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| 2019 | Accuracy of registration algorithms in subtraction CT of the lungs: A digital phantom study
Grob, D.; Oostveen, L.; Rühaak, J.; Heldmann, S.; Mohr, B.; Michielsen, K.; Dorn, S.; Prokop, M.; Kachelrieß, M.; Brink, M.; Sechopoulos, I. | Journal Article |
| 2019 | ALICE - Artificial Intelligence Catheter. Towards Autonomous Closed Loop Control of Passive Endovascular Catheters Based on Deep Reinforcement Learning
Karstensen, Lennart; Pusch, Tim Philipp; Siegfarth, Marius; Behr, Tobias; Hüsener, Dominik; Pätz, Torben; Strehlow, Jan | Poster |
| 2019 | Automated density-based counting of FISH amplification signals for HER2 status assessment
Höfener, H.; Homeyer, A.; Förster, M.; Drieschner, N.; Schildhaus, H.-U.; Hahn, H.K. | Journal Article |
| 2019 | Automated Fetal Head Detection and Circumference Estimation from Free-Hand Ultrasound Sweeps Using Deep Learning in Resource-Limited Countries
Heuvel, T.L.A. van den; Petros, H.; Santini, S.; Korte, C.L. de; Ginneken, B. van | Journal Article |
| 2019 | Automatic and efficient MRI-US segmentations for improving intraoperative image fusion in image-guided neurosurgery
Nitsch, J.; Klein, J.; Dammann, P.; Wrede, K.; Gembruch, O.; Moltz, J.H.; Meine, H.; Sure, U.; Kikinis, R.; Miller, D. | Journal Article |
| 2019 | Biomechanical modeling and computer simulation of the brain during neurosurgery
Miller, K.; Joldes, G.R.; Bourantas, G.; Warfield, S.K.; Hyde, D.E.; Kikinis, R.; Wittek, A. | Journal Article |
| 2019 | Cerebral sodium (23Na) magnetic resonance imaging in patients with migraine - a case-control study
Meyer, M.M.; Schmidt, A.; Benrath, J.; Konstandin, S.; Pilz, L.R.; Harrington, M.G.; Budjan, J.; Meyer, M.; Schad, L.R.; Schoenberg, S.O.; Haneder, S. | Journal Article |
| 2019 | Computer-aided analysis of PCMRI flow data
Drexl, J.
: Hahn, H.K.; Preußer, T.; Markl, M. | Dissertation |
| 2019 | Design and evaluation of an eye tracking support system for the scrub nurse
Unger, M.; Black, D.; Fischer, N.M.; Neumuth, T.; Glaser, B. | Journal Article |
| 2019 | Design and Evaluation of Information Bottleneck LDPC Decoders for Digital Signal Processors
Lewandowsky, J.; Bauch, G.; Tschauner, M.; Oppermann, P. | Journal Article |
| 2019 | Design of a joint research data platform
Talbot, S.R.; Bruch, S.; Kießling, F.; Marschollek, M.; Jandric, B.; Tolba, R.H.; Bleich, A. | Journal Article |
| 2019 | Dynamics of brain perfusion and cognitive performance in revascularization of carotid artery stenosis
Schröder, J.; Heinze, M.; Günther, M.; Cheng, B.; Nickel, A.; Schröder, T.; Fischer, F.; Kessner, S.S.; Magnus, T.; Fiehler, J.; Larena-Avellaneda, A.; Gerloff, C.; Thomalla, G. | Journal Article |
| 2019 | Effect of MRI-based semiautomatic size-assessment in cerebral metastases on the RANO-BM classification
Bauknecht, H.-C.; Klingebiel, R.; Hein, P.; Wolf, C.; Bornemann, L.; Siebert, E.; Bohner, G. | Journal Article |
| 2019 | Elevated diastolic wall shear stress in regurgitant semilunar valvular lesions
Rizk, J.; Latus, H.; Shehu, N.; Mkrtchyan, N.; Zimmermann, J.; Martinoff, S.; Ewert, P.; Hennemuth, A.; Stern, H.; Meierhofer, C. | Journal Article |
| 2019 | Epithelium segmentation using deep learning in H&E-stained prostate specimens with immunohistochemistry as reference standard
