@incollection{Seco de HerreraIonescuM{\"u}lleretal.2022,
  author    = {Seco de Herrera, Alba G. and Ionescu, Bogdan and M{\"u}ller, Henning and P{\´e}teri, Renaud and Ben Abacha, Asma and Friedrich, Christoph M. and R{\"u}ckert, Johannes and Bloch, Louise and Br{\"u}ngel, Raphael and Idrissi-Yaghir, Ahmad and Sch{\"a}fer, Henning and Kozlovski, Serge and Dicente Cid, Yashin and Kovalev, Vassili and Chamberlain, Jon and Clark, Adrian and Campello, Antonio and Schindler, Hugo and Deshayes, J{\´e}rome and Popescu, Adrian and Ştefan, Liviu-Daniel and Constantin, Mihai Gabriel and Dogariu, Mihai},
  title     = {ImageCLEF 2022: multimedia retrieval in medical, nature, fusion and internet applications},
  series = {Advances in Information Retrieval: 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10-14, 2022, Proceedings, Part II},
  publisher = {Springer International Publishing},
  address   = {Cham},
  pages     = {382 -- 389},
  year      = {2022},
  language  = {en}
}
@article{MechWohllebenGhanemetal.2020,
  author    = {Mech, Agnieszka and Wohlleben, Wendel and Ghanem, Antoine and Hodoroaba, Vasile-Dan and Weigel, Stefan and Babick, Frank and Br{\"u}ngel, Raphael and Friedrich, Christoph M. and Rasmussen, Kirsten and Rauscher, Hubert},
  title     = {Nano or not nano? A structured approach for identifying nanomaterials according to the European Commission's definition},
  series = {Small},
  volume    = {16 (2020)},
  number    = {36},
  issn      = {1613-6810},
  year      = {2020},
  language  = {en}
}
@article{Bakkervan der SpekFriedrich2020,
  author    = {Bakker, Mark K. and van der Spek, Rick A. A. and Friedrich, Christoph M.},
  title     = {Genome-wide association study of intracarnial aneurysms identifies 17 risk loci and genetic overlap with clinical risk factors},
  series = {Nature Genetics},
  volume    = {2020},
  number    = {12},
  issn      = {1061-4036},
  pages     = {1303 -- 1313},
  year      = {2020},
  language  = {en}
}
@article{KoitkaKimQuetal.2020,
  author    = {Koitka, Sven and Kim, Moon S. and Qu, Ming and Fischer, Asja and Friedrich, Christoph M. and Nensa, Felix},
  title     = {Mimicking the radiologists' workflow: estimating pediatric hand bone age with stacked deep neural networks},
  series = {Medical Image Analysis},
  volume    = {64 (2020)},
  issn      = {1361-8415},
  year      = {2020},
  language  = {en}
}
@article{PelkaFriedrichNensaetal.2020,
  author    = {Pelka, Obioma and Friedrich, Christoph M. and Nensa, Felix and M{\"o}nninghoff, Christoph and Bloch, Louise and J{\"o}ckel, Karl-Heinz and Schramm, Sara and Sanchez Hoffmann, Sarah and Winkler, Angela and Weimar, Christian and Jokisch, Martha},
  title     = {Sociodemographic data and APOE-ε4 augmentation for MRI-based detection of amnestic mild cognitive impairment using deep learning systems},
  series = {PLoS ONE},
  volume    = {2020},
  issn      = {1932-6203},
  year      = {2020},
  language  = {en}
}
@incollection{BlochBokettaKeibeletal.2020,
  author    = {Bloch, Louise and Boketta, Adrian and Keibel, Christopher and Mense, Eric and Michailutschenko, Alex and Pelka, Obioma and R{\"u}ckert, Johannes and Willemeit, Leon and Friedrich, Christoph M.},
  title     = {Combination of image and location information for snake species identification using object detection and EfficientNets},
  series = {CLEF 2020: CLEF 2020 working notes : working notes of CLEF 2020 - Conference and Labs of the Evaluation Forum : Thessaloniki, Greece, September 22-25, 202},
  publisher = {RWTH Aachen},
  address   = {Aachen},
  year      = {2020},
  language  = {en}
}
@incollection{TrotzekKoitkaFriedrich2018,
  author    = {Trotzek, Marcel and Koitka, Sven and Friedrich, Christoph M.},
  title     = {Early detection of depression based on linguistic metadata augmented classifiers revisited},
  series = {Experimental IR meets multilinguality, multimodality, and interaction : 9th International Conference of the CLEF Association, CLEF 2018, Avignon, France, September 10-14, 2018, proceedings},
  publisher = {Springer International Publishing},
  address   = {Cham},
  pages     = {191 -- 202},
  year      = {2018},
  language  = {en}
}
@incollection{TrotzekKoitkaFriedrich2018,
  author    = {Trotzek, Marcel and Koitka, Sven and Friedrich, Christoph M.},
  title     = {Word embeddings and linguistic metadata at the CLEF 2018 Tasks for early detection of depression and anorexia},
  series = {Experimental IR meets multilinguality, multimodality, and interaction : 9th International Conference of the CLEF Association, CLEF 2018, Avignon, France, September 10-14, 2018, proceedings},
  publisher = {Springer International Publishing},
  address   = {Cham},
  year      = {2018},
  language  = {en}
}
@incollection{TrotzekKoitkaFriedrich2017,
  author    = {Trotzek, Marcel and Koitka, Sven and Friedrich, Christoph M.},
  title     = {Linguistic metadata augmented classifiers at the CLEF 2017 task for early detection of depression},
  series = {CLEF 2017 working notes : working notes of CLEF 2017 - Conference and Labs of the Evaluation Forum : Dublin, Ireland, September 11-14, 2017},
  publisher = {RWTH Aachen},
  address   = {Aachen},
  year      = {2017},
  language  = {en}
