Dr.-Ing. Benjamin Sackmann
Reutlingen Research Institute
- Biomechanik des Hörens
- Hochschulwettbewerb Wissenschaftsjahr 2019 zum Thema Künstliche Intelligenz "KI-HNO-BATTLE"
- Smarte Modellbasierte Hördiagnostik
- Modellierung und Simulation des Gehörs
- Validierung und Messung
Sackmann, Benjamin
2025 | |
| Sackmann, Benjamin (2025): Modellbasierte Diagnose von Mittelohrpathologien mittels Finite-Elemente Modellen und Maschinellem Lernen. (Dissertation, Universität Stuttgart, 2025) - Düren : Shaker Verlag. - 245 S. - ISBN: 978-3-8191-0254-7. - DOI: https://doi.org/10.2370/9783819102547 | BibTeX | RIS DOI |
2024 | |
| Sackmann, Benjamin; Winkler, Simon; Lauxmann, Michael (2024): Development of a stochastic finite element model for use in the diagnosis of middle-ear pathologies. - In: Biomedical Engineering / Biomedizinische Technik : Abstracts of the 58th Annual Meeting of the German Society of Biomedical Engineering, 18 - 20 September 2024, Stuttgart. - Berlin : De Gruyter. - 1 S. - DOI: https://doi.org/10.1515/bmt-2024-1002 | BibTeX | RIS DOIURN |
| Winkler, Simon; Sackmann, Benjamin; Priwitzer, Barbara; Lauxmann, Michael (2024): Exploring machine learning diagnostic decisions based on wideband immittance measurements for otosclerosis and disarticulation. - In: Journal of medical artificial intelligence 7. - S. 1-17. - DOI: https://doi.org/10.21037/jmai-24-10 | BibTeX | RIS DOIURN |
| Winkler, Simon; Sackmann, Benjamin; Priwitzer, Barbara; Lauxmann, Michael (2024): Interpreting XGB using LIME and SHAP for otosclerosis and disarticulation diagnosis. - In: Current directions in biomedical engineering 10 (4). - S. 677-681. - DOI: https://doi.org/10.1515/cdbme-2024-2166 | BibTeX | RIS DOIURN |
| Lauxmann, Michael; Viehl, Felix; Priwitzer, Barbara; Sackmann, Benjamin (2024): Preliminary results of classifying otosclerosis and disarticulation using a convolutional neural network trained with simulated wideband acoustic immittance data. - In: Heliyon 10 (12). - Artikelnummer: e32733. - 22 S. - DOI: https://doi.org/10.1016/j.heliyon.2024.e32733 | BibTeX | RIS DOIURN |
2022 | |
| Lauxmann, Michael; Burovikhin, Dmitrii; Sackmann, Benjamin; Dalhoff, Ernst (2022): Investigation of a new type of hearing aid device : the hearing contact lens®. - In: MEMRO 2022 : 9th international symposium on middle ear mechanics in research and otology, 21-25 June 2022, Boulder, CO, USA ; conference program and abstracts. - Boulder, Colorado : University of Colorado. - 1 S. - URL: https://medschool.cuanschutz.edu/docs/librariesprovider66/default-document-library/memro-program-abstract-booklet089df2e6302864d9a5bfff0a001ce385.pdf?sfvrsn=c7b596ba_2 | BibTeX | RIS |
| Sackmann, Benjamin; Lauxmann, Michael; Burovikhin, Dmitrii (2022): Model-based hearing diagnosis based on Monte-Carlo parameter estimation and artificial neural networks. - In: MEMRO 2022 : 9th international symposium on middle ear mechanics in research and otology, 21-25 June 2022, Boulder, CO, USA ; conference program and abstracts. - Boulder, Colorado : University of Colorado. - 1 S. - URL: https://medschool.cuanschutz.edu/docs/librariesprovider66/default-document-library/memro-program-abstract-booklet089df2e6302864d9a5bfff0a001ce385.pdf?sfvrsn=c7b596ba_2 | BibTeX | RIS |
| Sackmann, Benjamin; Eberhard, Peter; Lauxmann, Michael (2022): Parameter identification from normal and pathological middle ears using a tailored parameter identification algorithm. - In: Journal of biomechanical engineering 144 (3). - Artikelnummer: BIO-21-1101. - 13 S. - DOI: https://doi.org/10.1115/1.4052371 | BibTeX | RIS DOI |
| Effertz, Thomas; Bevis, Nicholas; Sackmann, Benjamin; Lauxmann, Michael; Beutner, Dirk (2022): Relevance of tympanic membrane lesion at different locations and of different sizes for the middle ear transfer function. - In: MEMRO 2022 : 9th international symposium on middle ear mechanics in research and otology, 21-25 June 2022, Boulder, CO, USA ; conference program and abstracts. - Boulder, Colorado : University of Colorado. - 1 S. - DOI: https://doi.org/10.34645/opus-3853 | BibTeX | RIS URNDOI |
