lara Kuhlmann de Canaviri, Katharina Meiszl, Vana Hussein, Pegah Abbassi, Seyedeh Delaram Mirraziroudsari, Laurin Hake, Tobias Potthast, Fabian Ratert, Tessa Schulten, Marc Silberbach, Yannik Warnecke, Daniel Wiswede, Witold Schiprowski, Daniel Heß, Raphael Brüngel, Christoph M. Friedrich
Static and Dynamic Accuracy and Occlusion Robustness of SteamVR Tracking 2.0 in Multi-Base Station Setups. Sensors 23 (2) (2023)
Ahmad Idrissi-Yaghir, Henning Schäfer, Nadja Bauer, Christoph M. Friedrich
Domain Adaptation of Transformer-Based Models Using Unlabeled Data for Relevance and Polarity Classification of German Customer Feedback. SN Comput. Sci. 4 (2) (2023)
Johannes Rückert, Asma Ben Abacha, Alba Garcia Seco de Herrera, Louise Bloch, Raphael Brüngel, Ahmad Idrissi-Yaghir, Henning Schäfer, Henning Müller, Christoph M. Friedrich
Overview of ImageCLEFmedical 2023 - Caption Prediction and Concept Detection. CLEF (Working Notes) (2023)
Henning Schäfer, Ahmad Idrissi-Yaghir, Jeanette Bewersdorff, Sameh Frihat, Christoph M. Friedrich, Torsten Zesch
Medication event extraction in clinical notes: Contribution of the WisPerMed team to the n2c2 2022 challenge. J. Biomed. Informatics 143 (2023)
Raphael Brüngel, Benjamin Bracke, Johannes Rückert, Christoph M. Friedrich
Teaching Machine Learning with Industrial Projects in a Joint Computer Science Master Course: Experiences, Challenges, Perspectives. GECon (2023)
Katharina Meiszl, Tobias Potthast, Tessa Schulten, Marc Silberbach, Daniel Wiswede, Pegah Abbassi, Laurin Hake, Vana Hussein, Lara Kuhlmann de Canaviri, Seyedeh Delaram Mirraziroudsari, Fabian Ratert, Yannik Warnecke, Witold Schiprowski, Daniel Heß, Raphael Brüngel, Christoph M. Friedrich
App-Guided ICAROS Pro Training via SteamVR Tracking 2.0 and Zephyr BioHarness 3.0. IDAACS (2023)
Matthias Eisenmann, Annika Reinke, Vivienn Weru, Minu Dietlinde Tizabi, Fabian Isensee, Tim J. Adler, Sharib Ali, Vincent Andrearczyk, Marc Aubreville, Ujjwal Baid, Spyridon Bakas, Niranjan Balu, Sophia Bano, Jorge Bernal, Sebastian Bodenstedt, Alessandro Casella, Veronika Cheplygina, Marie Daum, Marleen de Bruijne, Adrien Depeursinge, Reuben Dorent, Jan Egger, David G. Ellis, Sandy Engelhardt, Melanie Ganz, Noha M. Ghatwary, Gabriel Girard, Patrick Godau, Anubha Gupta, Lasse Hansen, Kanako Harada, Mattias P. Heinrich, Nicholas Heller, Alessa Hering, Arnaud Huaulmé, Pierre Jannin, A. Emre Kavur, Oldrich Kodym, Michal Kozubek, Jianning Li, Hongwei Bran Li, Jun Ma, Carlos Martín-Isla, Bjoern H. Menze, J. Alison Noble, Valentin Oreiller, Nicolas Padoy, Sarthak Pati, Kelly Payette, Tim Rädsch, Jonathan Rafael-Patino, Vivek Singh Bawa, Stefanie Speidel, Carole H. Sudre, Kimberlin M. H. van Wijnen, M. Wagner, D. Wei, Amine Yamlahi, Moi Hoon Yap, C. Yuan, Maximilian Zenk, A. Zia, David Zimmerer, Dogu Baran Aydogan, B. Bhattarai, Louise Bloch, Raphael Brüngel, J. Cho, C. Choi, Q. Dou, Ivan Ezhov, Christoph M. Friedrich, C. Fuller, Rebati Raman Gaire, Adrian Galdran, Álvaro García-Faura, Maria Grammatikopoulou, S. Hong, Mostafa Jahanifar, I. Jang, Abdolrahim Kadkhodamohammadi, I. Kang, Florian Kofler, S. Kondo, Hugo Jaco Kuijf, M. Li, M. Luu, Tomaz Martincic, P. Morais, M. A. Naser, B. Oliveira, D. Owen, S. Pang, J. Park, S. Park, S. Plotka, Élodie Puybareau, Nasir M. Rajpoot, K. Ryu, N. Saeed, Adam Shephard, P. Shi, Dejan Stepec, Ronast Subedi, Guillaume Tochon, Helena R. Torres, Hélène Urien, João L. Vilaça, Kareem A. Wahid, H. Wang, J. Wang, L. Wang, X. Wang, Benedikt Wiestler, Marek Wodzinski, F. Xia, J. Xie, Z. Xiong, S. Yang, Y. Yang, Z. Zhao, Klaus H. Maier-Hein, Paul F. Jäger, Annette Kopp-Schneider, Lena Maier-Hein
