TY - JOUR U1 - Zeitschriftenartikel, wissenschaftlich - begutachtet (reviewed) A1 - Pelka, Obioma A1 - Friedrich, Christoph M. A1 - Nensa, Felix A1 - Mönninghoff, Christoph A1 - Bloch, Louise A1 - Jöckel, Karl-Heinz A1 - Schramm, Sara A1 - Sanchez Hoffmann, Sarah A1 - Winkler, Angela A1 - Weimar, Christian A1 - Jokisch, Martha T1 - Sociodemographic data and APOE-ε4 augmentation for MRI-based detection of amnestic mild cognitive impairment using deep learning systems JF - PLoS ONE Y1 - 2020 SN - 1932-6203 SS - 1932-6203 VL - 2020 ER - TY - JOUR U1 - Zeitschriftenartikel, wissenschaftlich - begutachtet (reviewed) A1 - van't Hof, Femke N. G. A1 - Ruigrok, Ynte M. A1 - Friedrich, Christoph M. T1 - Shared genetic risk factors of intracranial, abdominal and thoracic aneurysms JF - Journal of the American Heart Association Y1 - 2016 N1 - elektronische Ressource VL - 5 (2016) IS - 7 ER - TY - JOUR U1 - Zeitschriftenartikel, wissenschaftlich - begutachtet (reviewed) A1 - Sahadevan, S. A1 - Hofmann-Apitius, M. A1 - Friedrich, Christoph M. T1 - Text mining in livestock animal science BT - introducing the potential of text mining to animal sciences JF - Journal of animal science Y1 - 2012 SN - 1525-3163 SS - 1525-3163 VL - 90 (2012) IS - 10 SP - 11 S1 - 11 ER - TY - JOUR U1 - Zeitschriftenartikel, wissenschaftlich - begutachtet (reviewed) A1 - Thomas, Philippe E. A1 - Klinger, Roman A1 - Friedrich, Christoph M. T1 - Challenges in the association of human single nucleotide polymorphism mentions with unique database identifiers JF - BMC Bioinformatics Y1 - 2011 SN - 1471-2105 SS - 1471-2105 VL - 12 (2011) IS - Supplement 4 ER - TY - JOUR U1 - Zeitschriftenartikel, wissenschaftlich - begutachtet (reviewed) A1 - Bijlenga, Philippe A1 - Ebeling, Christian A1 - Friedrich, Christoph M. T1 - Risk of rupture of small anterior communicating artery aneurysms is similar to posterior circulation aneurysms JF - Stroke Y1 - 2013 SN - 0039-2499 SS - 0039-2499 VL - 44 (2013) IS - 11 SP - 9 S1 - 9 ER - TY - CHAP U1 - Buchbeitrag A1 - Hülsmann, Marco A1 - Borscheid, Detlef A1 - Friedrich, Christoph M. T1 - General sales forecast models for automobile markets based on time series analysis and data mining techniques T2 - Advances in data mining : applications and theoretical aspects Y1 - 2011 N1 - Reihe: Lecture notes in computer science, Bd. 6870 SP - 15 S1 - 15 PB - Springer-Verlag CY - Berlin ER - TY - CHAP U1 - Buchbeitrag A1 - Chebouti, Issam A1 - Friedrich, Christoph M. T1 - Association between tumor infiltrating immune cells, circulating tumor cells in blood and disseminated tumor cells in the bone marrow in patients with primary ovarian cancer T2 - Proceedings : AACR 106th annual meeting 2015 ; April 18-22, 2015, Philadelphia, PA Y1 - 2015 PB - American Association for Cancer Research CY - Philadelphia, PA ER - TY - CHAP U1 - Buchbeitrag A1 - Pelka, Obioma A1 - Friedrich, Christoph M. T1 - FHDO biomedical computer science group at medical classication task of ImageCLEF 2015 T2 - CLEF 2015 working notes : working notes of CLEF 2015 - Conference and Labs of the Evaluation forum, Toulouse, France, September 8 - 11, 2015 Y1 - 2015 