@inproceedings{OPUS4-3077,
  title     = {Dortmund International Research Conference 2019 : Conference Proceedings},
  editor    = {Wolff, Carsten and Reimann, Christian},
  publisher = {Fachhochschule Dormund},
  address   = {Dortmund},
  isbn      = {978-3-00-063847-3},
  pages     = {131},
  year      = {2019},
  language  = {en}
}
@inproceedings{OPUS4-3078,
  title     = {Dortmund International Research Conference 2020 : Conference Proceedings},
  editor    = {Wolff, Carsten and Reimann, Christian},
  publisher = {Fachhochschule Dormund},
  address   = {Dortmund},
  isbn      = {978-3-948228-01-9},
  pages     = {288},
  year      = {2020},
  language  = {en}
}
@phdthesis{Spicher2020,
  author    = {Spicher, Nicolai},
  title     = {Time-frequency analysis of optical and electrical cardiac signals with applications in ultra-high-field MRI},
  pages     = {177},
  year      = {2020},
  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{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}
}