Why is the Winner the Best? CVPR (2023)
Amin Dada, Aokun Chen, Cheng Peng, Kaleb E. Smith, Ahmad Idrissi-Yaghir, Constantin Seibold, Jianning Li, Lars Heiliger, Christoph M. Friedrich, Daniel Truhn, Jan Egger, Jiang Bian, Jens Kleesiek, Yonghui Wu
On the Impact of Cross-Domain Data on German Language Models. EMNLP (Findings) (2023)
Amin Dada, Aokun Chen, Cheng Peng, Kaleb E. Smith, Ahmad Idrissi-Yaghir, Constantin Marc Seibold, Jianning Li, Lars Heiliger, Xi Yang, Christoph M. Friedrich, Daniel Truhn, Jan Egger, Jiang Bian, Jens Kleesiek, Yonghui Wu
On the Impact of Cross-Domain Data on German Language Models. CoRR (2023)
Benjamin Bracke, Mohammadreza Bagherifar, Louise Bloch, Christoph M. Friedrich
Joint Feature Learning of Image Data with Embedded Metadata to Leverage Snake Species Classification. CLEF (Working Notes) (2023)
Louise Bloch, Johannes Rückert, Christoph M. Friedrich
PreprintResolver: Improving Citation Quality by Resolving Published Versions of ArXiv Preprints using Literature Databases. CoRR (2023)
Bogdan Ionescu, Henning Müller, Ana-Maria Claudia Dragulinescu, Adrian Popescu, Ahmad Idrissi-Yaghir, Alba García Seco de Herrera, Alexandra Andrei, Alexandru Stan, Andrea M. Storås, Asma Ben Abacha, Christoph M. Friedrich, George Ioannidis, Griffin Adams, Henning Schäfer, Hugo Manguinhas, Ihar Filipovich, Ioan Coman, Jérôme Deshayes, Johanna Schöler, Johannes Rückert, Liviu-Daniel Stefan, Louise Bloch, Meliha Yetisgen, Michael A. Riegler, Mihai Dogariu, Mihai Gabriel Constantin, Neal Snider, Nikolaos Papachrysos, Pål Halvorsen, Raphael Brüngel, Serge Kozlovski, Steven Hicks, Thomas de Lange, Vajira Thambawita, Vassili Kovalev, Wen-wai Yim
ImageCLEF 2023 Highlight: Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications. ECIR (3) (2023)
Louise Bloch, Christoph M. Friedrich
Machine Learning Workflow to Explain Black-box Models for Early Alzheimer's Disease Classification Evaluated for Multiple Datasets. CoRR (2022)
Johannes Rückert, Asma Ben Abacha, Alba Garcia Seco de Herrera, Louise Bloch, Raphael Brüngel, Ahmad Idrissi-Yaghir, Henning Schäfer, Henning Müller, Christoph M. Friedrich
Overview of ImageCLEFmedical 2022 - Caption Prediction and Concept Detection. CLEF (Working Notes) (2022)
Raphael Brüngel, Sven Koitka, Christoph M. Friedrich
Unconditionally Generated and Pseudo-Labeled Synthetic Images for Diabetic Foot Ulcer Segmentation Dataset Extension. DFUC@MICCAI (2022)
Ahmad Idrissi-Yaghir, Henning Schäfer, Nadja Bauer, Christoph M. Friedrich
Domain Adaptation of Transformer-Based Models using Unlabeled Data for Relevance and Polarity Classification of German Customer Feedback. CoRR (2022)
Louise Bloch, Jan-Frederick Böckmann, Benjamin Bracke, Christoph M. Friedrich
Combination of Object Detection, Geospatial Data, and Feature Concatenation for Snake Species Identification. CLEF (Working Notes) (2022)
Henning Schäfer, Hendrik Damm, Christoph M. Friedrich
Heart Rate Estimation based on Optical Flow: Enabling Smooth Angle Changes in Ultrasound Simulation. BIOSIGNALS (2022)
