Prof. Dr. Andreas M. Kist

2024

• Darvish, M., & Kist, A. (2024). A Generative Method for a Laryngeal Biosignal. Journal of Voice. https://doi.org/10.1016/j.jvoice.2024.01.016
• Fernholz, M.H., Guggiana Nilo, D.A., Bonhoeffer, T., & Kist, A. (2024). DeepD3, an open framework for automated quantification of dendritic spines. PLoS Computational Biology, 20(2). https://doi.org/10.1371/journal.pcbi.1011774
• Groh, R., Goes, N., & Kist, A. (2024). SpokeN-100: A Cross-Lingual Benchmarking Dataset for The Classification of Spoken Numbers in Different Languages. In Proceedings of the tinyML Research Symposium 2024. Burlingame, CA, US.
• Groh, R., Li, J.Y., Li-Jessen, N.Y., & Kist, A. (2024). ANNOTE: Annotation of time-series events. Software Impacts, 21. https://doi.org/10.1016/j.simpa.2024.100679
• Hauser, S.L., Brosig, J., Murthy, B., Attardo, A., & Kist, A. (2024). Implicit neural representations in light microscopy. Biomedical Optics Express, 15(4), 2175-2186. https://doi.org/10.1364/BOE.515517
• Hecht, M., Frey, B., Gaipl, U., Tianyu, X., Eckstein, M., Donaubauer, A.-J.,... Kist, A. (2024). Machine Learning-assisted immunophenotyping of peripheral blood identifies innate immune cells as best predictor of response to induction chemo-immunotherapy in head and neck squamous cell carcinoma – knowledge obtained from the CheckRad-CD8 trial. Neoplasia, 49. https://doi.org/10.1016/j.neo.2023.100953
• Lojo Rodríguez, M.B., Lopes Borges, G., López-Brea García, M., Schützenberger, A., & Kist, A. (2024). Neural Radiance Fields for 3D Reconstruction in Monoscopic Laryngeal Endoscopy. In 2024 IEEE International Symposium on Biomedical Imaging (ISBI). Athen, GR: Institute of Electrical and Electronics Engineers, Inc..

2023

• Csűry, T.D., Csűry, A.Z., Balk, M., Kist, A., Rupp, R., Müller, S.K.,... Gostian, A.-O. (2023). The modified Polsby–Popper score, a novel quantitative histomorphological biomarker and its potential to predict lymph node positivity and cancer-specific survival in oral tongue squamous cell carcinoma. Cancer Medicine. https://doi.org/10.1002/cam4.6824
• Dörrich, M., Fan, M., & Kist, A. (2023). Impact of Mixed Precision Techniques on Training and Inference Efficiency of Deep Neural Networks. IEEE Access, 11, 57627-57634. https://doi.org/10.1109/ACCESS.2023.3284388
• Dörrich, M., Hecht, M., Fietkau, R., Hartmann, A., Iro, H., Gostian, A.-O.,... Kist, A. (2023). Explainable convolutional neural networks for assessing head and neck cancer histopathology. Diagnostic Pathology, 18(1). https://doi.org/10.1186/s13000-023-01407-8
• Groh, R., & Kist, A. (2023). End-To-end Evolutionary Neural Architecture Search for Microcontroller Units. In 2023 IEEE International Conference on Omni-Layer Intelligent Systems, COINS 2023. Berlin, DEU: Institute of Electrical and Electronics Engineers Inc..
• Gruenerbel, L., Heinrich, F., Böhlhoff-Martin, J., Röper, L., Machens, H.G., Gruenerbel, A.,... Steinbacher, L. (2023). Wearable Prophylaxis Tool for AI-Driven Identification of Early Warning Patterns of Pressure Ulcers. Bioengineering, 10(10). https://doi.org/10.3390/bioengineering10101125
• Kist, A. (2023). Artificial Intelligence in Laryngeal Endoscopy Künstliche Intelligenz in der laryngealen Endoskopie. Sprache, Stimme, Gehör, 47(3), 134-138. https://doi.org/10.1055/a-2089-5741
• Kruse, E., Döllinger, M., Schützenberger, A., & Kist, A. (2023). GlottisNetV2: Temporal Glottal Midline Detection using Deep Convolutional Neural Networks. IEEE Journal of Translational Engineering in Health and Medicine, 1-1. https://doi.org/10.1109/JTEHM.2023.3237859
• Larsen, D., Ikuma, T., Neubig, L., Kist, A., Leonard, R., McWhorter, A.J., & Kunduk, M. (2023). Pixel-Based Swallow Measurements: Correcting Nonsquare Pixels. Journal of Speech Language and Hearing Research, 66(2), 565-572. https://doi.org/10.1044/2022_JSLHR-22-00306
• Neubig, L., & Kist, A. (2023). Evolutionary Normalization Optimization Boosts Semantic Segmentation Network Performance. In Hayit Greenspan, Hayit Greenspan, Anant Madabhushi, Parvin Mousavi, Septimiu Salcudean, James Duncan, Tanveer Syeda-Mahmood, Russell Taylor (Eds.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (pp. 703-712). Vancouver, BC, CAN: Springer Science and Business Media Deutschland GmbH.
• Sun, Y., & Kist, A. (2023). Compact Convolutional Transformers on Edge TPUs. In Proceedings of the Bildverarbeitung für die Medizin Workshop, BVM 2023 (pp. 141-146). Springer Science and Business Media Deutschland GmbH.

2022

• Dürr, S., Schützenberger, A., Kist, A., Semmler, M., Schraut, T., Arias Vergara, T., & Döllinger, M. (2022). High-speed video endoscopy to improve the diagnosis of voice disorders.
• Groh, R., Dürr, S., Schützenberger, A., Semmler, M., & Kist, A. (2022). Long-term performance assessment of fully automatic biomedical glottis segmentation at the point of care. PLoS ONE, 17(9), e0266989-. https://doi.org/10.1371/journal.pone.0266989
• Groh, R., Lei, Z., Martignetti, L., Li-Jessen, N.Y.K., & Kist, A. (2022). Efficient and Explainable Deep Neural Networks for Airway Symptom Detection in Support of Wearable Health Technology. Advanced Intelligent Systems. https://doi.org/10.1002/aisy.202100284
• Kist, A., Breininger, K., Dörrich, M., Dürr, S., Schützenberger, A., & Semmler, M. (2022). A single latent channel is sufficient for biomedical glottis segmentation. Scientific Reports, 12(1), 14292-. https://doi.org/10.1038/s41598-022-17764-1
• Neubig, L., Groh, R., Kunduk, M., Larsen, D., Leonard, R., & Kist, A. (2022). Efficient Patient Orientation Detection in Videofluoroscopy Swallowing Studies. In Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (Eds.), Informatik aktuell (pp. 129-134). Heidelberg, DEU: Springer Science and Business Media Deutschland GmbH.

2021

• Kist, A., Zilker, J., Döllinger, M., & Semmler, M. (2021). Feature-based image registration in structured light endoscopy. In Proceedings of Machine Learning Research (pp. 369-383). Lübeck, DE.
• Kniesburges, S., Schlegel, P., Peters, G., Westphalen, C., Jakubaß, B., Veltrup, R.,... Echternach, M. (2021). Effects of surgical masks on aerosol dispersion in professional singing. Journal of Exposure Science and Environmental Epidemiology. https://doi.org/10.1038/s41370-021-00385-7
• Markov, D.A., Petrucco, L., Kist, A., & Portugues, R. (2021). A cerebellar internal model calibrates a feedback controller involved in sensorimotor control. Nature Communications, 12(1). https://doi.org/10.1038/s41467-021-26988-0