Benjamin Sackmann

black: published,  green: accepted for publication,  orange: submitted for publication

• Winkler, S.; Sackmann, B.; Priwitzer, B.; Lauxmann, M.: Interpreting XGB using LIME and SHAP for Otosclerosis and Disarticulation Diagnosis. Current Directions in Biomedical Engineering, Vol. 10, No. 4, pp. 677-681, 2024. DOI: 10.1515/cdbme-2024-2166

• Winkler, S. T.; Sackmann, B.; Priwitzer, B.; Lauxmann, M.: Exploring Machine Learning Diagnostic Decisions Based on Wideband Immittance Measurements for Otosclerosis and Disarticulation. Journal of Medical Artificial Intelligence, Vol. 7, No. 9, pp. 1-17, 2024. DOI: 10.21037/jmai-24-10

• Lauxmann, M.; Viehl, F.; Priwitzer, B.; Sackmann, B.: Preliminary Results of Classifying Otosclerosis and Disarticulation Using a Convolutional Neural Network Trained with Simulated Wideband Acoustic Immittance Data. Heliyon, Vol. 10, No. 12, paper e32733, 2024. DOI: 10.1016/j.heliyon.2024.e32733

• Bevis, N.; Sackmann, B.; Effertz, T.; Lauxmann, M.; Beutner, D.: The Impact of Tympanic Membrane Perforations on Middle Ear Transfer Function. European Archives of Oto-Rhino-Laryngology, Vol. 279, pp. 3399-3406, 2022. DOI: 10.1007/s00405-021-07078-9
  

• Sackmann, B.; Eberhard, P.; Lauxmann, M.: Parameter Identification from Normal and Pathological Middle Ears Using a Tailored Parameter Identification Algorithm. Journal of Biomechanical Engineering, Vol. 144, No. 3, pp.031006, 2022. DOI: 10.1115/1.4052371
  

• Warnholtz, B.; Schär, M.; Sackmann, B.; Lauxmann, M.; Chatzimichalis, M.; Prochazka, L.; Dobrev, I.; Huber, A.M.; Sim, J.H.: Contribution of the flexible incudo-malleal joint to middle-ear sound transmission under static pressure loads. Hearing Research, Vol. 406, paper 108272, 2021. DOI: 10.1016/j.heares.2021.108272

• Burovikhin, D.; Sackmann, B.; Schär, M.; Sim, J.H.; Lauxmann, M.: Parameter Identification of a Human Stapedial Annular Ligament Model in the Context of a Model-Based Hearing Diagnosis of the Human Middle Ear. Burgert, O., Hirt, B. (eds.) Tagungsband der 18. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie e.V. (CURAC), Reutlingen, 2019.

• Sackmann, B.; Priwitzer, B.; Lauxmann, M.: Model-based Hearing Diagnosis of Middle Ear Condition Using Inverse Fuzzy Arithmetic and Artificial Neuronal Network. Burgert, O., Hirt, B. (eds.) Tagungsband der 18. Jahrestagung der Deutschen Gesellschaft für Computer-und Roboterassistierte Chirurgie e.V. (CURAC), Reutlingen, 2019.

• Burovikhin, D.; Sackmann, B.; Schär, M.; Sim, J.H.; Eberhard, P.; Lauxmann, M.: Investigation of Inhomogeneous Stiffness and Damping Characteristics of the Human Stapedial Anular Ligament. Proceedings of the ECCOMAS Multibody Dynamics Conference 2019, Duisburg, Germany, July, 15–18, 2019.

• Sackmann, B.; Warnholtz, B.; Sim, J.H.; Burovikhin, D.; Dalhoff, E.; Eberhard, P.; Lauxmann, M.: Investigation of Tympanic Membrane Influences on Middle-Ear Impedance Measurements and Simulations. Proceedings of the ECCOMAS Multibody Dynamics Conference 2019, Duisburg, Germany, July, 15–18, 2019.

• Sackmann, B.; Dalhoff, E.; Lauxmann, M.: Model-Based Hearing Diagnostics based on Wideband Tympanometry Measurements utilizing Fuzzy Arithmetic. Hearing Research, Vol. 378, pp. 126-138, 2019. DOI: 10.1016/j.heares.2019.02.011

• Warnholtz, B.; Sackmann, B.; Schär, M.; Burovikhin, D.; Cuny, P.; Lauxmann, M.; Sim, J.H.: Contribution of the Flexible Incudomalleal Joint to Hearing under Static Pressure Change. Abstract at: 42nd Annual Midwinter Meeting of the Association for Research in Otolaryngology (ARO), February 2019, Baltimore, Maryland, USA.

