Tack, Alexander

Position:
Guest
Room:
4301
Division:
Department:
Research group:
Mail:
tack
zib.de

Phone:
+49 30 841 85 - 479
Fax:
+49 30 841 85 - 107
Publications
2021
2020
2019
2018
2017
2016
2015
2021 |
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Alexey Shestakov | A Deep Learning Method for Automated Detection of Meniscal Tears in Meniscal Sub-Regions in 3D MRI Data | Master's thesis, Freie Universität Berlin, Tack Alexander, Zachow Stefan (Advisors), 2021 |
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Alexander Tack, Alexey Shestakov, David Lüdke, Stefan Zachow | A deep multi-task learning method for detection of meniscal tears in MRI data from the Osteoarthritis Initiative database | Frontiers in Bioengineering and Biotechnology, section Biomechanics, pp. 28-41, 2021 (preprint available as ZIB-Report 21-33) |
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Alexander Tack, Bernhard Preim, Stefan Zachow | Fully automated Assessment of Knee Alignment from Full-Leg X-Rays employing a "YOLOv4 And Resnet Landmark regression Algorithm" (YARLA): Data from the Osteoarthritis Initiative | Computer Methods and Programs in Biomedicine, 205(106080), 2021 |
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Alexander Tack, Felix Ambellan, Stefan Zachow | Towards novel osteoarthritis biomarkers: Multi-criteria evaluation of 46,996 segmented knee MRI data from the Osteoarthritis Initiative | PLOS One, 16(10), 2021 |
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Alexander Tack, Felix Ambellan, Stefan Zachow | Towards novel osteoarthritis biomarkers: Multi-criteria evaluation of 46,996 segmented knee MRI data from the Osteoarthritis Initiative (Supplementary Material) | PLOS One, 16(10), 2021 |
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Laura Estacio, Moritz Ehlke, Alexander Tack, Eveling Castro-Gutierrez, Hans Lamecker, Rensso Mora, Stefan Zachow | Unsupervised Detection of Disturbances in 2D Radiographs | 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), pp. 367-370, 2021 |
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Anjany Sekuboyina, Malek E. Husseini, Amirhossein Bayat, Maximilian Löffler, Hans Liebl, Hongwei Li, Giles Tetteh, Jan Kukačka, Christian Payer, Darko Štern, Martin Urschler, Maodong Chen, Dalong Cheng, Nikolas Lessmann, Yujin Hu, Tianfu Wang, Dong Yang, Daguang Xu, Felix Ambellan, Tamaz Amiranashvili, Moritz Ehlke, Hans Lamecker, Sebastian Lehnert, Marilia Lirio, Nicolás Pérez de Olaguer, Heiko Ramm, Manish Sahu, Alexander Tack, Stefan Zachow, Tao Jiang, Xinjun Ma, Christoph Angerman, Xin Wang, Kevin Brown, Alexandre Kirszenberg, Élodie Puybareau, Di Chen, Yiwei Bai, Brandon H. Rapazzo, Timyoas Yeah, Amber Zhang, Shangliang Xu, Feng Hou, Zhiqiang He, Chan Zeng, Zheng Xiangshang, Xu Liming, Tucker J. Netherton, Raymond P. Mumme, Laurence E. Court, Zixun Huang, Chenhang He, Li-Wen Wang, Sai Ho Ling, Lê Duy Huynh, Nicolas Boutry, Roman Jakubicek, Jiri Chmelik, Supriti Mulay, Mohanasankar Sivaprakasam, Johannes C. Paetzold, Suprosanna Shit, Ivan Ezhov, Benedikt Wiestler, Ben Glocker, Alexander Valentinitsch, Markus Rempfler, Björn H. Menze, Jan S. Kirschke | VerSe: A Vertebrae labelling and segmentation benchmark for multi-detector CT images | Medical Image Analysis, Vol.73, 2021 |
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2020 |
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Anjany Sekuboyina, Amirhossein Bayat, Malek E. Husseini, Maximilian Löffler, Hongwei Li, Giles Tetteh, Jan Kukačka, Christian Payer, Darko Štern, Martin Urschler, Maodong Chen, Dalong Cheng, Nikolas Lessmann, Yujin Hu, Tianfu Wang, Dong Yang, Daguang Xu, Felix Ambellan, Tamaz Amiranashvili, Moritz Ehlke, Hans Lamecker, Sebastian Lehnert, Marilia Lirio, Nicolás Pérez de Olaguer, Heiko Ramm, Manish Sahu, Alexander Tack, Stefan Zachow, Tao Jiang, Xinjun Ma, Christoph Angerman, Xin Wang, Qingyue Wei, Kevin Brown, Matthias Wolf, Alexandre Kirszenberg, Élodie Puybareau, Alexander Valentinitsch, Markus Rempfler, Björn H. Menze, Jan S. Kirschke | VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images | arXiv, 2020 |
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2019 |
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Alexander Tack, Stefan Zachow | Accurate Automated Volumetry of Cartilage of the Knee using Convolutional Neural Networks: Data from the Osteoarthritis Initiative | IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), pp. 40-43, 2019 (preprint available as ZIB-Report 19-05) |
PDF (ZIB-Report)
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Henok Hagos Gidey | Automated Hip Knee Ankle Angle Determination using Convolutional Neural Networks | Master's thesis, Otto-von-Guericke-Universität Magdeburg, Felix Ambellan, Alexander Tack, Stefan Zachow (Advisors), 2019 |
