Christoph M. Friedrich

128 papers A* 3A 1B 4Misc 2Journal 43Unranked 74

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	ImageCLEF 2026: Multimodal Challenges in Medicine, Science, Agritech, and Security. ECIR (4) Bogdan Ionescu, Henning Müller, Dan-Cristian Stanciu, Ahmedkhan Radzhabov, Alba García Seco de Herrera, Alexandra-Georgiana Andrei, Alexandra Baicoianu, Ana Neacsu, Andrea M. Storås, Asma Ben Abacha, Benjamin Bracke, Lea Reinartz, Benjamin Lecouteux, Christoph M. Friedrich, Cynthia Sabrina Schmidt, Corneliu Florea, Diandra Fabre, Didier Schwab, Dimitar Dimitrov, Emmanuelle Esperança-Rodier, Mihai Gabriel Constantin, Hendrik Damm, Henning Schäfer, Ivan Koychev, Josiane Mothe, Liviu-Daniel Stefan, Maja J. Hjuler, Mehmet Kurt, Meliha Yetisgen, Michael A. Riegler, Mihai Dogariu, Mihai Ivanovici, Ming Shan Hee, Mohammad El Sakka, Momina Ahsan, Obioma Pelka, Pål Halvorsen, Preslav Nakov, Raphael Brüngel, Sarfraz Ahmad, Steven Alexander Hicks, Sushant Gautam, Tabea Margareta Grace Pakull, Bahadir Eryilmaz, Vajira Thambawita, Vassili Kovalev, Wen-Wai Yim, Yuri Prokopchuk, Zhuohan Xie
2026	J	`jnl`	MRI-based Radiomics and volumetrics for predicting the onset of Alzheimer's Disease with explainable machine learning. NeuroImage Louise Bloch, Katarzyna Borys, Felix Nensa, Christoph M. Friedrich
2026	J	`jnl`	eTracer: Towards Traceable Text Generation via Claim-Level Grounding. CoRR Bohao Chu, Qianli Wang, Hendrik Damm, Hui Wang, Ula Muhabbek, Elisabeth Livingstone, Christoph M. Friedrich, Norbert Fuhr
2025	J	`jnl`	A Multimodal Pipeline for Clinical Data Extraction: Applying Vision-Language Models to Scans of Transfusion Reaction Reports. CoRR Henning Schäfer, Cynthia S. Schmidt, Johannes Wutzkowsky, Kamil Lorek, Lea Reinartz, Johannes Rückert, Christian Temme, Britta Böckmann, Peter A. Horn, Christoph M. Friedrich
2025	J	`jnl`	An enhanced harmonic densely connected hybrid transformer network architecture for chronic wound segmentation utilising multi-colour space tensor merging. Comput. Biol. Medicine Bill Cassidy, Christian McBride, Connah Kendrick, Neil D. Reeves, Joseph M. Pappachan, Cornelius J. Fernandez, Elias Chacko, Raphael Brüngel, Christoph M. Friedrich, Metib Alotaibi, Abdullah Abdulaziz AlWabel, Mohammad Alderwish, Kuan-Ying Lai, Moi Hoon Yap
2025	J	`jnl`	Comparative Analysis of CNN and Transformer Architectures with Heart Cycle Normalization for Automated Phonocardiogram Classification. CoRR Martin Sondermann, Pinar Bisgin, Niklas Tschorn, Anja Burmann, Christoph M. Friedrich
2025	—	`conf`	Evaluating Compliance with Visualization Guidelines in Diagrams for Scientific Publications Using Large Vision Language Models. ICDAR (5) Johannes Rückert, Louise Bloch, Christoph M. Friedrich
2025	J	`jnl`	Evaluating Compliance with Visualization Guidelines in Diagrams for Scientific Publications Using Large Vision Language Models. CoRR Johannes Rückert, Louise Bloch, Christoph M. Friedrich
2025	J	`jnl`	From BERT to generative AI - Comparing encoder-only vs. large language models in a cohort of lung cancer patients for named entity recognition in unstructured medical reports. Comput. Biol. Medicine Kamyar Arzideh, Henning Schäfer, Héctor Allende-Cid, Giulia Baldini, Thomas Hilser, Ahmad Idrissi-Yaghir, Katharina Laue, Nilesh Chakraborty, Niclas Doll, Dario Antweiler, Katrin Klug, Niklas Beck, Sven Giesselbach, Christoph M. Friedrich, Felix Nensa, Martin Schuler, René Hosch