Matteo Delucchi, Georg R. Spinner, Marco Scutari, Philippe Bijlenga, Sandrine Morel, Christoph M. Friedrich, Reinhard Furrer, Sven Hirsch
Bayesian network analysis reveals the interplay of intracranial aneurysm rupture risk factors. Comput. Biol. Medicine 147 (2022)
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, Jon Chamberlain, Antonio Campello, Adrian F. Clark
Overview of the ImageCLEF 2022: Multimedia Retrieval in Medical, Social Media and Nature Applications. CLEF (2022)
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, Liviu-Daniel Stefan, Mihai Gabriel Constantin, Mihai Dogariu
ImageCLEF 2022: Multimedia Retrieval in Medical, Nature, Fusion, and Internet Applications. ECIR (2) (2022)
Louise Bloch, Christoph M. Friedrich
Machine Learning Workflow to Explain Black-Box Models for Early Alzheimer's Disease Classification Evaluated for Multiple Datasets. SN Comput. Sci. 3 (6) (2022)
Beauclair Dongmo Ngnintedem, Eric Mense, Johannes Rückert, Christoph M. Friedrich
Classification and Direction Detection of Ambient Sounds on Microsoft HoloLens to Support Hearing-impaired People. HEALTHINF (2022)
Bogdan Ionescu, Henning Müller, Renaud Péteri, Asma Ben Abacha, Mourad Sarrouti, Dina Demner-Fushman, Sadid A. Hasan, Serge Kozlovski, Vitali Liauchuk, Yashin Dicente Cid, Vassili Kovalev, Obioma Pelka, Alba García Seco de Herrera, Janadhip Jacutprakart, Christoph M. Friedrich, Raul Berari, Andrei Tauteanu, Dimitri Fichou, Paul Brie, Mihai Dogariu, Liviu-Daniel Stefan, Mihai Gabriel Constantin, Jon Chamberlain, Antonio Campello, Adrian Clark, Thomas Oliver, Hassan Moustahfid, Adrian Popescu, Jerome Deshayes-Chossart
Overview of the ImageCLEF 2021: Multimedia Retrieval in Medical, Nature, Internet and Social Media Applications. CLEF (2021)
Louise Bloch, Christoph M. Friedrich
EfficientNets and Vision Transformers for Snake Species Identification Using Image and Location Information. CLEF (Working Notes) (2021)
Obioma Pelka, Asma Ben Abacha, Alba Garcia Seco de Herrera, Janadhip Jacutprakart, Christoph M. Friedrich, Henning Müller
Overview of the ImageCLEFmed 2021 Concept & Caption Prediction Task. CLEF (Working Notes) (2021)
Henning Schäfer, Ahmad Idrissi-Yaghir, Christoph M. Friedrich, Wolfgang Galetzka, Christoph M. Friedrich, Marie Bexte
WisPerMed Text at TREC Clinical Trials Track 2021. TREC (2021)
Louise Bloch, Raphael Brüngel, Christoph M. Friedrich
Boosting EfficientNets Ensemble Performance via Pseudo-Labels and Synthetic Images by pix2pixHD for Infection and Ischaemia Classification in Diabetic Foot Ulcers. CoRR (2021)
Louise Bloch, Christoph M. Friedrich
Comparison of Automated Volume Extraction with FreeSurfer and FastSurfer for Early Alzheimer's Disease Detection with Machine Learning. CBMS (2021)
Raphael Brüngel, Christoph M. Friedrich
DETR and YOLOv5: Exploring Performance and Self-Training for Diabetic Foot Ulcer Detection. CBMS (2021)
Louise Bloch, Christoph M. Friedrich
Developing a Machine Learning Workflow to Explain Black-box Models for Alzheimer's Disease Classification. HEALTHINF (2021)
Bogdan Ionescu, Henning Müller, Renaud Péteri, Asma Ben Abacha, Dina Demner-Fushman, Sadid A. Hasan, Mourad Sarrouti, Obioma Pelka, Christoph M. Friedrich, Alba Garcia Seco de Herrera, Janadhip Jacutprakart, Vassili Kovalev, Serge Kozlovski, Vitali Liauchuk, Yashin Dicente Cid, Jon Chamberlain, Adrian Clark, Antonio Campello, Hassan Moustahfid, Thomas Oliver, Abigail Schulz, Paul Brie, Raul Berari, Dimitri Fichou, Andrei Tauteanu, Mihai Dogariu, Liviu-Daniel Stefan, Mihai Gabriel Constantin, Jérôme Deshayes, Adrian Popescu