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Felix Ambellan, Alexander Tack, Moritz Ehlke, Stefan Zachow | Automated Segmentation of Knee Bone and Cartilage combining Statistical Shape Knowledge and Convolutional Neural Networks: Data from the Osteoarthritis Initiative | Medical Image Analysis, 52(2), pp. 109-118, 2019 (preprint available as ZIB-Report 19-06) |
PDF (ZIB-Report)
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Felix Ambellan, Alexander Tack, Moritz Ehlke, Stefan Zachow | Automated Segmentation of Knee Bone and Cartilage combining Statistical Shape Knowledge and Convolutional Neural Networks: Data from the Osteoarthritis Initiative (Supplementary Material) | Medical Image Analysis, 52(2), pp. 109-118, 2019 (OAI-ZIB dataset) |
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Mona Prendke | Comparison of 2D and 3D CNNs for Classification of Knee MRI | Bachelor's thesis, Freie Universität Berlin, Alexander Tack, Felix Ambellan (Advisors), 2019 |
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2018 |
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Felix Ambellan, Alexander Tack, Moritz Ehlke, Stefan Zachow | Automated Segmentation of Knee Bone and Cartilage combining Statistical Shape Knowledge and Convolutional Neural Networks: Data from the Osteoarthritis Initiative | Medical Imaging with Deep Learning, 2018 |
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Alexander Tack, Anirban Mukhopadhyay, Stefan Zachow | Knee Menisci Segmentation using Convolutional Neural Networks: Data from the Osteoarthritis Initiative | Osteoarthritis and Cartilage, 26(5), pp. 680-688, 2018 (preprint available as ZIB-Report 18-15) |
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Alexander Tack, Anirban Mukhopadhyay, Stefan Zachow | Knee Menisci Segmentation using Convolutional Neural Networks: Data from the Osteoarthritis Initiative (Supplementary Material) | 2018 |
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2017 |
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Gutha Vaishnavi Reddy | Automatic Classification of 3D MRI data using Deep Convolutional Neural Networks | Master's thesis, Otto-von-Guericke-Universität Magdeburg, Stefan Zachow, Alexander Tack (Advisors), 2017 |
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Felix Ambellan, Alexander Tack, Dave Wilson, Carolyn Anglin, Hans Lamecker, Stefan Zachow | Evaluating two methods for Geometry Reconstruction from Sparse Surgical Navigation Data | Proceedings of the Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie (CURAC), pp. 24-30, Vol.16, 2017 (preprint available as ZIB-Report 17-71) |
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Florian Bernard, Luis Salamanca, Johan Thunberg, Alexander Tack, Dennis Jentsch, Hans Lamecker, Stefan Zachow, Frank Hertel, Jorge Goncalves, Peter Gemmar | Shape-aware Surface Reconstruction from Sparse 3D Point-Clouds | Medical Image Analysis, Vol.38, pp. 77-89, 2017 |
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David Wilson, Carolyn Anglin, Felix Ambellan, Carl Martin Grewe, Alexander Tack, Hans Lamecker, Michael Dunbar, Stefan Zachow | Validation of three-dimensional models of the distal femur created from surgical navigation point cloud data for intraoperative and postoperative analysis of total knee arthroplasty | International Journal of Computer Assisted Radiology and Surgery, 12(12), pp. 2097-2105, 2017 |
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2016 |
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Florian Bernard, Luis Salamanca, Johan Thunberg, Alexander Tack, Dennis Jentsch, Hans Lamecker, Stefan Zachow, Frank Hertel, Jorge Goncalves, Peter Gemmar | Shape-aware Surface Reconstruction from Sparse Data | arXiv, p. 1602.08425v1, 2016 |
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2015 |
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Alexander Tack, Yuske Kobayashi, Tobias Gauer, Alexander Schlaefer, René Werner | Bewegungsfeldschätzung in artefaktbehafteten 4D-CT-Bilddaten: Vergleich von paar- und gruppenweiser Registrierung | 21st Annual Meeting of the German-Society-for-Radiation-Oncology, Vol.Supplement 1, pp. 65-65, Springer: Strahlentherapie und Onkologie, 191, 2015 |
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Alexander Tack, Yuske Kobayashi, Tobias Gauer, Alexander Schlaefer, René Werner | Groupwise Registration for Robust Motion Field Estimation in Artifact-Affected 4D CT Images | ICART: Imaging and Computer Assistance in Radiation Therapy: A workshop held on Friday 9th October as part of MICCAI 2015 in Munich, Germany. MICCAI workshop. 2015., pp. 18-25, 2015 |
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Alexander Tack | Gruppenweise Registrierung zur robusten Bewegungsfeldschätzung in artefaktbehafteten 4D-CT-Bilddaten | Master's thesis, Technische Universität Hamburg-Harburg, Alexander Schlaefer, Michael Morlock, René Werner (Advisors), 2015 |
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