2025	—	`conf`	ImageCLEF 2025: Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications. ECIR (5) Bogdan Ionescu, Henning Müller, Dan-Cristian Stanciu, Ahmad Idrissi-Yaghir, Ahmedkhan Radzhabov, Alba García Seco de Herrera, Alexandra Andrei, Andrea M. Storås, Asma Ben Abacha, Benjamin Bracke, Benjamin Lecouteux, Benno Stein, Cécile Macaire, Christoph M. Friedrich, Cynthia Sabrina Schmidt, Diandra Fabre, Didier Schwab, Dimitar Dimitrov, Emmanuelle Esperança-Rodier, Mihai Gabriel Constantin, Helmut Becker, Hendrik Damm, Henning Schäfer, Ivan Rodkin, Ivan Koychev, Johannes Kiesel, Johannes Rückert, Josep Malvehy, Liviu-Daniel Stefan, Louise Bloch, Martin Potthast, Maximilian Heinrich, Michael A. Riegler, Mihai Dogariu, Noel Codella, Pål Halvorsen, Preslav Nakov, Raphael Brüngel, Roberto A. Novoa, Rocktim Jyoti Das, Steven Alexander Hicks, Sushant Gautam, Tabea Margareta Grace Pakull, Vajira Thambawita, Vassili Kovalev, Wen-Wai Yim, Zhuohan Xie
2025	J	`jnl`	Leveraging Sarcopenia index by automated CT body composition analysis for pan cancer prognostic stratification. npj Digit. Medicine Katarzyna Borys, Johannes Haubold, Julius Keyl, Maria A. Bali, Riccardo De Angelis, Kévin Brou Boni, Nicolas Coquelet, Judith Kohnke, Giulia Baldini, Lennard Kroll, Sara Schramm, Andreas Stang, Eugen Malamutmann, Jens Kleesiek, Moon S. Kim, Stefan Kasper, Jens T. Siveke, Marcel Wiesweg, Anja Merkel-Jens, Benedikt M. Schaarschmidt, Viktor Grünwald, Sebastian Bauer, Arzu Oezcelik, Servet Bölükbas, Ken Herrmann, Rainer Kimmig, Stephan Lang, Jürgen Treckmann, Martin Stuschke, Boris Hadaschik, Lale Umutlu, Michael Forsting, Dirk Schadendorf, Christoph M. Friedrich, Martin Schuler, René Hosch, Felix Nensa
2025	—	`conf`	Overview of ImageCLEF 2025: Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications. CLEF Bogdan Ionescu, Henning Müller, Dan-Cristian Stanciu, Alexandra-Georgiana Andrei, Ahmedkhan Radzhabov, Yuri Prokopchuk, Liviu-Daniel Stefan, Mihai Gabriel Constantin, Mihai Dogariu, Vassili Kovalev, Hendrik Damm, Johannes Rückert, Asma Ben Abacha, Alba Garcia Seco de Herrera, Christoph M. Friedrich, Louise Bloch, Raphael Brüngel, Ahmad Idrissi-Yaghir, Henning Schäfer, Cynthia Sabrina Schmidt, Tabea Margareta Grace Pakull, Benjamin Bracke, Obioma Pelka, Bahadir Eryilmaz, Helmut Becker, Wen-Wai Yim, Noel Codella, Roberto A. Novoa, Josep Malvehy, Dimitar Dimitrov, Rocktim Jyoti Das, Zhuohan Xie, Ming Shan Hee, Preslav Nakov, Ivan Koychev, Steven Alexander Hicks, Sushant Gautam, Michael A. Riegler, Vajira Thambawita, Pål Halvorsen, Diandra Fabre, Cécile Macaire, Benjamin Lecouteux, Didier Schwab, Martin Potthast, Maximilian Heinrich, Johannes Kiesel, Moritz Wolter, Sharat Anand, Benno Stein
2025	—	`conf`	Overview of ImageCLEFmedical 2025 - Medical Concept Detection and Interpretable Caption Generation. CLEF (Working Notes) Hendrik Damm, Tabea Margareta Grace Pakull, Helmut Becker, Benjamin Bracke, Bahadir Eryilmaz, Louise Bloch, Raphael Brüngel, Cynthia S. Schmidt, Johannes Rückert, Obioma Pelka, Henning Schäfer, Ahmad Idrissi-Yaghir, Asma Ben Abacha, Alba Garcia Seco de Herrera, Henning Müller, Christoph M. Friedrich
2024	—	`conf`	Advancing Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications with ImageCLEF 2024. ECIR (6) 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
2024	J	`jnl`	An Enhanced Harmonic Densely Connected Hybrid Transformer Network Architecture for Chronic Wound Segmentation Utilising Multi-Colour Space Tensor Merging. CoRR Bill Cassidy, Christian McBride, Connah Kendrick, Neil D. Reeves, Joseph M. Pappachan, Cornelius J. Fernandez, Elias Chacko, Raphael Brüngel, Christoph M. Friedrich, Metib Alotaibi, Abdullah Abdulaziz AlWabel, Mohammad Alderwish, Kuan-Ying Lai, Moi Hoon Yap
2024	—	`conf`	Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding. LREC/COLING 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
2024	J	`jnl`	Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding. CoRR 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
2024	—	`conf`	Diabetic Foot Ulcer Grand Challenge 2024: Overview and Baseline Methods. DFUC@MICCAI Raphael Brüngel, Connah Kendrick, Bill Cassidy, Benjamin Bracke, Christoph M. Friedrich, Neil D. Reeves, Joseph M. Pappachan, Moi Hoon Yap