The 2021 ImageCLEF Benchmark: Multimedia Retrieval in Medical, Nature, Internet and Social Media Applications. ECIR (2) (2021)
Louise Bloch, Raphael Brüngel, Christoph M. Friedrich
Boosting EfficientNets Ensemble Performance via Pseudo-Labels and Synthetic Images by pix2pixHD for Infection and Ischaemia Classification in Diabetic Foot Ulcers. DFUC@MICCAI (2021)
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, Eibe Frank
Deep learning in diabetic foot ulcers detection: A comprehensive evaluation. Comput. Biol. Medicine 135 (2021)
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, Eibe Frank
Deep Learning in Diabetic Foot Ulcers Detection: A Comprehensive Evaluation. CoRR (2020)
Bogdan Ionescu, Henning Müller, Renaud Péteri, Asma Ben Abacha, Vivek V. Datla, Sadid A. Hasan, Dina Demner-Fushman, Serge Kozlovski, Vitali Liauchuk, Yashin Dicente Cid, Vassili Kovalev, Obioma Pelka, Christoph M. Friedrich, Alba García Seco de Herrera, Van-Tu Ninh, Tu-Khiem Le, Liting Zhou, Luca Piras, Michael Riegler, Pål Halvorsen, Minh-Triet Tran, Mathias Lux, Cathal Gurrin, Duc-Tien Dang-Nguyen, Jon Chamberlain, Adrian Clark, Antonio Campello, Dimitri Fichou, Raul Berari, Paul Brie, Mihai Dogariu, Liviu-Daniel Stefan, Mihai Gabriel Constantin
Overview of the ImageCLEF 2020: Multimedia Retrieval in Medical, Lifelogging, Nature, and Internet Applications. CLEF (2020)
Henning Schäfer, Christoph M. Friedrich
Multilingual ICD-10 Code Assignment with Transformer Architectures using MIMIC-III Discharge Summaries. CLEF (Working Notes) (2020)
Bogdan Ionescu, Henning Müller, Renaud Péteri, Duc-Tien Dang-Nguyen, Liting Zhou, Luca Piras, Michael Riegler, Pål Halvorsen, Minh-Triet Tran, Mathias Lux, Cathal Gurrin, Jon Chamberlain, Adrian Clark, Antonio Campello, Alba Garcia Seco de Herrera, Asma Ben Abacha, Vivek V. Datla, Sadid A. Hasan, Joey Liu, Dina Demner-Fushman, Obioma Pelka, Christoph M. Friedrich, Yashin Dicente Cid, Serge Kozlovski, Vitali Liauchuk, Vassili Kovalev, Raul Berari, Paul Brie, Dimitri Fichou, Mihai Dogariu, Liviu-Daniel Stefan, Mihai Gabriel Constantin
ImageCLEF 2020: Multimedia Retrieval in Lifelogging, Medical, Nature, and Internet Applications. ECIR (2) (2020)
Louise Bloch, Adrian Boketta, Christopher Keibel, Eric Mense, Alex Michailutschenko, Obioma Pelka, Johannes Rückert, Leon Willemeit, Christoph M. Friedrich
Combination of Image and Location Information for Snake Species Identification using Object Detection and EfficientNets. CLEF (Working Notes) (2020)
Obioma Pelka, Christoph M. Friedrich, Alba García Seco de Herrera, Henning Müller
Overview of the ImageCLEFmed 2020 Concept Prediction Task: Medical Image Understanding. CLEF (Working Notes) (2020)
Raphael Brüngel, Johannes Rückert, Christoph M. Friedrich
Project-Based Learning in a Machine Learning Course with Differentiated Industrial Projects for Various Computer Science Master Programs. CSEE&T (2020)
Marcel Trotzek, Sven Koitka, Christoph M. Friedrich
Utilizing Neural Networks and Linguistic Metadata for Early Detection of Depression Indications in Text Sequences. IEEE Trans. Knowl. Data Eng. 32 (3) (2020)
Marina Arendt, Johannes Rückert, Raphael Brüngel, Christopher Brumann, Christoph M. Friedrich
