@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{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{BlochFriedrich2021,
  author    = {Bloch, Louise and Friedrich, Christoph},
  title     = {Developing a machine learning workflow to explain black-box models for Alzheimer's disease classification},
  series = {BIOSTEC 2021 : proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies : online streaming, February 11-13, 2021},
  publisher = {SCITEPRESS - Science and Technology Publications},
  address   = {S{\´e}tubal},
  pages     = {87 -- 99},
  year      = {2021},
  language  = {en}
}
@incollection{BlochFriedrich2021,
  author    = {Bloch, Louise and Friedrich, Christoph},
  title     = {Using Bayesian optimization to effectively tune random forest and XGBoost hyperparameters for early Alzheimer's disease diagnosis},
  series = {Wireless Mobile Communication and Healthcare : 9th EAI International Conference, MobiHealth 2020, Virtual Event, November 19, 2020, Proceedings},
  publisher = {Springer International Publishing},
  address   = {Cham},
  pages     = {285 -- 299},
  year      = {2021},
  language  = {en}
}