2024	J	`jnl`	Diabetic foot ulcers segmentation challenge report: Benchmark and analysis. Medical Image Anal. 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
2024	J	`jnl`	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 Leroy Anozie, Bodo Fink, Christoph M. Friedrich, Christoph Engels
2024	—	`conf`	Overview of ImageCLEFmedical 2024 - Caption Prediction and Concept Detection. CLEF (Working Notes) 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
2024	—	`conf`	Overview of the ImageCLEF 2024: Multimedia Retrieval in Medical Applications. CLEF (2) Bogdan Ionescu, Henning Müller, Ana-Maria Dragulinescu, Johannes Rückert, Asma Ben Abacha, Alba García Seco de Herrera, Louise Bloch, Raphael Brüngel, Ahmad Idrissi-Yaghir, Henning Schäfer, Cynthia Sabrina Schmidt, Tabea Margareta Grace Pakull, Hendrik Damm, Benjamin Bracke, Christoph M. Friedrich, Alexandra-Georgiana Andrei, Yuri Prokopchuk, Dzmitry Karpenka, Ahmedkhan Radzhabov, Vassili Kovalev, Cécile Macaire, Didier Schwab, Benjamin Lecouteux, Emmanuelle Esperança-Rodier, Wen-Wai Yim, Yujuan Fu, Zhaoyi Sun, Meliha Yetisgen, Fei Xia, Steven Alexander Hicks, Michael A. Riegler, Vajira Thambawita, Andrea M. Storås, Pål Halvorsen, Maximilian Heinrich, Johannes Kiesel, Martin Potthast, Benno Stein
2024	J	`jnl`	ROCOv2: Radiology Objects in COntext Version 2, an Updated Multimodal Image Dataset. CoRR 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
2024	J	`jnl`	SALT: Introducing a Framework for Hierarchical Segmentations in Medical Imaging using Softmax for Arbitrary Label Trees. CoRR 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
2024	J	`jnl`	Systematic comparison of 3D Deep learning and classical machine learning explanations for Alzheimer's Disease detection. Comput. Biol. Medicine Louise Bloch, Christoph M. Friedrich
2024	—	`conf`	WisPerMed at "Discharge Me!": Advancing Text Generation in Healthcare with Large Language Models, Dynamic Expert Selection, and Priming Techniques on MIMIC-IV. BioNLP@ACL Hendrik Damm, Tabea Margareta Grace Pakull, Bahadir Eryilmaz, Helmut Becker, Ahmad Idrissi-Yaghir, Henning Schäfer, Sergej Schultenkämper, Christoph M. Friedrich
2024	J	`jnl`	WisPerMed at "Discharge Me!": Advancing Text Generation in Healthcare with Large Language Models, Dynamic Expert Selection, and Priming Techniques on MIMIC-IV. CoRR Hendrik Damm, Tabea Margareta Grace Pakull, Bahadir Eryilmaz, Helmut Becker, Ahmad Idrissi-Yaghir, Henning Schäfer, Sergej Schultenkämper, Christoph M. Friedrich
2024	—	`conf`	WisPerMed at BioLaySumm: Adapting Autoregressive Large Language Models for Lay Summarization of Scientific Articles. BioNLP@ACL Tabea Margareta Grace Pakull, Hendrik Damm, Ahmad Idrissi-Yaghir, Henning Schäfer, Peter A. Horn, Christoph M. Friedrich
2024	J	`jnl`	WisPerMed at BioLaySumm: Adapting Autoregressive Large Language Models for Lay Summarization of Scientific Articles. CoRR Tabea Margareta Grace Pakull, Hendrik Damm, Ahmad Idrissi-Yaghir, Henning Schäfer, Peter A. Horn, Christoph M. Friedrich
2023	—	`conf`	App-Guided ICAROS Pro Training via SteamVR Tracking 2.0 and Zephyr BioHarness 3.0. IDAACS 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
2023	J	`jnl`	Domain Adaptation of Transformer-Based Models Using Unlabeled Data for Relevance and Polarity Classification of German Customer Feedback. SN Comput. Sci. Ahmad Idrissi-Yaghir, Henning Schäfer, Nadja Bauer, Christoph M. Friedrich
2023	—	`conf`	ImageCLEF 2023 Highlight: Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications. ECIR (3) 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
2023	—	`conf`	Joint Feature Learning of Image Data with Embedded Metadata to Leverage Snake Species Classification. CLEF (Working Notes) Benjamin Bracke, Mohammadreza Bagherifar, Louise Bloch, Christoph M. Friedrich
2023	J	`jnl`	Medication event extraction in clinical notes: Contribution of the WisPerMed team to the n2c2 2022 challenge. J. Biomed. Informatics Henning Schäfer, Ahmad Idrissi-Yaghir, Jeanette Bewersdorff, Sameh Frihat, Christoph M. Friedrich, Torsten Zesch
