Tack, Alexander

Position:

Guest

Room:

4301

Division:

Mathematics of Complex Systems

Department:

Visual and Data-Centric Computing

Research group:

Computational Diagnosis and Therapy Planning

Mail:

tack

zib.de

Phone:

+49 30 841 85 - 479

Fax:

+49 30 841 85 - 107

Projects

Member

Analysis and quantification of morphological and structural changes in cartilage

Image-based Analysis of in vivo Knee Dynamics

Publications

2021 2020 2019 2018 2017 2016 2015

2021
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	BibTeX
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, 2021 (accepted for publication, preprint available as ZIB-Report 21-33)	PDF (ZIB-Report) BibTeX
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	PDF BibTeX DOI
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	BibTeX DOI
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	BibTeX DOI
Laura Estacio, Moritz Ehlke, Alexander Tack, Eveling Castro-Gutierrez, Hans Lamecker, Rensso Mora, Stefan Zachow	Unsupervised Detection of Disturbances in 2D Radiographs	IEEE 18th International Symposium on Biomedical Imaging (ISBI 2021), pp. 367-370, 2021	BibTeX
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	BibTeX DOI
2020
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	PDF BibTeX arXiv
2019
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) BibTeX
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	PDF BibTeX URN
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) BibTeX DOI
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)	BibTeX DOI
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	PDF BibTeX URN
2018
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	PDF BibTeX
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)	PDF (ZIB-Report) BibTeX DOI
Alexander Tack, Anirban Mukhopadhyay, Stefan Zachow	Knee Menisci Segmentation using Convolutional Neural Networks: Data from the Osteoarthritis Initiative (Supplementary Material)	2018	BibTeX DOI
2017
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	BibTeX
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)	PDF (ZIB-Report) BibTeX URN
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	PDF BibTeX DOI
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	PDF BibTeX DOI
2016
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	PDF BibTeX arXiv
2015
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	PDF BibTeX DOI
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	PDF BibTeX
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	BibTeX