Prof. Dr.-Ing. Christoph M. Friedrich

Person

Publikationen

Lehre

Publikationen - Extern Begutachtete Aufsätze - Zeitschriftenartikel (Peer-reviewed Journal Articles)

Zusammenfassungen:

Publikationen:

  1. B. Schatlo, O. P. Gautschi, C. M. Friedrich, C. Ebeling, M. Jaegersberg, Z, Kulscar, V. M. Pereira, K. Schaller und P. Bijlenga, „Association of single and multiple aneurysms with tobacco abuse – an @neurIST risk analysis“, Volume 47, Issue 1, Seite E9, Journal of Neurosurgigal Focus, Special issue Aneurysm formation, growth and rupture: the biology and physics of cerebral aneurysm, DOI: 10.3171/2019.4.FOCUS19130, July, 2019, PMID: 31261132.
  2. M. Eckert, J. S. Volmerg und C. M. Friedrich, „Augmented Reality in Medicine: Systematic and Bibliographic Review, JMIR mHealth uHealth, Volume 7, Number 4, Seiten e10967, DOI: 10.2196/10967, 2019, PMID: 31025950.
  3. J. Müthing, R. Brüngel und C. M. Friedrich, Server-Focused Security Assessment of Mobile Health Apps for Popular Mobile Platforms“, Journal of Medical Internet Research (JMIR), Special Issue on Cybersecurity in Medicine and Biomedical Research, Volume 21, Number 1, Seite e9818, DOI: 10.2196/jmir.9818, 2019, PMID: 30672738.
  4. M. Trotzek, S. Koitka und C. M. Friedrich, „Utilizing Neural Networks and Linguistic Metadata for Early Detection of Depression Indications in Text Sequences“, IEEE Transactions on Knowledge and Data Engineering, accepted, Early Access, in print, DOI: 10.1109/TKDE.2018.2885515, 2018.
  5. S. Koitka, A. Demircioglu, M. S. Kim, C. M. Friedrich und F. Nensa, „Ossification area localization in pediatric hand radiographs using deep neural networks for object detection“, PLOS One, Machine Learning in Healthcare and Biomedicine collection, Volume 13, Number 11, Seiten e0207496, DOI: 10.1371/journal.pone.0207496, 2018, PMID: 30444906.
  6. O. Pelka, F. Nensa und C. M. FriedrichAnnotation of enhanced radiographs for medical image retrieval with deep convolutional neural networks“, PLOS One, Machine Learning in Healthcare and Biomedicine collection, Volume 13, Number 11, Seiten e0206229, DOI: 10.1371/journal.pone.0206229, 2018, PMID: 30419028.
  7. D. Nashan, C. M. Friedrich, E. Geissler, A. Schmitt-Graeff, F. Klein und F. Meiss, „Primär kutane Lymphome – eine Fallserie von 163 Patienten“, Der Hautarzt, DOI: 10.1007/s00105-018-4212-8, Juni 2018, PMID: 29881891.
  8. J. Müthing, T. Jäschke und C. M. Friedrich, „Client-Focused Security Assessment of mHealth Apps and Recommended Practices to Prevent or Mitigate Transport Security Issues“, JMIR mHealth uHealth, Volume 5, Number 10, Seiten e147, DOI: 10.2196/mhealth.7791, 2017, PMID: 29046271.
  9. S. Koitka und C. M. Friedrich, “nmfgpu4R: GPU-Accelerated Computation of the Non-negative Matrix Factorization (NMF) Using CUDA Capable Hardware”, R-Journal, Volume 8, Number 2, Seiten 382-392, 2016.
  10. O. Pelka und C. M. Friedrich, "Modality Prediction of Biomedical Literature Images using Multimodal Feature Representation", GMS Medizinische Informatik, Biometrie und Epidemiologie, DOI: 10.3205/mibe000166, Volume 12, Number 2, Doc4, 2016.
