@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} }