N1 - Reihe: CEUR workshop proceedings ER - TY - CHAP U1 - Buchbeitrag A1 - Gurulingappa, Harsha A1 - Müller, Bernd A1 - Friedrich, Christoph M. T1 - Prior art search in chemistry patents based on semantic concepts and co-citation analysis T2 - The nineteenth text REtrieval conference (TREC 2010) proceedings Y1 - 2010 ER - TY - JOUR U1 - Zeitschriftenartikel, wissenschaftlich - begutachtet (reviewed) A1 - Pelka, Obioma A1 - Friedrich, Christoph M. T1 - Modality prediction of biomedical literature images using multimodal feature representation = Klassifikation von Bildern der biomedizinischen Literatur unter Anwendung multimodaler Merkmale JF - GMS Medizinische Informatik, Biometrie und Epidemiologie Y1 - 2016 SN - 1860-9171 SS - 1860-9171 VL - 12 (2016) IS - 2 SP - 11 S1 - 11 ER - TY - JOUR U1 - Zeitschriftenartikel, wissenschaftlich - begutachtet (reviewed) A1 - Koitka, Sven A1 - Friedrich, Christoph M. T1 - nmfgpu4R: GPU-accelerated computation of the Non-Negative Matrix Factorization (NMF) using CUDA capable hardware JF - The R Journal Y1 - 2016 VL - 8 (2016) IS - 2 SP - 11 S1 - 11 ER - TY - CHAP U1 - Buchbeitrag A1 - Müller, David A1 - Plöger, Sabrina A1 - Friedrich, Christoph M. T1 - Random-Forest-Implementierung auf SAP HANA T2 - Schriftenreihe des Fachbereichs Informatik der Fachhochschule Dortmund - Band 2 Y1 - 2016 SP - 15 S1 - 15 PB - Monsenstein und Vannerdat CY - Münster ER - TY - JOUR U1 - Zeitschriftenartikel, wissenschaftlich - begutachtet (reviewed) A1 - Younesi, E. A1 - Toldo, L. A1 - Friedrich, Christoph M. T1 - Mining biomarker information in biomedical literature JF - BMC Medical informatics & decision making Y1 - 2012 SN - 1472-6947 SS - 1472-6947 ER - TY - JOUR U1 - Zeitschriftenartikel, wissenschaftlich - begutachtet (reviewed) A1 - Hülsmann, Marco A1 - Borscheid, Detlef A1 - Friedrich, Christoph M. T1 - General sales forecast models for automobile markets and their analysis JF - Transactions on machine learning and data mining Y1 - 2012 SN - 1865-6781 SS - 1865-6781 VL - 5 (2012) IS - 2 SP - 22 S1 - 22 ER - TY - JOUR U1 - Zeitschriftenartikel, wissenschaftlich - begutachtet (reviewed) A1 - Üstünkar, Gürkan A1 - Özöğür-Ayküz, Süreyya A1 - Friedrich, Christoph M. T1 - Selection of representative SNP sets for genome-wide association studies BT - a metaheuristic approach JF - Optimization letters Y1 - 2012 SN - 1862-4472 SS - 1862-4472 N1 - Special issue: 30th National Congress on Operations Research and Industrial Engineering, Turkey VL - 6 (2012) IS - 6 SP - 12 S1 - 12 ER - TY - JOUR U1 - Zeitschriftenartikel, wissenschaftlich - begutachtet (reviewed) A1 - Benkner, Siegfried A1 - Arbona, Antonia A1 - Friedrich, Christoph M. T1 - @neurIST BT - infrastructure for advanced disease management through integration of heterogeneous data, computing, and complex processing services JF - IEEE transactions on information technology in biomedicine Y1 - 2010 SN - 1089-7771 SS - 1089-7771 VL - 14 (2010) IS - 6 SP - 13 S1 - 13 ER - TY - CHAP U1 - Buchbeitrag A1 - Koitka, Sven A1 - Friedrich, Christoph M. T1 - Traditional feature engineering and deep learning approaches at medical classification