Bulten, W.; Bandi, P.; Hoven, J.; Loo, R. van de; Lotz, J.; Weiss, N.; Laak, J. van der; Ginneken, B. van; Hulsbergen-van de Kaa, C.; Litjens, G. | Journal Article |
| 2019 | Fluoroscopic guided tunnel placement during medial patellofemoral ligament reconstruction is not accurate in patients with severe trochlear dysplasia
Izadpanah, K.; Meine, H.; Kubosch, J.; Lang, G.; Fuchs, A.; Maier, D.; Ogon, P.; Südkamp, N.P.; Feucht, M.J. | Journal Article |
| 2019 | Fraunhofer-Institute for Medical Image Computing. Annual Report 2018
| Annual Report |
| 2019 | Fully automatic catheter segmentation in MRI with 3D convolutional neural networks: application to MRI-guided gynecologic brachytherapy
Zaffino, P.; Pernelle, G.; Mastmeyer, A.; Mehrtash, A.; Zhang, H.T.; Kikinis, R.; Kapur, T.; Spadea, M.F. | Journal Article |
| 2019 | Generation and visual exploration of medical flow data: Survey, research trends and future challenges
Oeltze-Jafra, S.; Meuschke, M.; Neugebauer, M.; Saalfeld, S.; Lawonn, K.; Janiga, G.; Hege, H.-C.; Zachow, S.; Preim, B. | Journal Article |
| 2019 | Hemodynamics of cerebral veins analyzed by 2d and 4d flow mri and ultrasound in healthy volunteers and patients with multiple sclerosis
Schuchardt, F.F.; Kaller, C.P.; Strecker, C.; Lambeck, J.; Wehrum, T.; Hennemuth, A.; Anastasopoulos, C.; Mader, I.; Harloff, A. | Journal Article |
| 2019 | MALDI‐Imaging for Classification of Epithelial Ovarian Cancer Histotypes from a Tissue Microarray Using Machine Learning Methods
Klein, O.; Kanter, F.; Kulbe, H.; Jank, P.; Denkert, C.; Nebrich, G.; Schmitt, W.D.; Wu, Z.; Kunze, C.A.; Sehouli, J.; Darb-Esfahani, S.; Braicu, I.; Lellmann, J.; Thiele, H.; Taube, E.T. | Journal Article |
| 2019 | Molecular imaging unravels cerebral malaria
Kiessling, F. | Journal Article |
| 2019 | MRI atlas of the human deep brain
Lemaire, J.-J.; Salles, A. de; Coll, G.; El Ouadih, Y.; Chaix, R.; Coste, J.; Durif, F.; Makris, N.; Kikinis, R. | Journal Article |
| 2019 | Multimodal image registration for liver radioembolization planning and patient assessment
Spahr, N.; Thoduka, S.; Abolmaali, N.; Kikinis, R.; Schenk, A. | Journal Article |
| 2019 | Nanomedicine and macroscale materials in immuno-oncology
Sun, Q.; Barz, M.; Geest, B.G. de; Diken, M.; Hennink, W.E.; Kiessling, F.; Lammers, T.; Shi, Y. | Journal Article |
| 2019 | Neural-network-based automatic segmentation of cerebral ultrasound images for improving image-guided neurosurgery
Nitsch, J.; Klein, J.; Moltz, J.H.; Miller, D.; Sure, U.; Kikinis, R.; Meine, H. | Conference Paper |
| 2019 | Non-contrast-enhanced magnetic resonance imaging for visualization and quantification of endovascular aortic prosthesis, their endoleaks and aneurysm sacs at 1.5 T
Salehi Ravesh, M.; Langguth, P.; Pfarr, J.A.; Schupp, J.; Trentmann, J.; Koktzoglou, I.; Edelman, R.R.; Graessner, J.; Greiser, A.; Hautemann, D.; Hennemuth, A.; Both, M.; Jansen, O.; Hövener, J.-B.; Schäfer, J.P. | Journal Article |
| 2019 | A non-invasive hybrid PET/MR approach to quantify CBF: translating to clinical studies
Ssali, T.; Narciso, L.; Hicks, J.; Anazodo, U.; Finger, E.; Kovacs, M.S.; Guenther, M.; Prato, F.; St Lawrence, K. | Abstract |
| 2019 | Portable and platform-independent MR pulse sequence programs
Cordes, C.; Konstandin, S.; Porter, D.; Günther, M. | Journal Article |
| 2019 | Predicting all-cause and lung cancer mortality using emphysema score progression rate between baseline and follow-up chest CT images: A comparison of risk model performances