| Burovikhin, Dmitrii; Lauxmann, Michael; Sackmann, Benjamin (2022): Virtual test environment for prostheses - coupled middle- and inner-ear model. - In: MEMRO 2022 : 9th international symposium on middle ear mechanics in research and otology, 21-25 June 2022, Boulder, CO, USA ; conference program and abstracts. - Boulder, Colorado : University of Colorado. - 1 S. - URL: https://medschool.cuanschutz.edu/docs/librariesprovider66/default-document-library/memro-program-abstract-booklet089df2e6302864d9a5bfff0a001ce385.pdf?sfvrsn=c7b596ba_2 | BibTeX | RIS |
2021 | |
| Warnholtz, Birthe; Schär, Merlin; Sackmann, Benjamin; Lauxmann, Michael; Chatzimichalis, Michail; Prochazka, Lukas; Dobrev, Ivo; Huber, Alexander; Sim, Jae Hoon (2021): Contribution of the flexible incudo-malleal joint to middle-ear sound transmission under static pressure loads. - In: Hearing research 406. - Artikelnummer: 108272. - S. 1-10. - DOI: https://doi.org/10.1016/j.heares.2021.108272 | BibTeX | RIS DOIURN |
| Bevis, Nicholas; Sackmann, Benjamin; Effertz, Thomas; Lauxmann, Michael; Beutner, Dirk (2021): The impact of tympanic membrane perforations on middle ear transfer function. - In: European archives of oto-rhino-laryngology and head & neck : official journal of the European Federation of Oto-Rhino-Laryngological Societies (EUFOS) . - 8 S. - DOI: https://doi.org/10.1007/s00405-021-07078-9 | BibTeX | RIS DOIURN |
2020 | |
| Sackmann, Benjamin; Warnholtz, Birthe; Sim, Jae Hoon; Burovikhin, Dmitrii; Dalhoff, Ernst; Eberhard, Peter; Lauxmann, Michael (2020): Investigation of tympanic membrane influences on middle-ear impedance measurements and simulations. - In: Multibody dynamics 2019 : proceedings of the 9th ECCOMAS Conference on Multibody Dynamics. - (Computational methods in applied sciences ; 53). - Cham : Springer. - S. 3-10. - DOI: https://doi.org/10.1007/978-3-030-23132-3_1 | BibTeX | RIS DOI |
2019 | |
| Burovikhin, Dmitrii; Sackmann, Benjamin; Schär, Merlin; Sim, Jae Hoon; Eberhard, Peter; Lauxmann, Michael (2019): Investigation of inhomogeneous stiffness and damping characteristics of the human stapedial annular ligament. - In: Multibody dynamics 2019 : proceedings of the 9th ECCOMAS Thematic Conference on Multibody Dynamics. - (Computational methods in applied sciences ; 53). - Cham : Springer. - S. 18-25. - ISBN: 978-3-030-23132-3. - DOI: https://doi.org/10.1007/978-3-030-23132-3_3 | BibTeX | RIS DOI |
| Sackmann, Benjamin; Dalhoff, Ernst; Lauxmann, Michael (2019): Model-based hearing diagnosis based on wideband tympanometry measurements utilizing fuzzy arithmetic. - In: Hearing research 378. - S. 126-138. - DOI: https://doi.org/10.1016/j.heares.2019.02.011 | BibTeX | RIS DOI |
| Sackmann, Benjamin; Priwitzer, Barbara; Lauxmann, Michael (2019): Model-based hearing diagnosis of middle ear condition using inverse fuzzy arithmetic and artificial neuronal network. - In: CURAC 2019 - Tagungsband : 18. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie e. V. : 19. - 21. September 2019, Reutlingen. - Stuttgart : Deutsche Gesellschaft für Computer- und Roboterassistierte Chirurgie e.V.. - S. 89-94. - ISBN: 978-3-00-063717-9. - URL: https://www.curac.org/images/advportfoliopro/images/CURAC2019/Tagungsband_Impressum_Curac.pdf | BibTeX | RIS URN |
| Burovikhin, Dmitrii; Sackmann, Benjamin; Schär, Merlin; Sim, Jae Hoon; Lauxmann, Michael (2019): Parameter identification of a human stapedial annular ligament model in the context of a model-based hearing diagnosis of the human middle ear. - In: CURAC 2019 - Tagungsband : 18. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie e. V. : 19. - 21. September 2019, Reutlingen. - Stuttgart : Deutsche Gesellschaft für Computer- und Roboterassistierte Chirurgie e.V.. - S. 95-100. - ISBN: 978-3-00-063717-9. - URL: https://www.curac.org/images/advportfoliopro/images/CURAC2019/Tagungsband_Impressum_Curac.pdf | BibTeX | RIS URN |