  11. F. N. G. van ’t Hof, Y. M. Ruigrok, C. Hyunkyu Lee, S. Ripke, G. Anderson, M. de Andrade, A. F. Baas, J. D. Blankensteijn, E. P. Böttinger, M. J. Bown, J. Broderick, P. Bijlenga, D. S. Carrell, D. C. Crawford, D. R. Crosslin, C. Ebeling, J. G. Eriksson, M. Fornage, T. Foroud, M. von und zu Fraunberg, C. M. Friedrich, E. I. Gaál, O. Gottesman, D.‐C. Guo, S. C. Harrison, J. Hernesniemi, A. Hofman, I. Inoue, J. E. Jääskeläinen, G. T. Jones, L. A. L. M. Kiemeney, R. Kivisaari, N. Ko, S. Koskinen, M. Kubo, I. J. Kullo, H. Kuivaniemi, M. I. Kurki, A. Laakso, D. Lai, S. M. Leal, H. Lehto, S. A. LeMaire, S.‐K. Low, J. Malinowski, C. A. McCarty, D. M. Milewicz, T. H. Mosley, Y. Nakamura, H. Nakaoka, M. Niemelä, J. Pacheco, P. L. Peissig, J. Pera, L. Rasmussen‐Torvik, M. D. Ritchie, F. Rivadeneira, A. M. van Rij, R. Lyn P. Santos‐Cortez, A. Saratzis, A. Slowik, A. Takahashi, G. Tromp, A. G. Uitterlinden, S. S. Verma, S. H. Vermeulen, G. T. Wang, Aneurysm Consortium; Vascular Research Consortium of New Zealand†; B. Han, G. J. E. Rinkel und P. I. W. de Bakker, Shared genetic risk factors of intracranial, abdominal and thoracic aneurysms”, JAHA: Journal of the American Heart Association, DOI: 10.1161/JAHA.115.002603, Volume 5, Number 7, Seiten e002603, 2016.
  12. P. Bijlenga, C. Ebeling, M. Jaegersberg, P. Summers, A. Rogers, A. Waterworth, J. Iavindrasana, J. Macho, V. Mendes Pereira, P. Bukovics, E. Vivas, M. C.J.M. Sturkenboom, J. Wright, C. M. Friedrich, A. Frangi, J. Byrne, K. Schaller und D. Rufenacht, „Risk of Rupture of Small Anterior Communicating Artery Aneurysms Is Similar to Posterior Circulation Aneurysms“, Stroke, DOI: 10.1161/STROKEAHA.113.001667, Volume 44, Nummer 11, Seiten 3018-3026, 2013, PMID: 23899912.
  13. E. Younesi, L. Toldo, B. Müller, C. M. Friedrich, N. Novac, A. Scheer, M. Hofmann-Apitius und J. Fluck, „Mining biomarker information in biomedical literature“, BMC Medical Informatics & Decision Making, DOI: 10.1186/1472-6947-12-148 , Volume 12:148, 2012.
  14. S. Sahadevan, M. Hofmann-Apitius, K. Schellander, D. Tesfaye, J. Fluck und C. M. Friedrich, "Introducing the potential of text mining to animal sciences", Journal of Animal Science, DOI:10.2527/jas.2011-4841 , Volume 90, Nummer 10, Seite 3666-3676, 2012.
  15. M. Hülsmann, D. Borscheid, C. M. Friedrich und D. Reith, "General Sales Forecast Models for Automobile Markets and their Analysis", Transactions on Machine Learning and Data Mining, Volume 5, Number 2, Seite 65-86, 2012.
  16. G. Üstünkar, S. Özögür-Akyüz, G. W. Weber, C. M. Friedrich und Y. A. Son, „Selection of Representative SNP Sets for Genome-Wide Association Studies: A Metaheuristic Approach“, DOI:10.1007/s11590-011-0419-7 , Optimization Letters, Volume 6(6), Seite 1207-1218, 2012.
  17. P. E. Thomas, R. Klinger, L. I. Furlong, M. Hofmann-Apitius und C. M. Friedrich, „Challenges in the association of human single nucleotide polymorphism mentions with unique database identifiers“, DOI:10.1186/1471-2105-12-S4-S4 , BMC Bioinformatics, Volume 12(Supplement 4):S4, 2011, Open Access.
  18. C. M. Friedrich, C. Ebeling und D. Manset, „Cross-Project Uptake of Biomedical Text Mining Results for Candidate Gene Searches“, in ERCIM News, Nummer 82, Special theme: „Computational Biology“, Seite 45-46, Juli 2010, Open Access.
  19. S. Benkner, A. Arbona, G. Berti, A. Chiarini, R. Dunlop, G. Engelbrecht, A. F. Frangi, C. M. Friedrich, S. Hanser, P. Hasselmeyer, R. D. Hose, J. Iavindrasana, M. Köhler, L. Lo Iacono, G. Lonsdale, R. Meyer, B. Moore, H. Rajasekaran, P. E. Summers, A. Wöhrer und S. Wood, „@neurIST Infrastructure for Advanced Disease Management through Integration of Heterogeneous Data, Computing, and Complex Processing Services“, DOI:10.1109/TITB.2010.2049268 , IEEE Transactions on Information Technology in BioMedicine, 14(6), Seite 1365 - 1377, 2010