Schreuder, A.; Jacobs, C.; Gallardo-Estrella, L.; Prokop, M.; Schaefer-Prokop, C.M.; Ginneken, B. van | Journal Article |
| 2019 | Prospective motion correction in functional MRI using simultaneous multislice imaging and multislice-to-volume image registration
Hoinkiss, D.C.; Erhard, P.; Breutigam, N.-J.; Samson-Himmelstjerna, F. von; Günther, M.; Porter, D.A. | Journal Article |
| 2019 | Publisher Correction: Model-Based Therapy Planning Allows Prediction of Haemodynamic Outcome after Aortic Valve Replacement (vol 7, Art. 9897, 2018)
Kelm, M.; Goubergrits, L.; Bruening, J.; Yevtushenko, P.; Fernandes, J.F.; Sündermann, S.H.; Berger, F.; Falk, V.; Kuehne, T.; Nordmeyer, S.; Hennemuth, A.; Mirzae, H.; Neugebauer, M. | Journal Article |
| 2019 | Quantification of patellofemoral cartilage deformation and contact area changes in response to static loading via high-resolution MRI with prospective motion correction
Lange, T.; Taghizadeh, E.; Knowles, B.R.; Südkamp, N.P.; Zaitsev, M.; Meine, H.; Izadpanah, K. | Journal Article |
| 2019 | Quantitative and qualitative methods for efficient evaluation of multiple 3D organ segmentations
Dicken, V.; Hänsch, A.; Moltz, J.; Haas, B.; Coradi, T.; Morgas, T.; Klein, J. | Conference Paper |
| 2019 | Quantitative CT analysis in patients with pulmonary emphysema: Is lung function influenced by concomitant unspecific pulmonary fibrosis?
Feldhaus, F.W.; Theilig, D.C.; Hubner, R.-H.; Kuhnigk, J.-M.; Neumann, K.; Doellinger, F. | Journal Article |
| 2019 | Quantitative imaging biomarkers alliance (QIBA) recommendations for improved precision of DWI and DCE-MRI derived biomarkers in multicenter oncology trials
Shukla-Dave, A.; Obuchowski, N.A.; Chenevert, T.L.; Jambawalikar, S.; Schwartz, L.H.; Malyarenko, D.; Huang, W.; Noworolski, S.M.; Young, R.J.; Shiroishi, M.S.; Kim, H.; Coolens, C.; Laue, H.; Chung, C.; Rosen, M.; Boss, M.; Jackson, E.F. | Journal Article |
| 2019 | Radiofrequency transmit calibration: A multi-center evaluation of vendor-provided radiofrequency transmit mapping methods
Bliesener, Y.; Zhong, X.; Guo, Y.; Boss, M.; Bosca, R.; Laue, H.; Chung, C.; Sung, K.; Nayak, K.S. | Journal Article |
| 2019 | Reducing inter-observer variability and interaction time of MR liver volumetry by combining automatic CNN-based liver segmentation and manual corrections
Chlebus, G.; Meine, H.; Thoduka, S.; Abolmaali, N.; Ginneken, B. van; Hahn, H.K.; Schenk, A. | Journal Article |
| 2019 | Relationship between upper cervical cord atrophy and focal lesions and whole-brain atrophy in relapsing remitting multiple sclerosis: 3-year follow-up from INSPIRATION-MRI
Gregori, J.; Hoffmann, S.; Treiber, M.; Weiler, F.; Heldmann, S.; Klein, J.; Topphoff, U.S.; Gass, A. | Abstract |
| 2019 | Repeatability and reproducibility of cerebral 23Na imaging in healthy subjects
Meyer, M.M.; Haneder, S.; Konstandin, S.; Budjan, J.; Morelli, J.N.; Schad, L.R.; Kerl, H.U.; Schoenberg, S.O.; Kabbasch, C. | Journal Article |
| 2019 | Repeatability of Multiparametric Prostate MRI Radiomics Features
Schwier, M.; Griethuysen, J. van; Vangel, M.G.; Pieper, S.; Peled, S.; Tempany, C.; Aerts, H.J.W.L.; Kikinis, R.; Fennessy, F.M.; Fedorov, A. | Journal Article |
| 2019 | Review of first clinical experiences with a 1.5 Tesla ceiling-mounted moveable intraoperative MRI system in Europe