2023	—	`conf`	On the Impact of Cross-Domain Data on German Language Models. EMNLP (Findings) 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
2023	J	`jnl`	On the Impact of Cross-Domain Data on German Language Models. CoRR 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
2023	—	`conf`	Overview of ImageCLEFmedical 2023 - Caption Prediction and Concept Detection. CLEF (Working Notes) Johannes Rückert, Asma Ben Abacha, Alba Garcia Seco de Herrera, Louise Bloch, Raphael Brüngel, Ahmad Idrissi-Yaghir, Henning Schäfer, Henning Müller, Christoph M. Friedrich
2023	—	`conf`	Overview of the ImageCLEF 2023: Multimedia Retrieval in Medical, Social Media and Internet Applications. CLEF 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
2023	B	`conf`	PreprintResolver: Improving Citation Quality by Resolving Published Versions of ArXiv Preprints Using Literature Databases. TPDL Louise Bloch, Johannes Rückert, Christoph M. Friedrich
2023	J	`jnl`	PreprintResolver: Improving Citation Quality by Resolving Published Versions of ArXiv Preprints using Literature Databases. CoRR Louise Bloch, Johannes Rückert, Christoph M. Friedrich
2023	J	`jnl`	Static and Dynamic Accuracy and Occlusion Robustness of SteamVR Tracking 2.0 in Multi-Base Station Setups. Sensors 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
2023	—	`conf`	Teaching Machine Learning with Industrial Projects in a Joint Computer Science Master Course: Experiences, Challenges, Perspectives. GECon Raphael Brüngel, Benjamin Bracke, Johannes Rückert, Christoph M. Friedrich
2023	A*	`conf`	Why is the Winner the Best? CVPR 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, Martin Wagner, D. Wei, Amine Yamlahi, Moi Hoon Yap, C. Yuan, Maximilian Zenk, A. Zia, David Zimmerer, Dogu Baran Aydogan, Binod 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, Pedro Morais, Mohamed A. Naser, Bruno Oliveira, David Owen, S. Pang, J. Park, S. Park, Szymon Plotka, Élodie Puybareau, Nasir M. Rajpoot, K. Ryu, Numan Saeed, Adam Shephard, Pengcheng 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, Sen Yang, Y. Yang, Zixuan Zhao, Klaus H. Maier-Hein, Paul F. Jäger, Annette Kopp-Schneider, Lena Maier-Hein
2022	J	`jnl`	Bayesian network analysis reveals the interplay of intracranial aneurysm rupture risk factors. Comput. Biol. Medicine Matteo Delucchi, Georg Ralph Spinner, Marco Scutari, Philippe Bijlenga, Sandrine Morel, Christoph M. Friedrich, Reinhard Furrer, Sven Hirsch
2022	—	`conf`	Classification and Direction Detection of Ambient Sounds on Microsoft HoloLens to Support Hearing-impaired People. HEALTHINF Beauclair Dongmo Ngnintedem, Eric Mense, Johannes Rückert, Christoph M. Friedrich
2022	—	`conf`	Combination of Object Detection, Geospatial Data, and Feature Concatenation for Snake Species Identification. CLEF (Working Notes) Louise Bloch, Jan-Frederick Böckmann, Benjamin Bracke, Christoph M. Friedrich
2022	J	`jnl`	Domain Adaptation of Transformer-Based Models using Unlabeled Data for Relevance and Polarity Classification of German Customer Feedback. CoRR Ahmad Idrissi-Yaghir, Henning Schäfer, Nadja Bauer, Christoph M. Friedrich
2022	—	`conf`	Heart Rate Estimation based on Optical Flow: Enabling Smooth Angle Changes in Ultrasound Simulation. BIOSIGNALS Henning Schäfer, Hendrik Damm, Christoph M. Friedrich
2022	—	`conf`	ImageCLEF 2022: Multimedia Retrieval in Medical, Nature, Fusion, and Internet Applications. ECIR (2) 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
2022	J	`jnl`	Machine Learning Workflow to Explain Black-Box Models for Early Alzheimer's Disease Classification Evaluated for Multiple Datasets. SN Comput. Sci. Louise Bloch, Christoph M. Friedrich