• Sackmann, B.; Eberhard, P.; Dalhoff, E.; Lauxmann, M.: Patient-Specific Functional Model-Based Hearing Diagnostic. Abstract at: The 8th International Symposium on Middle-Ear Mechanics in Research and Otology (MEMRO), July 2018, Shanghai, China.

• Sackmann, B.: Aufbau und Optimierung einer Messumgebung zur Charakterisierung der statischen und dynamischen Eigenschaften von Hörimplantaten, Master Thesis. Fakultät Technik, Hochschule Reutlingen, 2017.

• 19. September 2024: 58th DGBMT Annual Conference on Biomedical Engineering (BMT 2024), Stuttgart, "Development of a Stochastic Finite-Element Model for Use in the Diagnosis of Middle-Ear Pathologies"
  

• 27. Juli 2022: ITM Statusseminar, Schmerlenbach; "Model-Based Hearing Diagnosis - Summary & Final Step(s)"

• 23. Juni 2022: 9th International Symposium on Middle Ear 
  Mechanics in Research and Otology (MEMRO), Boulder, USA, "Model-Based 
  Hearing Diagnosis based on Monte-Carlo Parameter Estimation and Artificial 
  Neural Networks"
  

• 26. November 2021: ITM Statusseminar, Monbachtal; "Model-Based Hearing Diagnosis - Review and Next Step"

• 7. Oktober 2021: 55th Annual Conference of the German Society 
  for Biomedical Engineering (VDE|DGBMT), Hannover, "Development of a 
  predictive middle-ear model for the model-based diagnosis of middle-ear 
  pathologies"

• September 30, 2020: 54th Annual Conference of the German Society for Biomedical Engineering (VDE|DGBMT), Leipzig, "Characteristics in Wideband Acoustic Immittance Measurements and their Underlying Mechanical Causes"
  
  
• September 19, 2019: 18. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie (CURAC 2019), Reutlingen, "Model-Based Hearing Diagnosis of Middle Ear Condition Using Inverse Fuzzy Arithmetic and Artificial Neuronal Network"

• September 2, 2019: MNMUQ Summer School, Porquerolles, Frankreich, "Personalized, Model-Based, Functional Hearing Diagnosis of Middle Ear Condition"

• July 18, 2019: ECCOMAS Multibody Dynamics Conference, Duisburg, "Investigation of Tympanic Membrane Influences on Middle-Ear Impedance Measurements and Simulations"

• June 4, 2019: ITM Statusseminar, Bad Herrenalb; "Model-Based Hearing Diagnosis - Progress and Approaches"

• July 8, 2018: The 8th International Symposium on Middle-Ear Mechanics in Research and Otology (MEMRO), Shanghai, China; "Patient-Specific Functional Model-Based Hearing Diagnostic"

• May 28, 2018: ITM Statusseminar, Bad Herrenalb; "Nichtlineare Modellierung des Mittelohrs und dessen Anwendung in der medizinischen Diagnostik"

• Parametrisierung einer netzbasierten Formvariation zur Untersuchung des Einflusses der Trommelfellgeometrie auf Messgrößen der Hördiagnostik, Masterarbeit MSC-309. Institute of Engineering and Computational Mechanics, University of Stuttgart, 2021.
  
  
• Implementierung eines Parameteridentifikationsalgorithmus basierend auf Impedanzmessungen am Mittelohr, Bachelorarbeit BSC-108. Institute of Engineering and Computational Mechanics, University of Stuttgart, 2019.
  
  
• Untersuchungen zur Implementierung eines detaillierten Innenohrmodells in ein Simulationsmodell des Mittelohrs, Bachelorarbeit BSC-101. Institute of Engineering and Computational Mechanics, University of Stuttgart, 2018.
  
  
• Untersuchungen zur Kalibrierung einer Breitband-Tympanometrie-Sonde in Messung und Simulation, Bachelorarbeit BSC-99. Institute of Engineering and Computational Mechanics, University of Stuttgart, 2018.
  
  
• Katalogisierung und Untersuchung der Unsicherheiten von biometrischen Mittelohrdaten, Bachelorarbeit BSC-93. Institute of Engineering and Computational Mechanics, University of Stuttgart, 2018.

• Exercises in Applied Mechanics III (WS 2019/2020)
• Exercises in Applied Mechanics II (SS 2019)
• Exercises in Applied Mechanics III (WS 2017/2018)