Feigl, G.C.; Heckl, S.; Kullmann, M.; Filip, Z.; Decker, K.; Klein, J.; Ernemann, U.; Tatagiba, M.; Velnar, T.; Ritz, R. | Journal Article |
| 2019 | Segmentation-based registration of ultrasound volumes for glioma resection in image-guided neurosurgery
Canalini, L.; Klein, J.; Miller, D.; Kikinis, R. | Journal Article |
| 2019 | Temporal evolution of acute multiple sclerosis lesions on serial sodium (23Na) MRI
Eisele, P.; Konstandin, S.; Szabo, K.; Ebert, A.; Roßmanith, C.; Paschke, N.; Kerschensteiner, M.; Platten, M.; Schoenberg, S.O.; Schad, L.R.; Gass, A. | Journal Article |
| 2019 | Time-resolved 3-dimensional magnetic resonance phase contrast imaging (4D Flow MRI) reveals altered blood flow patterns in the ascending aorta of patients with valve-sparing aortic root replacement
Oechtering, T.H.; Sieren, M.M.; Hunold, P.; Hennemuth, A.; Huellebrand, M.; Scharfschwerdt, M.; Richardt, D.; Sievers, H.-H.; Barkhausen, J.; Frydrychowicz, A. | Journal Article |
| 2019 | Tractography Verified by Intraoperative Magnetic Resonance Imaging and Subcortical Stimulation During Tumor Resection Near the Corticospinal Tract
Münnich, T.; Klein, J.; Hattingen, E.; Noack, A.; Herrmann, E.; Seifert, V.; Senft, C.; Forster, M.T. | Journal Article |
| 2019 | Uncertainty-aware asynchronous scattered motion interpolation using Gaussian process regression
Kocev, B.; Hahn, H.K.; Linsen, L.; Wells, W.M.; Kikinis, R. | Journal Article |
| 2019 | Uncertainty-aware visual analysis of radiofrequency ablation simulations
Ristovski, G.; Garbers, N.; Hahn, H.K.; Preusser, T.; Linsen, L. | Journal Article |
| 2019 | Unsupervised learning for large motion thoracic CT follow-up registration
Hering, A.; Heldmann, S. | Conference Paper |
| 2019 | User-dependent variability in mitral valve segmentation and its impact on CFD-computed hemodynamic parameters
Vellguth, K.; Brüning, J.; Tautz, L.; Degener, F.; Wamala, I.; Sündermann, S.; Kertzscher, U.; Kuehne, T.; Hennemuth, A.; Falk, V.; Goubergrits, L. | Journal Article |
| 2019 | Virtual downsizing for decision support in mitral valve repair
Neugebauer, M.; Tautz, L.; Hüllebrand, M.; Sündermann, S.; Degener, F.; Goubergrits, L.; Kühne, T.; Falk, V.; Hennemuth, A. | Journal Article |
| 2018 | 3D-Bildgebung und virtuelle Operationsplanung.
Stavrou, G.A.; Schenk, A.; Oldhafer, K.J. | Book Article |
| 2018 | Acquisition and Processing Techniques for Image-Based Prospective Motion Correction in Magnetic Resonance Imaging
Hoinkiss, D.C. | Dissertation |
| 2018 | Age-related changes of right atrial morphology and inflow pattern assessed using 4D flow cardiovascular magnetic resonance: results of a population-based study
Wehrum, T.; Lodemann, T.; Hagenlocher, P.; Stuplich, J.; Ngo, B.T.T.; Grundmann, S.; Hennemuth, A.; Hennig, J.; Harloff, A. | Journal Article |
| 2018 | Analyse hochdimensionaler MALDI-Daten mittels Convolutional Neural Networks
Neiden, M. | Master Thesis |
| 2018 | An annotated test-retest collection of prostate multiparametric MRI
Fedorov, A.; Schwier, M.; Clunie, D.; Herz, C.; Pieper, S.; Kikinis, R.; Tempany, C.; Fennessy, F. | Journal Article |
| 2018 | Arterial Spin Labeling Cerebral Perfusion Magnetic Resonance Imaging in Migraine Aura: An Observational Study
Wolf, M.E.; Okazaki, S.; Eisele, P.; Rossmanith, C.; Gregori, J.; Griebe, M.; Günther, M.; Gass, A.; Hennerici, M.G.; Szabo, K.; Kern, R. | Journal Article |