2022	J	`jnl`	Machine Learning Workflow to Explain Black-box Models for Early Alzheimer's Disease Classification Evaluated for Multiple Datasets. CoRR Louise Bloch, Christoph M. Friedrich
2022	—	`conf`	Overview of ImageCLEFmedical 2022 - Caption Prediction and Concept Detection. CLEF (Working Notes) 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	—	`conf`	Overview of the ImageCLEF 2022: Multimedia Retrieval in Medical, Social Media and Nature Applications. CLEF 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
2022	—	`conf`	Unconditionally Generated and Pseudo-Labeled Synthetic Images for Diabetic Foot Ulcer Segmentation Dataset Extension. DFUC@MICCAI Raphael Brüngel, Sven Koitka, Christoph M. Friedrich
2021	—	`conf`	Boosting EfficientNets Ensemble Performance via Pseudo-Labels and Synthetic Images by pix2pixHD for Infection and Ischaemia Classification in Diabetic Foot Ulcers. DFUC@MICCAI Louise Bloch, Raphael Brüngel, Christoph M. Friedrich
2021	J	`jnl`	Boosting EfficientNets Ensemble Performance via Pseudo-Labels and Synthetic Images by pix2pixHD for Infection and Ischaemia Classification in Diabetic Foot Ulcers. CoRR Louise Bloch, Raphael Brüngel, Christoph M. Friedrich
2021	B	`conf`	Comparison of Automated Volume Extraction with FreeSurfer and FastSurfer for Early Alzheimer's Disease Detection with Machine Learning. CBMS Louise Bloch, Christoph M. Friedrich
2021	B	`conf`	DETR and YOLOv5: Exploring Performance and Self-Training for Diabetic Foot Ulcer Detection. CBMS Raphael Brüngel, Christoph M. Friedrich
2021	J	`jnl`	Deep learning in diabetic foot ulcers detection: A comprehensive evaluation. Comput. Biol. Medicine 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
2021	—	`conf`	Developing a Machine Learning Workflow to Explain Black-box Models for Alzheimer's Disease Classification. HEALTHINF Louise Bloch, Christoph M. Friedrich
2021	—	`conf`	EfficientNets and Vision Transformers for Snake Species Identification Using Image and Location Information. CLEF (Working Notes) Louise Bloch, Christoph M. Friedrich
2021	—	`conf`	Overview of the ImageCLEF 2021: Multimedia Retrieval in Medical, Nature, Internet and Social Media Applications. CLEF 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 F. Clark, Thomas Oliver, Hassan Moustahfid, Adrian Popescu, Jerome Deshayes-Chossart
2021	—	`conf`	Overview of the ImageCLEFmed 2021 Concept & Caption Prediction Task. CLEF (Working Notes) Obioma Pelka, Asma Ben Abacha, Alba Garcia Seco de Herrera, Janadhip Jacutprakart, Christoph M. Friedrich, Henning Müller
2021	—	`conf`	The 2021 ImageCLEF Benchmark: Multimedia Retrieval in Medical, Nature, Internet and Social Media Applications. ECIR (2) 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 F. 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
2021	—	`conf`	WisPerMed Text at TREC Clinical Trials Track 2021. TREC Henning Schäfer, Ahmad Idrissi-Yaghir, Wolfgang Galetzka, Marie Bexte, Christoph M. Friedrich
2020	—	`conf`	Combination of Image and Location Information for Snake Species Identification using Object Detection and EfficientNets. CLEF (Working Notes) Louise Bloch, Adrian Boketta, Christopher Keibel, Eric Mense, Alex Michailutschenko, Obioma Pelka, Johannes Rückert, Leon Willemeit, Christoph M. Friedrich
2020	J	`jnl`	Deep Learning in Diabetic Foot Ulcers Detection: A Comprehensive Evaluation. CoRR 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
2020	—	`conf`	ImageCLEF 2020: Multimedia Retrieval in Lifelogging, Medical, Nature, and Internet Applications. ECIR (2) 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 F. 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
2020	J	`jnl`	Mimicking the radiologists' workflow: Estimating pediatric hand bone age with stacked deep neural networks. Medical Image Anal. Sven Koitka, Moon S. Kim, Ming Qu, Asja Fischer, Christoph M. Friedrich, Felix Nensa