  20. K. Yasuno, K. Bilguvar, P. Bijlenga, S.-K. Low, B. Krischek, G. Auburger, M. Simon, D. Krex, Z. Arlier, N. Nayak, Y. M Ruigrok, M. Niemela, A. Tajima, M. von und zu Fraunberg, T. Doczi, F. Wirjatijasa, A. Hata, J. Blasco, A. Oszvald, H. Kasuya, G. Zilani, B. Schoch, P. Singh, C. Stüer, R. Risselada, J. Beck, S. Teresa, F. Ricciardi, A. Aromaa, T. Illig, S. Schreiber, C. M van Duijn, L. H van den Berg, C. Perret, C. Proust, C. Roder, A. K Ozturk, E. Gaál, D. Berg, C. Geisen, C. M. Friedrich, P. Summers, A. F Frangi, M. W State, H. E. Wichmann, M. MB Breteler, C. Wijmenga, S. Mane, L. Peltonen, V. Elio, M. CJM Sturkenboom, P. Lawford, J. Byrne, J. Macho, I. E. Sandalcioglu, B. Meyer, A. Raabe, D. Rüfenacht, J. E Jääskeläinen, J. Hernesniemi, G. J E Rinkel, H. Zembutsu, I. Inoue, A. Palotie, F. Cambien, Y. Nakamura, R. P Lifton und M. Günel, „Genome-wide association study of intracranial aneurysm identifies three new risk loci.“, Online verfügbar seit 4/2010, DOI:10.1038/ng.563 , Nature Genetics, 42(5), Seite 420-425, 2010
  21. R. Risselada, H.F. Lingsma, A. Bauer-Mehren, C. M. Friedrich, A. J. Molyneux, R. SC Kerr, J. Yarnold, M. Sneade, E.W. Steyerberg und M. CJM Sturkenboom. „Predictors of 60 day case-fatality after aneurysmal subarachnoid haemorrhage.“ in European Journal of Epidemiology, 4(25), Seite 261-266, April 2010, DOI: 10.1007/s10654-010-9432-x , Open Access
  22. M. Hülsmann, C. M. Friedrich und D. Reith, „A New Approach to Explicable Sales Forecast Models for the German Automobile Market, in ERCIM News, Nummer 78, Special theme: „Mathematics for Finance and Economy“, Juli 2009, Seite 30-31, Open Access
  23. L. Smith, L. K. Tanabe, R. J Ando, C.-J. Juo, I. F. Chung, C.-N. Hsu, Y.-S. Lin, R. Klinger, C. M. Friedrich, K. Ganchev, M. Torii, H. Liu, B. Haddow, C. A. Struble, R. J. Povinelli, A. Vlachos, W. A. Baumgartner Jr., L. Hunter, B. Carpenter, R. T.-H. Tsai, H. jie Dai, F. Liu, Y. Chen, C. Sun, S. Katrenko, P. Adriaans, C. Blaschke, R. T. Perez, M. Neves, P. Nakov, A. Divoli, M. Mana, J. Mata-Vazquez und W. J. Wilbur, „Overview of BioCreative II Gene Mention Recognition“,DOI:10.1186/gb-2008-9-s2-s2 , Genome Biology, 9(Suppl2):S2, 2008, Open Access
  24. R. Klinger, C. Kolarik, J. Fluck, M. Hofmann-Apitius und C. M. Friedrich, „Detection of IUPAC and IUPAC-like Chemical Names“,DOI:10.1093/bioinformatics/btn181 , Bioinformatics 13(24), Seite i268-276, 2008
  25. M. Hofmann-Apitius, J. Fluck, L. I. Furlong, O. Fornes, C. Kolarik, S. Hanser, M. Boeker, S. Schulz, F. Sanz, R. Klinger, H.-T. Mevissen, T. Gattermayer, B. Oliva und C. M. Friedrich, „Knowledge Environments Representing Molecular Entities for the Virtual Physiological Human“, DOI:10.1098/rsta.2008.0099 , Philosophical Transactions of the Royal Society A, 366(1878), Seite 3091-3110, September, 2008
  26. R. Klinger, L. I. Furlong, C. M. Friedrich, H. T. Mevissen, J. Fluck, F. Sanz und M. Hofmann-Apitius, „Identifying Gene Specific Variants in Biomedical Text“, DOI:10.1142/S0219720007003156 , Journal of Bioinformatics and Computational Biology, Special Issue on „Making Sense of Mutations requires Knowledge Management“, 5(6), Seite 1277-1296, 2007