Universität zu Köln

Article

Terzis, Robert ORCID: 0009-0007-1068-8477, Kaya, Kenan ORCID: 0009-0008-7625-3457, Schömig, Thomas ORCID: 0009-0001-7560-4285, Janssen, Jan Paul ORCID: 0000-0003-0980-4606, Iuga, Andra-Iza ORCID: 0000-0002-3694-0235, Kottlors, Jonathan ORCID: 0000-0001-5021-6895, Lennartz, Simon ORCID: 0009-0000-7189-3764, Gietzen, Carsten ORCID: 0000-0002-2354-3847, Gözdas, Cansin, Müller, Lukas ORCID: 0000-0002-8626-4044, Hahnfeldt, Robert ORCID: 0000-0001-7997-3216, Maintz, David ORCID: 0000-0002-8942-3776, Dratsch, Thomas ORCID: 0000-0003-4014-7763 and Pennig, Lenhard ORCID: 0000-0002-6606-9313 (2025). GPT-4 for automated sequence-level determination of MRI protocols based on radiology request forms from clinical routine. European Radiology, 36 (2). pp. 1541-1552. Springer Nature. ISSN 1432-1084

Nelles, Christian ORCID: 0000-0002-7351-7516, Rauen, Philip ORCID: 0000-0002-3849-6537, Meyer, Franziska, Dobrostal, Anja, Niederau, Pia Lena, Zaytoun, Hasan ORCID: 0000-0003-1025-2087, Weisthoff, Mathilda ORCID: 0000-0001-6536-3898, Bernard, Pascale, Heneweer, Carola, Dratsch, Thomas ORCID: 0000-0003-4014-7763, Maintz, David ORCID: 0000-0002-8942-3776, Kottlors, Jonathan ORCID: 0000-0001-5021-6895, Kreuzberg, Nicole, Große Hokamp, Nils ORCID: 0000-0001-7928-0487, Zopfs, David ORCID: 0000-0001-9978-7453, Persigehl, Thorsten ORCID: 0000-0001-5928-4405 and Lennartz, Simon ORCID: 0000-0001-7202-398X (2025). Spectral CT imaging for assessment of metastases in melanoma patients: multi-reader evaluation. Cancer Imaging, 25 (1). pp. 1-11. Springer Nature. ISSN 1470-7330

Janssen, Jan Paul ORCID: 0000-0003-0980-4606, Kaya, Kenan ORCID: 0009-0008-7625-3457, Terzis, Robert ORCID: 0009-0007-1068-8477, Hahnfeldt, Robert ORCID: 0000-0001-7997-3216, Gertz, Roman Johannes ORCID: 0000-0002-6414-4105, Goertz, Lukas ORCID: 0000-0002-2620-7611, Skornitzke, Stephan, Tristram, Juliana, Dratsch, Thomas ORCID: 0000-0003-4014-7763, Goezdas, Cansin, Kabbasch, Christoph ORCID: 0000-0003-3712-2258, Weiss, Kilian, Pennig, Lenhard ORCID: 0000-0002-6606-9313 and Gietzen, Carsten Herbert ORCID: 0000-0002-2354-3847 (2025). Sub-1-min relaxation-enhanced non-contrast non-triggered cervical MRA using compressed SENSE with deep learning reconstruction in healthy volunteers. European Radiology Experimental, 9 (1). Springer Nature. ISSN 2509-9280

Dratsch, Thomas ORCID: 0000-0003-4014-7763, Siedek, Florian ORCID: 0000-0001-7144-2680, Zäske, Charlotte, Sonnabend, Kristina, Rauen, Philip, Terzis, Robert ORCID: 0009-0007-1068-8477, Hahnfeldt, Robert ORCID: 0000-0001-7997-3216, Maintz, David, Persigehl, Thorsten, Bratke, Grischa ORCID: 0000-0002-5696-9828 and Iuga, Andra-Iza ORCID: 0000-0002-3694-0235 (2023). Reconstruction of shoulder MRI using deep learning and compressed sensing: a validation study on healthy volunteers. European Radiology Experimental, 7 (1). p. 66. Springer Nature. ISSN 2509-9280

Bente, Gary, Roth, Daniel, Dratsch, Thomas ORCID: 0000-0003-4014-7763 and Kaspar, Kai ORCID: 0000-0002-5092-6798 (2016). Emotions of my kin: disambiguating expressive body movement in minimal groups. Culture and Brain, 4 (1). pp. 51-71. Springer. ISSN 2193-8652

Thesis

Dratsch, Thomas ORCID: 0000-0003-4014-7763 (2023). Praktische Anwendung von Deep Learning: Klassifizierung der häufigsten Röntgenbilder in einem PACS mit Hilfe eines neuronalen Netzwerkes. PhD thesis, Universität zu Köln.