The Effects of Colour Enhancement and IoU Optimisation on Object Detection and Segmentation of Coral Reef Structures. CLEF (Working Notes) (2020)
Sven Koitka, Moon S. Kim, Ming Qu, Asja Fischer, Christoph M. Friedrich, Felix Nensa
Mimicking the radiologists' workflow: Estimating pediatric hand bone age with stacked deep neural networks. Medical Image Anal. 64 (2020)
Louise Bloch, Christoph M. Friedrich
Using Bayesian Optimization to Effectively Tune Random Forest and XGBoost Hyperparameters for Early Alzheimer's Disease Diagnosis. MobiHealth (2020)
Henning Schäfer, Christoph M. Friedrich
UMLS mapping and Word embeddings for ICD code assignment using the MIMIC-III intensive care database. EMBC (2019)
Obioma Pelka, Felix Nensa, Christoph M. Friedrich
Variations on Branding with Text Occurrence for Optimized Body Parts Classification. EMBC (2019)
Louise Bloch, Christoph M. Friedrich
Classification of Alzheimer's Disease using volumetric features of multiple MRI scans. EMBC (2019)
Obioma Pelka, Felix Nensa, Christoph M. Friedrich
Branding - Fusion of Meta Data and Musculoskeletal Radiographs for Multi-Modal Diagnostic Recognition. ICCV Workshops (2019)
Obioma Pelka, Christoph M. Friedrich, Alba García Seco de Herrera, Henning Müller
Overview of the ImageCLEFmed 2019 Concept Detection Task. CLEF (Working Notes) (2019)
Bogdan Ionescu, Henning Müller, Renaud Péteri, Yashin Dicente Cid, Vitali Liauchuk, Vassili Kovalev, Dzmitri Klimuk, Aleh Tarasau, Asma Ben Abacha, Sadid A. Hasan, Vivek V. Datla, Joey Liu, Dina Demner-Fushman, Duc-Tien Dang-Nguyen, Luca Piras, Michael Riegler, Minh-Triet Tran, Mathias Lux, Cathal Gurrin, Obioma Pelka, Christoph M. Friedrich, Alba Garcia Seco de Herrera, Narciso García, Ergina Kavallieratou, Carlos Roberto del-Blanco, Carlos Cuevas, Nikos Vasilopoulos, Konstantinos Karampidis, Jon Chamberlain, Adrian Clark, Antonio Campello
ImageCLEF 2019: Multimedia Retrieval in Medicine, Lifelogging, Security and Nature. CLEF (2019)
Bogdan Ionescu, Henning Müller, Renaud Péteri, Duc-Tien Dang-Nguyen, Luca Piras, Michael Riegler, Minh-Triet Tran, Mathias Lux, Cathal Gurrin, Yashin Dicente Cid, Vitali Liauchuk, Vassili Kovalev, Asma Ben Abacha, Sadid A. Hasan, Vivek V. Datla, Joey Liu, Dina Demner-Fushman, Obioma Pelka, Christoph M. Friedrich, Jon Chamberlain, Adrian Clark, Alba Garcia Seco de Herrera, Narciso García, Ergina Kavallieratou, Carlos Roberto del-Blanco, Carlos Cuevas, Nikos Vasilopoulos, Konstantinos Karampidis
ImageCLEF 2019: Multimedia Retrieval in Lifelogging, Medical, Nature, and Security Applications. ECIR (2) (2019)
Tim Ameler, Kai Blohme, Lilith Brandt, Raphael Brüngel, Alice Hensel, Lisa Huber, Francis Kuper, Jessica Swoboda, Maren Warnecke, Michaela Warzecha, Daniel Heß, Johannes Frömke, Annette Schmitz-Stolbrink, Christoph M. Friedrich
A Comparative Evaluation of SteamVR Tracking and the OptiTrack System for Medical Device Tracking. EMBC (2019)
Marcel Trotzek, Sven Koitka, Christoph M. Friedrich
Word Embeddings and Linguistic Metadata at the CLEF 2018 Tasks for Early Detection of Depression and Anorexia. CLEF (Working Notes) (2018)
Christopher Ehmke, Florian Wessling, Christoph M. Friedrich
Proof-of-Property - A Lightweight and Scalable Blockchain Protocol. WETSEB@ICSE (2018)
Obioma Pelka, Felix Nensa, Christoph M. Friedrich
Optimizing Body Region Classification with Deep Convolutional Activation Features. ECCV Workshops (4) (2018)