task of ImageCLEF 2016 T2 - Working notes of CLEF 2016 : conference and labs of the evaluation forum, Évora, Portugal, 5-8 September 2016 Y1 - 2016 SP - 14 S1 - 14 ER - TY - JOUR U1 - Zeitschriftenartikel, wissenschaftlich - begutachtet (reviewed) A1 - Bakker, Mark K. A1 - van der Spek, Rick A. A. A1 - Friedrich, Christoph M. T1 - Genome-wide association study of intracarnial aneurysms identifies 17 risk loci and genetic overlap with clinical risk factors JF - Nature Genetics Y1 - 2020 SN - 1061-4036 SS - 1061-4036 VL - 2020 IS - 12 SP - 1303 EP - 1313 ER - TY - JOUR U1 - Zeitschriftenartikel, wissenschaftlich - begutachtet (reviewed) A1 - Mech, Agnieszka A1 - Wohlleben, Wendel A1 - Ghanem, Antoine A1 - Hodoroaba, Vasile-Dan A1 - Weigel, Stefan A1 - Babick, Frank A1 - Brüngel, Raphael A1 - Friedrich, Christoph M. A1 - Rasmussen, Kirsten A1 - Rauscher, Hubert T1 - Nano or not nano? A structured approach for identifying nanomaterials according to the European Commission's definition JF - Small Y1 - 2020 SN - 1613-6810 SS - 1613-6810 VL - 16 (2020) IS - 36 ER - TY - CHAP U1 - Buchbeitrag A1 - Bloch, Louise A1 - Boketta, Adrian A1 - Keibel, Christopher A1 - Mense, Eric A1 - Michailutschenko, Alex A1 - Pelka, Obioma A1 - Rückert, Johannes A1 - Willemeit, Leon A1 - Friedrich, Christoph M. T1 - Combination of image and location information for snake species identification using object detection and EfficientNets T2 - CLEF 2020: CLEF 2020 working notes : working notes of CLEF 2020 - Conference and Labs of the Evaluation Forum : Thessaloniki, Greece, September 22-25, 202 Y1 - 2020 PB - RWTH Aachen CY - Aachen ER - TY - CHAP U1 - Buchbeitrag A1 - Seco de Herrera, Alba G. A1 - Ionescu, Bogdan A1 - Müller, Henning A1 - Péteri, Renaud A1 - Ben Abacha, Asma A1 - Friedrich, Christoph M. A1 - Rückert, Johannes A1 - Bloch, Louise A1 - Brüngel, Raphael A1 - Idrissi-Yaghir, Ahmad A1 - Schäfer, Henning A1 - Kozlovski, Serge A1 - Dicente Cid, Yashin A1 - Kovalev, Vassili A1 - Chamberlain, Jon A1 - Clark, Adrian A1 - Campello, Antonio A1 - Schindler, Hugo A1 - Deshayes, Jérome A1 - Popescu, Adrian A1 - Ştefan, Liviu-Daniel A1 - Constantin, Mihai Gabriel A1 - Dogariu, Mihai T1 - ImageCLEF 2022: multimedia retrieval in medical, nature, fusion and internet applications T2 - Advances in Information Retrieval: 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10–14, 2022, Proceedings, Part II Y1 - 2022 SP - 382 EP - 389 PB - Springer International Publishing CY - Cham ER - TY - JOUR U1 - Zeitschriftenartikel, wissenschaftlich - begutachtet (reviewed) A1 - Koitka, Sven A1 - Kim, Moon S. A1 - Qu, Ming A1 - Fischer, Asja A1 - Friedrich, Christoph M. A1 - Nensa, Felix T1 - Mimicking the radiologists' workflow: estimating pediatric hand bone age with stacked deep neural networks JF - Medical Image Analysis Y1 - 2020 SN - 1361-8415 SS - 1361-8415 VL - 64 (2020) ER - TY - CHAP U1 - Buchbeitrag A1 - Fritzler, Andreas A1 - Koitka, Sven A1 - Friedrich, Christoph M. T1 - Recognizing bird species in audio files using transfer learning BT - FHDO Biomedical Science Group (BCSG) T2 - CLEF 2017 working notes : working notes of CLEF 2017 - Conference and Labs of the Evaluation Forum : Dublin, Ireland, September 11-14, 2017 Y1 - 2017 PB - RWTH Aachen CY - Aachen ER - TY - CHAP U1 - Buchbeitrag A1 - Brüngel, Raphael A1 - Rückert, Johannes A1 - Wohlleben, Wendel A1 - Babick, Frank A1 - Ghanem, Antoine A1 - Gaillard, Claire A1 - Mech, Agnieszka A1 - Rauscher, Hubert A1 - Weigel, Stefan A1 - Friedrich, Christoph M. T1 - The NanoDefiner e-tool BT - A decision support framework for recommendation of suitable measurement techniques for the assessment of potential nanomaterials T2 - Proceedings of the 2017 IEEE Nanotechnology Material and Devices Conference : October 2-4, 2017, Singapore Y1 - 2017 SP - 71 EP - 72 PB - IEEE CY - Piscataway, NJ ER - TY - CHAP U1 - Buchbeitrag A1 - Eckert, Martin A1 - Blex, Matthias A1 - Friedrich, Christoph M. T1 - Object detection featuring 3D audio localization for Microsoft HoloLens BT - A deep learning based sensor substitution approach for the blind T2 - BIOSTEC 2018 : Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies Y1 - 2018 SP - 555 EP - 561 PB - SCITEPRESS - Science and Technology Publications, Lda CY - Setúbal ER - TY - CHAP U1 - Buchbeitrag A1 - Ehmke, Christopher A1 - Wessling, Florian A1 - Friedrich, Christoph M. T1 - Proof-of-Property - a lightweight and scalable blockchain protocol T2 - 2018 ACM/IEEE 1st International Workshop on Emerging Trends in Software Engineering for Blockchain : WETSEB 2018 : 27 May 2018, Gothenburg, Sweden : proceedings Y1 - 2018 SP - 48 EP - 51 PB - IEEE CY - Piscataway, NJ ER - TY - CHAP U1 - Buchbeitrag A1 - Koitka, Sven A1 - Friedrich, Christoph M. T1 - Optimized convolutional neural network ensembles for medical subfigure classification T2 - Experimental IR meets multilinguality, multimodality, and interaction : 8th International Conference of the CLEF Association, CLEF 2018, Avignon, France, September 11-14, 2017, proceedings Y1 - 2017 SP - 57 EP - 68 PB - Springer International Publishing CY - Cham ER - TY - CHAP U1 - Buchbeitrag A1 - Ludwig, Andreas A1 - Piorek, Helga A1 - Kelch, Andreas A1 - Rex, David A1 - Koitka, Sven A1 - Friedrich, Christoph M. T1 - Improving model performance for plant image classification with filtered noisy images T2 - CLEF 2017 working notes : working notes of CLEF 2017 - Conference and Labs of the Evaluation Forum : Dublin, Ireland, September 11-14, 2017 Y1 - 2017 PB - RWTH Aachen CY - Aachen ER - TY - JOUR U1 - Zeitschriftenartikel, wissenschaftlich - begutachtet (reviewed) A1 - Müthing, Jannis A1 - Jäschke, Thomas A1 - Friedrich, Christoph M. T1 - Client-focused security assessment of mHealth apps and recommended practices to prevent or mitigate transport security issues JF - JMIR mHealth and uHealth Y1 - 2017 SN - 2291-5222 SS - 2291-5222 VL - 5 (2017) IS - 10 ER - TY - JOUR U1 - Zeitschriftenartikel, wissenschaftlich - begutachtet (reviewed) A1 - Nashan, D. A1 - Friedrich, Christoph M. A1 - Geissler, E. A1 - Schmitt-Graeff, A. A1 - Klein, F. A1 - Meiss, F. T1 - Primär kutane Lymphome - eine Fallserie von 163 Patienten JF - Der Hautarzt Y1 - 2018 SN - 0017-8470 SS - 0017-8470 VL - 69 (2018) IS - 12 SP - 1014 EP - 1020 ER - TY - CHAP