}
@incollection{PelkaNensaFriedrich2018,
  author    = {Pelka, Obioma and Nensa, Felix and Friedrich, Christoph M.},
  title     = {Adopting semantic information of grayscale radiographs for image classification and retrieval},
  series = {BIOSTEC 2018 : Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies},
  publisher = {SCITEPRESS - Science and Technology Publications, Lda},
  address   = {Set{\´u}bal},
  pages     = {179 -- 187},
  year      = {2018},
  language  = {en}
}
@article{PelkaNensaFriedrich2018,
  author    = {Pelka, Obioma and Nensa, Felix and Friedrich, Christoph M.},
  title     = {Annotation of enhanced radiographs for medical image retrieval with deep convolutional neural networks},
  series = {PLOS ONE},
  volume    = {2018},
  issn      = {1932-6203},
  year      = {2018},
  language  = {en}
}
@incollection{PelkaNensaFriedrich2019,
  author    = {Pelka, Obioma and Nensa, Felix and Friedrich, Christoph M.},
  title     = {Optimizing body region classification with deep convolutional activation features},
  series = {Computer Vision - ECCV 2018 workshops : Munich, Germany, September 8-14, 2018, Proceedings, Part IV},
  publisher = {Springer International Publishing},
  address   = {Cham},
  pages     = {699 -- 704},
  year      = {2019},
  language  = {en}
}
@incollection{PelkaFriedrich2017,
  author    = {Pelka, Obioma and Friedrich, Christoph M.},
  title     = {Keyword generation for biomedical image retrieval with recurrent neural networks},
  series = {CLEF 2017 working notes : working notes of CLEF 2017 - Conference and Labs of the Evaluation Forum : Dublin, Ireland, September 11-14, 2017},
  publisher = {RWTH Aachen},
  address   = {Aachen},
  year      = {2017},
  language  = {en}
}
@incollection{PelkaKoitkaR{\"u}ckertetal.2018,
  author    = {Pelka, Obioma and Koitka, Sven and R{\"u}ckert, Johannes and Nensa, Felix and Friedrich, Christoph M.},
  title     = {Radiology Objects in Context (ROCO)},
  series = {Intravascular imaging and computer assisted stenting and large-scale annotation of biomedical data and expert label synthesis : 7th Joint International Workshop, CVII-STENT 2018 and Third International Workshop, LABELS 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, proceedings},
  publisher = {Springer International Publishing},
  address   = {Cham},
  pages     = {180 -- 189},
  year      = {2018},
  language  = {en}
}
@article{M{\"u}thingJ{\"a}schkeFriedrich2017,
  author    = {M{\"u}thing, Jannis and J{\"a}schke, Thomas and Friedrich, Christoph M.},
  title     = {Client-focused security assessment of mHealth apps and recommended practices to prevent or mitigate transport security issues},
  series = {JMIR mHealth and uHealth},
  volume    = {5 (2017)},
  number    = {10},
  issn      = {2291-5222},
  year      = {2017},
  language  = {en}
}
@article{NashanFriedrichGeissleretal.2018,
  author    = {Nashan, D. and Friedrich, Christoph M. and Geissler, E. and Schmitt-Graeff, A. and Klein, F. and Meiss, F.},
  title     = {Prim{\"a}r kutane Lymphome - eine Fallserie von 163 Patienten},
  series = {Der Hautarzt},
  volume    = {69 (2018)},
  number    = {12},
  issn      = {0017-8470},
  pages     = {1014 -- 1020},
  year      = {2018},
  language  = {de}
}
@incollection{LudwigPiorekKelchetal.2017,
  author    = {Ludwig, Andreas and Piorek, Helga and Kelch, Andreas and Rex, David and Koitka, Sven and Friedrich, Christoph M.},
  title     = {Improving model performance for plant image classification with filtered noisy images},
  series = {CLEF 2017 working notes : working notes of CLEF 2017 - Conference and Labs of the Evaluation Forum : Dublin, Ireland, September 11-14, 2017},
  publisher = {RWTH Aachen},
  address   = {Aachen},
  year      = {2017},
  language  = {en}
}
@incollection{KoitkaFriedrich2017,
  author    = {Koitka, Sven and Friedrich, Christoph M.},
  title     = {Optimized convolutional neural network ensembles for medical subfigure classification},
  series = {Experimental IR meets multilinguality, multimodality, and interaction : 8th International Conference of the CLEF Association, CLEF 2018, Avignon, France, September 11-14, 2017, proceedings},
  publisher = {Springer International Publishing},
  address   = {Cham},
  pages     = {57 -- 68},
  year      = {2017},
  language  = {en}
}
@incollection{FritzlerKoitkaFriedrich2017,
  author    = {Fritzler, Andreas and Koitka, Sven and Friedrich, Christoph M.},
  title     = {Recognizing bird species in audio files using transfer learning},
  series = {CLEF 2017 working notes : working notes of CLEF 2017 - Conference and Labs of the Evaluation Forum : Dublin, Ireland, September 11-14, 2017},
  publisher = {RWTH Aachen},
  address   = {Aachen},
  year      = {2017},
  language  = {en}
}
@incollection{EckertBlexFriedrich2018,
  author    = {Eckert, Martin and Blex, Matthias and Friedrich, Christoph M.},
  title     = {Object detection featuring 3D audio localization for Microsoft HoloLens},
  series = {BIOSTEC 2018 : Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies},
  publisher = {SCITEPRESS - Science and Technology Publications, Lda},
  address   = {Set{\´u}bal},
  pages     = {555 -- 561},
  year      = {2018},
  language  = {en}
}