2020	—	`conf`	Multilingual ICD-10 Code Assignment with Transformer Architectures using MIMIC-III Discharge Summaries. CLEF (Working Notes) Henning Schäfer, Christoph M. Friedrich
2020	—	`conf`	Overview of the ImageCLEF 2020: Multimedia Retrieval in Medical, Lifelogging, Nature, and Internet Applications. CLEF 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 F. Clark, Antonio Campello, Dimitri Fichou, Raul Berari, Paul Brie, Mihai Dogariu, Liviu-Daniel Stefan, Mihai Gabriel Constantin
2020	—	`conf`	Overview of the ImageCLEFmed 2020 Concept Prediction Task: Medical Image Understanding. CLEF (Working Notes) Obioma Pelka, Christoph M. Friedrich, Alba García Seco de Herrera, Henning Müller
2020	—	`conf`	Project-Based Learning in a Machine Learning Course with Differentiated Industrial Projects for Various Computer Science Master Programs. CSEE&T Raphael Brüngel, Johannes Rückert, Christoph M. Friedrich
2020	—	`conf`	The Effects of Colour Enhancement and IoU Optimisation on Object Detection and Segmentation of Coral Reef Structures. CLEF (Working Notes) Marina Arendt, Johannes Rückert, Raphael Brüngel, Christopher Brumann, Christoph M. Friedrich
2020	—	`conf`	Using Bayesian Optimization to Effectively Tune Random Forest and XGBoost Hyperparameters for Early Alzheimer's Disease Diagnosis. MobiHealth Louise Bloch, Christoph M. Friedrich
2020	J	`jnl`	Utilizing Neural Networks and Linguistic Metadata for Early Detection of Depression Indications in Text Sequences. IEEE Trans. Knowl. Data Eng. Marcel Trotzek, Sven Koitka, Christoph M. Friedrich
2019	—	`conf`	A Comparative Evaluation of SteamVR Tracking and the OptiTrack System for Medical Device Tracking. EMBC 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
2019	—	`conf`	Branding - Fusion of Meta Data and Musculoskeletal Radiographs for Multi-Modal Diagnostic Recognition. ICCV Workshops Obioma Pelka, Felix Nensa, Christoph M. Friedrich
2019	—	`conf`	Classification of Alzheimer's Disease using volumetric features of multiple MRI scans. EMBC Louise Bloch, Christoph M. Friedrich
2019	—	`conf`	ImageCLEF 2019: Multimedia Retrieval in Lifelogging, Medical, Nature, and Security Applications. ECIR (2) 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 F. Clark, Alba Garcia Seco de Herrera, Narciso García, Ergina Kavallieratou, Carlos Roberto del-Blanco, Carlos Cuevas, Nikos Vasilopoulos, Konstantinos Karampidis
2019	—	`conf`	ImageCLEF 2019: Multimedia Retrieval in Medicine, Lifelogging, Security and Nature. CLEF 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 F. Clark, Antonio Campello
2019	—	`conf`	Overview of the ImageCLEFmed 2019 Concept Detection Task. CLEF (Working Notes) Obioma Pelka, Christoph M. Friedrich, Alba García Seco de Herrera, Henning Müller
2019	—	`conf`	UMLS mapping and Word embeddings for ICD code assignment using the MIMIC-III intensive care database. EMBC Henning Schäfer, Christoph M. Friedrich
2019	—	`conf`	Variations on Branding with Text Occurrence for Optimized Body Parts Classification. EMBC Obioma Pelka, Felix Nensa, Christoph M. Friedrich
2018	—	`conf`	Adopting Semantic Information of Grayscale Radiographs for Image Classification and Retrieval. BIOIMAGING Obioma Pelka, Felix Nensa, Christoph M. Friedrich
2018	—	`conf`	Object Detection Featuring 3D Audio Localization for Microsoft HoloLens - A Deep Learning based Sensor Substitution Approach for the Blind. HEALTHINF Martin Eckert, Matthias Blex, Christoph M. Friedrich
2018	—	`conf`	Optimizing Body Region Classification with Deep Convolutional Activation Features. ECCV Workshops (4) Obioma Pelka, Felix Nensa, Christoph M. Friedrich
2018	—	`conf`	Proof-of-Property - A Lightweight and Scalable Blockchain Protocol. WETSEB@ICSE Christopher Ehmke, Florian Wessling, Christoph M. Friedrich
2018	—	`conf`	Radiology Objects in COntext (ROCO): A Multimodal Image Dataset. CVII-STENT/LABELS@MICCAI Obioma Pelka, Sven Koitka, Johannes Rückert, Felix Nensa, Christoph M. Friedrich