U1 - Buchbeitrag A1 - Pelka, Obioma A1 - Friedrich, Christoph M. T1 - Keyword generation for biomedical image retrieval with recurrent neural networks T2 - CLEF 2017 working notes : working notes of CLEF 2017 - Conference and Labs of the Evaluation Forum : Dublin, Ireland, September 11-14, 2017 Y1 - 2017 PB - RWTH Aachen CY - Aachen ER - TY - CHAP U1 - Buchbeitrag A1 - Pelka, Obioma A1 - Koitka, Sven A1 - Rückert, Johannes A1 - Nensa, Felix A1 - Friedrich, Christoph M. T1 - Radiology Objects in Context (ROCO) BT - A multimodal image dataset T2 - 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 Y1 - 2018 SP - 180 EP - 189 PB - Springer International Publishing CY - Cham ER - TY - CHAP U1 - Buchbeitrag A1 - Pelka, Obioma A1 - Nensa, Felix A1 - Friedrich, Christoph M. T1 - Adopting semantic information of grayscale radiographs for image classification and retrieval T2 - BIOSTEC 2018 : Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies Y1 - 2018 SP - 179 EP - 187 PB - SCITEPRESS - Science and Technology Publications, Lda CY - Setúbal ER - TY - JOUR U1 - Zeitschriftenartikel, wissenschaftlich - begutachtet (reviewed) A1 - Pelka, Obioma A1 - Nensa, Felix A1 - Friedrich, Christoph M. T1 - Annotation of enhanced radiographs for medical image retrieval with deep convolutional neural networks JF - PLOS ONE Y1 - 2018 SN - 1932-6203 SS - 1932-6203 VL - 2018 ER - TY - CHAP U1 - Buchbeitrag A1 - Pelka, Obioma A1 - Nensa, Felix A1 - Friedrich, Christoph M. T1 - Optimizing body region classification with deep convolutional activation features T2 - Computer Vision - ECCV 2018 workshops : Munich, Germany, September 8-14, 2018, Proceedings, Part IV Y1 - 2019 SP - 699 EP - 704 PB - Springer International Publishing CY - Cham ER - TY - CHAP U1 - Buchbeitrag A1 - Trotzek, Marcel A1 - Koitka, Sven A1 - Friedrich, Christoph M. T1 - Linguistic metadata augmented classifiers at the CLEF 2017 task for early detection of depression BT - FHDO Biomedical Science Group (BCSG) T2 - CLEF 2017 working notes : working notes of CLEF 2017 - Conference and Labs of the Evaluation Forum : Dublin, Ireland, September 11-14, 2017 Y1 - 2017 PB - RWTH Aachen CY - Aachen ER - TY - CHAP U1 - Buchbeitrag A1 - Trotzek, Marcel A1 - Koitka, Sven A1 - Friedrich, Christoph M. T1 - Early detection of depression based on linguistic metadata augmented classifiers revisited T2 - Experimental IR meets multilinguality, multimodality, and interaction : 9th International Conference of the CLEF Association, CLEF 2018, Avignon, France, September 10-14, 2018, proceedings Y1 - 2018 SP - 191 EP - 202 PB - Springer International Publishing CY - Cham ER - TY - CHAP U1 - Buchbeitrag A1 - Trotzek, Marcel A1 - Koitka, Sven A1 - Friedrich, Christoph M. T1 - Word embeddings and linguistic metadata at the CLEF 2018 Tasks for early detection of depression and anorexia BT - FHDO Biomedical Science Group (BCSG) T2 - Experimental IR meets multilinguality, multimodality, and interaction : 9th International Conference of the CLEF Association, CLEF 2018, Avignon, France, September 10-14, 2018, proceedings Y1 - 2018 PB - Springer International Publishing CY - Cham ER -