@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{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{PelkaFriedrich2016, author = {Pelka, Obioma and Friedrich, Christoph M.}, title = {Modality prediction of biomedical literature images using multimodal feature representation = Klassifikation von Bildern der biomedizinischen Literatur unter Anwendung multimodaler Merkmale}, series = {GMS Medizinische Informatik, Biometrie und Epidemiologie}, volume = {12 (2016)}, number = {2}, issn = {1860-9171}, pages = {11}, year = {2016}, language = {en} } @incollection{PelkaFriedrich2015, author = {Pelka, Obioma and Friedrich, Christoph M.}, title = {FHDO biomedical computer science group at medical classication task of ImageCLEF 2015}, series = {CLEF 2015 working notes : working notes of CLEF 2015 - Conference and Labs of the Evaluation forum, Toulouse, France, September 8 - 11, 2015}, year = {2015}, language = {en} }