2018	J	`jnl`	Utilizing Neural Networks and Linguistic Metadata for Early Detection of Depression Indications in Text Sequences. CoRR Marcel Trotzek, Sven Koitka, Christoph M. Friedrich
2018	—	`conf`	Word Embeddings and Linguistic Metadata at the CLEF 2018 Tasks for Early Detection of Depression and Anorexia. CLEF (Working Notes) Marcel Trotzek, Sven Koitka, Christoph M. Friedrich
2017	—	`conf`	Early Detection of Depression Based on Linguistic Metadata Augmented Classifiers Revisited - Best of the eRisk Lab Submission. CLEF Marcel Trotzek, Sven Koitka, Christoph M. Friedrich
2017	—	`conf`	Improving Model Performance for Plant Image Classification With Filtered Noisy Images. CLEF (Working Notes) Andreas R. Ludwig, Helga Piorek, Andreas H. Kelch, David Rex, Sven Koitka, Christoph M. Friedrich
2017	—	`conf`	Keyword Generation for Biomedical Image Retrieval with Recurrent Neural Networks. CLEF (Working Notes) Obioma Pelka, Christoph M. Friedrich
2017	—	`conf`	Linguistic Metadata Augmented Classifiers at the CLEF 2017 Task for Early Detection of Depression. CLEF (Working Notes) Marcel Trotzek, Sven Koitka, Christoph M. Friedrich
2017	—	`conf`	Optimized Convolutional Neural Network Ensembles for Medical Subfigure Classification. CLEF Sven Koitka, Christoph M. Friedrich
2017	—	`conf`	Recognizing Bird Species in Audio Files Using Transfer Learning. CLEF (Working Notes) Andreas Fritzler, Sven Koitka, Christoph M. Friedrich
2016	—	`conf`	Traditional Feature Engineering and Deep Learning Approaches at Medical Classification Task of ImageCLEF 2016. CLEF (Working Notes) Sven Koitka, Christoph M. Friedrich
2016	J	`jnl`	nmfgpu4R: GPU-Accelerated Computation of the Non-Negative Matrix Factorization (NMF) Using CUDA Capable Hardware. R J. Sven Koitka, Christoph M. Friedrich
2015	—	`conf`	FHDO Biomedical Computer Science Group at Medical Classification Task of ImageCLEF 2015. CLEF (Working Notes) Obioma Pelka, Christoph M. Friedrich
2013	J	`jnl`	Elimination of the linearization error and improved basis-set convergence within the FLAPW method. Comput. Phys. Commun. Gregor Michalicek, Markus Betzinger, Christoph M. Friedrich, Stefan Blügel
2012	J	`jnl`	General Sales Forecast Models for Automobile Markets and their Analysis. Trans. Mach. Learn. Data Min. Marco Hülsmann, Detlef Borscheid, Christoph M. Friedrich, Dirk Reith
2012	J	`jnl`	Mining biomarker information in biomedical literature. BMC Medical Informatics Decis. Mak. Erfan Younesi, Luca Toldo, Bernd Müller, Christoph M. Friedrich, Natalia Novac, Alexander Scheer, Martin Hofmann-Apitius, Juliane Fluck
2012	J	`jnl`	Selection of representative SNP sets for genome-wide association studies: a metaheuristic approach. Optim. Lett. Gürkan Üstünkar, Süreyya Özögür-Akyüz, Gerhard-Wilhelm Weber, Christoph M. Friedrich, Yesim Aydin Son
2011	J	`jnl`	Challenges in the association of human single nucleotide polymorphism mentions with unique database identifiers. BMC Bioinform. Philippe E. Thomas, Roman Klinger, Laura Inés Furlong, Martin Hofmann-Apitius, Christoph M. Friedrich
2011	A*	`conf`	General Sales Forecast Models for Automobile Markets Based on Time Series Analysis and Data Mining Techniques. ICDM Marco Hülsmann, Detlef Borscheid, Christoph M. Friedrich, Dirk Reith
2010	J	`jnl`	@neurIST: Infrastructure for Advanced Disease Management Through Integration of Heterogeneous Data, Computing, and Complex Processing Services. IEEE Trans. Inf. Technol. Biomed. 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
2010	—	`conf`	Abstracts versus Full Texts and Patents: A Quantitative Analysis of Biomedical Entities. IRFC Bernd Müller, Roman Klinger, Harsha Gurulingappa, Heinz-Theodor Mevissen, Martin Hofmann-Apitius, Juliane Fluck, Christoph M. Friedrich
2010	J	`jnl`	Cross-Project Uptake of Biomedical Text Mining Results for Candidate Gene Searches. ERCIM News Christoph M. Friedrich, Christian Ebeling, David Manset