Martin Eckert, Matthias Blex, Christoph M. Friedrich
Object Detection Featuring 3D Audio Localization for Microsoft HoloLens - A Deep Learning based Sensor Substitution Approach for the Blind. HEALTHINF (2018)
Marcel Trotzek, Sven Koitka, Christoph M. Friedrich
Utilizing Neural Networks and Linguistic Metadata for Early Detection of Depression Indications in Text Sequences. CoRR (2018)
Obioma Pelka, Felix Nensa, Christoph M. Friedrich
Adopting Semantic Information of Grayscale Radiographs for Image Classification and Retrieval. BIOIMAGING (2018)
Obioma Pelka, Sven Koitka, Johannes Rückert, Felix Nensa, Christoph M. Friedrich
Radiology Objects in COntext (ROCO): A Multimodal Image Dataset. CVII-STENT/LABELS@MICCAI (2018)
Marcel Trotzek, Sven Koitka, Christoph M. Friedrich
Early Detection of Depression Based on Linguistic Metadata Augmented Classifiers Revisited - Best of the eRisk Lab Submission. CLEF (2017)
Obioma Pelka, Christoph M. Friedrich
Keyword Generation for Biomedical Image Retrieval with Recurrent Neural Networks. CLEF (Working Notes) (2017)
Sven Koitka, Christoph M. Friedrich
Optimized Convolutional Neural Network Ensembles for Medical Subfigure Classification. CLEF (2017)
Andreas Fritzler, Sven Koitka, Christoph M. Friedrich
Recognizing Bird Species in Audio Files Using Transfer Learning. CLEF (Working Notes) (2017)
Marcel Trotzek, Sven Koitka, Christoph M. Friedrich
Linguistic Metadata Augmented Classifiers at the CLEF 2017 Task for Early Detection of Depression. CLEF (Working Notes) (2017)
Andreas R. Ludwig, Helga Piorek, Andreas H. Kelch, David Rex, Sven Koitka, Christoph M. Friedrich
Improving Model Performance for Plant Image Classification With Filtered Noisy Images. CLEF (Working Notes) (2017)
Sven Koitka, Christoph M. Friedrich
Traditional Feature Engineering and Deep Learning Approaches at Medical Classification Task of ImageCLEF 2016. CLEF (Working Notes) (2016)
Sven Koitka, Christoph M. Friedrich
nmfgpu4R: GPU-Accelerated Computation of the Non-Negative Matrix Factorization (NMF) Using CUDA Capable Hardware. R J. 8 (2) (2016)
Obioma Pelka, Christoph M. Friedrich
FHDO Biomedical Computer Science Group at Medical Classification Task of ImageCLEF 2015. CLEF (Working Notes) (2015)
Marco Hülsmann, Detlef Borscheid, Christoph M. Friedrich, Dirk Reith
General Sales Forecast Models for Automobile Markets and their Analysis. Trans. Mach. Learn. Data Min. 5 (2) (2012)
Gürkan Üstünkar, Süreyya Özögür-Akyüz, Gerhard-Wilhelm Weber, Christoph M. Friedrich, Yesim Aydin Son
Selection of representative SNP sets for genome-wide association studies: a metaheuristic approach. Optim. Lett. 6 (6) (2012)
Erfan Younesi, Luca Toldo, Bernd Müller, Christoph M. Friedrich, Natalia Novac, Alexander Scheer, Martin Hofmann-Apitius, Juliane Fluck
Mining biomarker information in biomedical literature. BMC Medical Informatics Decis. Mak. 12 (2012)
Marco Hülsmann, Detlef Borscheid, Christoph M. Friedrich, Dirk Reith
General Sales Forecast Models for Automobile Markets Based on Time Series Analysis and Data Mining Techniques. ICDM (2011)
Philippe E. Thomas, Roman Klinger, Laura Inés Furlong, Martin Hofmann-Apitius, Christoph M. Friedrich
Challenges in the association of human single nucleotide polymorphism mentions with unique database identifiers. BMC Bioinform. 12 (S-4) (2011)
