Universität zu Köln

Journal Article

He, Kan, Liu, Xiaoming, Shahzad, Rahil, Reimer, Robert, Thiele, Frank, Niehoff, Julius, Wybranski, Christian, Bunck, Alexander C. C., Zhang, Huimao and Perkuhn, Michael (2021). Advanced Deep Learning Approach to Automatically Segment Malignant Tumors and Ablation Zone in the Liver With Contrast-Enhanced CT. Front. Oncol., 11. LAUSANNE: FRONTIERS MEDIA SA. ISSN 2234-943X

Juenger, Stephanie T., Hoyer, Ulrike Cornelia Isabel, Schaufler, Diana, Laukamp, Kai Roman, Goertz, Lukas, Thiele, Frank, Grunz, Jan-Peter, Schlamann, Marc, Perkuhn, Michael, Kabbasch, Christoph, Persigehl, Thorsten, Grau, Stefan ORCID: 0000-0002-9742-527X, Borggrefe, Jan ORCID: 0000-0003-2908-7560, Scheffler, Matthias, Shahzad, Rahil and Pennig, Lenhard (2021). Fully Automated MR Detection and Segmentation of Brain Metastases in Non-small Cell Lung Cancer Using Deep Learning. J. Magn. Reson. Imaging, 54 (5). S. 1608 - 1623. HOBOKEN: WILEY. ISSN 1522-2586

Laukamp, Kai Roman ORCID: 0000-0002-5600-5914, Pennig, Lenhard, Thiele, Frank, Reimer, Robert, Goertz, Lukas, Shakirin, Georgy, Zopfs, David ORCID: 0000-0001-9978-7453, Timmer, Marco, Perkuhn, Michael and Borggrefe, Jan ORCID: 0000-0003-2908-7560 . Automated Meningioma Segmentation in Multiparametric MRI Comparable Effectiveness of a Deep Learning Model and Manual Segmentation. Clin. Neuroradiol.. HEIDELBERG: SPRINGER HEIDELBERG. ISSN 1869-1447

Laukamp, Kai Roman, Shakirin, Georgy, Baessler, Bettina ORCID: 0000-0002-3244-3864, Thiele, Frank, Zopfs, David ORCID: 0000-0001-9978-7453, Hokamp, Nils Grosse, Timmer, Marco, Kabbasch, Christoph ORCID: 0000-0003-3712-2258, Perkuhn, Michael and Borggrefe, Jan ORCID: 0000-0003-2908-7560 (2019). Accuracy of Radiomics-Based Feature Analysis on Multiparametric Magnetic Resonance Images for Noninvasive Meningioma Grading. World Neurosurg., 132. S. E366 - 25. NEW YORK: ELSEVIER SCIENCE INC. ISSN 1878-8769

Laukamp, Kai Roman, Thiele, Frank, Shakirin, Georgy, Zopfs, David ORCID: 0000-0001-9978-7453, Faymonville, Andrea, Timmer, Marco, Maintz, David, Perkuhn, Michael and Borggrefe, Jan ORCID: 0000-0003-2908-7560 (2019). Fully automated detection and segmentation of meningiomas using deep learning on routine multiparametric MRI. Eur. Radiol., 29 (1). S. 124 - 133. NEW YORK: SPRINGER. ISSN 1432-1084

Meng, Fanyang, Kottlors, Jonathan, Shahzad, Rahil, Liu, Haifeng, Fervers, Philipp, Jin, Yinhua, Rinneburger, Miriam, Le, Dou, Weisthoff, Mathilda, Liu, Wenyun, Ni, Mengzhe, Sun, Ye, An, Liying, Huai, Xiaochen, More, Dorottya, Giannakis, Athanasios, Kaltenborn, Isabel, Bucher, Andreas, Maintz, David, Zhang, Lei, Thiele, Frank, Li, Mingyang, Perkuhn, Michael, Zhang, Huimao and Persigehl, Thorsten . AI support for accurate and fast radiological diagnosis of COVID-19: an international multicenter, multivendor CT study. Eur. Radiol.. NEW YORK: SPRINGER. ISSN 1432-1084

Pennig, Lenhard, Hoyer, Ulrike Cornelia Isabel, Goertz, Lukas, Shahzad, Rahil, Persigehl, Thorsten, Thiele, Frank, Perkuhn, Michael, Ruge, Maximilian, I, Kabbasch, Christoph, Borggrefe, Jan ORCID: 0000-0003-2908-7560, Caldeira, Liliana and Laukamp, Kai Roman (2021). Primary Central Nervous System Lymphoma: Clinical Evaluation of Automated Segmentation on MultiparametricMRIUsing Deep Learning. J. Magn. Reson. Imaging, 53 (1). S. 259 - 269. HOBOKEN: WILEY. ISSN 1522-2586

Pennig, Lenhard, Hoyer, Ulrike Cornelia Isabel, Krauskopf, Alexandra, Shahzad, Rahil, Juenger, Stephanie T., Thiele, Frank, Laukamp, Kai Roman, Grunz, Jan-Peter, Perkuhn, Michael, Schlamann, Marc, Kabbasch, Christoph, Borggrefe, Jan ORCID: 0000-0003-2908-7560 and Goertz, Lukas (2021). Deep learning assistance increases the detection sensitivity of radiologists for secondary intracranial aneurysms in subarachnoid hemorrhage. Neuroradiology, 63 (12). S. 1985 - 1995. NEW YORK: SPRINGER. ISSN 1432-1920

Pennig, Lenhard, Thiele, Frank, Goertz, Lukas, Laukamp, Kai Roman ORCID: 0000-0002-5600-5914, Perkuhn, Michael, Kabbasch, Christoph, Schlamann, Marc, Fink, Gereon Rudolf and Borggrefe, Jan ORCID: 0000-0003-2908-7560 (2020). Comparison of Accuracy of Arrival-Time-Insensitive and Arrival-Time-Sensitive CTP Algorithms for Prediction of Infarct Tissue Volumes. Sci Rep, 10 (1). LONDON: NATURE PUBLISHING GROUP. ISSN 2045-2322

Perkuhn, Michael, Stavrinou, Pantelis ORCID: 0000-0001-8653-1395, Thiele, Frank, Shakirin, Georgy, Mohan, Manoj, Garmpis, Dionysios, Kabbasch, Christoph and Borggrefe, Jan ORCID: 0000-0003-2908-7560 (2018). Clinical Evaluation of a Multiparametric Deep Learning Model for Glioblastoma Segmentation Using Heterogeneous Magnetic Resonance Imaging Data From Clinical Routine. Invest. Radiol., 53 (11). S. 647 - 655. PHILADELPHIA: LIPPINCOTT WILLIAMS & WILKINS. ISSN 1536-0210