2010	—	`conf`	Prior Art Search in Chemistry Patents Based On Semantic Concepts and Co-Citation Analysis. TREC Harsha Gurulingappa, Bernd Müller, Roman Klinger, Heinz-Theodor Mevissen, Martin Hofmann-Apitius, Christoph M. Friedrich, Juliane Fluck
2009	J	`jnl`	A New Approach to Explicable Sales Forecast Models for the German Automobile Market. ERCIM News Marco Hülsmann, Christoph M. Friedrich, Dirk Reith
2009	A*	`conf`	A Sales Forecast Model for the German Automobile Market Based on Time Series Analysis and Data Mining Methods. ICDM Bernhard Brühl, Marco Hülsmann, Detlef Borscheid, Christoph M. Friedrich, Dirk Reith
2009	J	`jnl`	Efficient calculation of the Coulomb matrix and its expansion around k=0 within the FLAPW method. Comput. Phys. Commun. Christoph M. Friedrich, Arno Schindlmayr, Stefan Blügel
2009	Misc	`conf`	Feature Subset Selection in Conditional Random Fields for Named Entity Recognition. RANLP Roman Klinger, Christoph M. Friedrich
2009	—	`conf`	Patent Retrieval in Chemistry Based on Semantically Tagged Named Entities. TREC Harsha Gurulingappa, Bernd Müller, Roman Klinger, Heinz-Theodor Mevissen, Martin Hofmann-Apitius, Juliane Fluck, Christoph M. Friedrich
2009	Misc	`conf`	User's Choice of Precision and Recall in Named Entity Recognition. RANLP Roman Klinger, Christoph M. Friedrich
2008	—	`conf`	@neuLink: A Service-oriented Application for Biomedical Knowledge Discovery. HealthGrid Christoph M. Friedrich, Holger Dach, Tobias Gattermayer, Gerhard Engelbrecht, Siegfried Benkner, Martin Hofmann-Apitius
2008	—	`conf`	@neurIST - Chronic Disease Management through Integration of Heterogeneous Data and Computer-interpretable Guideline Services. HealthGrid 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
2008	B	`conf`	@neurIST - Towards a System Architecture for Advanced Disease Management through Integration of Heterogeneous Data, Computing, and Complex Processing Services. CBMS Hariharan Rajasekaran, Luigi Lo Iacono, Peer Hasselmeyer, Jochen Fingberg, Paul E. Summers, Siegfried Benkner, Gerhard Engelbrecht, Antonio Arbona, Alessandro Chiarini, Christoph M. Friedrich, Martin Hofmann-Apitius, Kai Kumpf, Bob Moore, Philippe Bijlenga, Jimison Iavindrasana, Henning Müller, Rod D. Hose, Robert Dunlop, Alejandro F. Frangi
2008	A	`conf`	Detection of IUPAC and IUPAC-like chemical names. ISMB Roman Klinger, Corinna Kolárik, Juliane Fluck, Martin Hofmann-Apitius, Christoph M. Friedrich
2008	—	`conf`	Initial Results on Knowledge Discovery and Decision Support for Intracranial Aneurysms. HEALTHINF (1) Christoph M. Friedrich, Martin Hofmann-Apitius, Robert Dunlop, Ioannis Chronakis, Miriam C. J. M. Sturkenboom, Roelof Risselada, Baldo Oliva, Ferran Sanz
2008	—	`conf`	The @neurIST project. HealthGrid 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
2007	—	`conf`	Comparison of a Novel Combined ECOC Strategy with Different Multiclass Algorithms Together with Parameter Optimization Methods. MLDM Marco Hülsmann, Christoph M. Friedrich
2007	J	`jnl`	Identifying gene-Specific Variations in Biomedical Text. J. Bioinform. Comput. Biol. Roman Klinger, Christoph M. Friedrich, Heinz-Theodor Mevissen, Juliane Fluck, Martin Hofmann-Apitius, Laura Inés Furlong, Ferran Sanz
2006	—	`conf`	Biomedical and Chemical Named Entity Recognition with Conditional Random Fields: The Advantage of Dictionary Features. SMBM Christoph M. Friedrich, Thomas Revillion, Martin Hofmann, Juliane Fluck
2006	—	`—`	Kombinationen evolutionär optimierter Klassifikatoren. Christoph M. Friedrich
1997	—	`conf`	Using Genetic Engineering To Find Modular Structures for Architectures of Artificial Neural Networks. ICANNGA Christoph M. Friedrich
1997	—	`conf`	Using Genetic Engineering to Find Modular Structures and Activation Functions for Architectures of Artificial Neural Networks. Fuzzy Days Christoph M. Friedrich, Claudio Moraga