Christoph M. Friedrich, Christian Ebeling, David Manset
Cross-Project Uptake of Biomedical Text Mining Results for Candidate Gene Searches. ERCIM News 2010 (82) (2010)
Harsha Gurulingappa, Bernd Müller, Roman Klinger, Heinz-Theodor Mevissen, Martin Hofmann-Apitius, Christoph M. Friedrich, Juliane Fluck
Prior Art Search in Chemistry Patents Based On Semantic Concepts and Co-Citation Analysis. TREC (2010)
Bernd Müller, Roman Klinger, Harsha Gurulingappa, Heinz-Theodor Mevissen, Martin Hofmann-Apitius, Juliane Fluck, Christoph M. Friedrich
Abstracts versus Full Texts and Patents: A Quantitative Analysis of Biomedical Entities. IRFC (2010)
Siegfried Benkner, Antonio Arbona, Guntram Berti, Alessandro Chiarini, Robert Dunlop, Gerhard Engelbrecht, Alejandro F. Frangi, Christoph M. Friedrich, S. Hanser, Peer Hasselmeyer, Rod D. Hose, Jimison Iavindrasana, Martin Koehler, Luigi Lo Iacono, Guy Lonsdale, Rodolphe Meyer, Bob Moore, Hariharan Rajasekaran, Paul E. Summers, Alexander Wöhrer, Steven Wood
@neurIST: Infrastructure for Advanced Disease Management Through Integration of Heterogeneous Data, Computing, and Complex Processing Services. IEEE Trans. Inf. Technol. Biomed. 14 (6) (2010)
Roman Klinger, Christoph M. Friedrich
User's Choice of Precision and Recall in Named Entity Recognition. RANLP (2009)
Roman Klinger, Christoph M. Friedrich
Feature Subset Selection in Conditional Random Fields for Named Entity Recognition. RANLP (2009)
Harsha Gurulingappa, Bernd Müller, Roman Klinger, Heinz-Theodor Mevissen, Martin Hofmann-Apitius, Juliane Fluck, Christoph M. Friedrich
Patent Retrieval in Chemistry Based on Semantically Tagged Named Entities. TREC (2009)
Bernhard Brühl, Marco Hülsmann, Detlef Borscheid, Christoph M. Friedrich, Dirk Reith
A Sales Forecast Model for the German Automobile Market Based on Time Series Analysis and Data Mining Methods. ICDM (2009)
Marco Hülsmann, Christoph M. Friedrich, Dirk Reith
A New Approach to Explicable Sales Forecast Models for the German Automobile Market. ERCIM News 2009 (78) (2009)
Jimison Iavindrasana, Luigi Lo Iacono, Henning Müller, Ivan Periz, Paul E. Summers, Jessica Wright, Christoph M. Friedrich, Holger Dach, Tobias Gattermayer, Gerhard Engelbrecht, Siegfried Benkner, Martin Hofmann-Apitius, Robert Dunlop, Antonio Arbona, Hariharan Rajasekaran, Jochen Fingberg, Alessandro Chiarini, Bob Moore, Philippe Bijlenga, Rod D. Hose, Alejandro F. Frangi
The @neurIST project. HealthGrid (2008)
Christoph M. Friedrich, Martin Hofmann-Apitius, Robert Dunlop, Ioannis Chronakis, Miriam C. J. M. Sturkenboom, Roelof Risselada, Baldo Oliva, Ferran Sanz
Initial Results on Knowledge Discovery and Decision Support for Intracranial Aneurysms. HEALTHINF (1) (2008)
Roman Klinger, Corinna Kolárik, Juliane Fluck, Martin Hofmann-Apitius, Christoph M. Friedrich
Detection of IUPAC and IUPAC-like chemical names. ISMB (2008)
Robert Dunlop, Antonio Arbona, Hariharan Rajasekaran, Luigi Lo Iacono, Jochen Fingberg, Paul E. Summers, Siegfried Benkner, Gerhard Engelbrecht, Alessandro Chiarini, Christoph M. Friedrich, Bob Moore, Philippe Bijlenga, Jimison Iavindrasana, Rod D. Hose, Alejandro F. Frangi
@neurIST - Chronic Disease Management through Integration of Heterogeneous Data and Computer-interpretable Guideline Services. HealthGrid (2008)

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Christoph M. Friedrich