@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{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{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} }