Conference Papers and Posters
E. Mededovic, Laurentius, Y. Wu, M. Kopaczka, Z. Chen, M. Schulz, R. Tolba, and J. Stegmaier (2025) No free lunch in annotation either: An objective evaluation of foundation models for streamlining annotation in animal tracking. IEEE 22nd International Symposium on Biomedical Imaging (ISBI), Houston, United States, pp. 1-5, DOI: https://doi.org/10.48550/arXiv.2502.03907
Y. Wu, D. D. T. Nguyen, H. Konermann, R. Yilmaz, P. Walter, and J. Stegmaier (2025) Visual fixation-based retinal prosthetic simulation. IEEE 22nd International Symposium on Biomedical Imaging (ISBI), Houston, United States, pp. 1-5, DOI: https://doi.org/10.48550/arXiv.2410.11688
Y. Wu, H. Konermann, E. Mededovic, P. Walter, and J. Stegmaier (2025) Evaluating cross-subject and cross-device consistency in visual fixation prediction. 47th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Copenhagen, Danmark, pp. 1-7, DOI: https://doi.org/10.48550/arXiv.2502.05554
Y. Yamauchi, Y. Wu, and E. Okada (2025) Evaluation of OCT image synthesis for choroidal and retinal layer segmentation using denoising diffusion probabilistic models. Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 1: BIOIMAGING. Porto, Portugal. Pp. 340-347. DOI: https://www.doi.org/10.5220/0013246600003911
R. Yilmaz, K. Keven, Y. Wu, and J. Stegmaier (2025) Cascaded diffusion models for 2D and 3D microscopy image synthesis to enhance cell segmentation. IEEE 22nd International Symposium on Biomedical Imaging (ISBI), Houston, United States, pp. 1-5, DOI: https://doi.org/10.48550/arXiv.2411.11515
Zhang Y, E. Jin, Y. Dong, Y. Wu, A. Khakzar, P. Torr, J. Stegmaier, K. Kawaguchi, "Minimalist Concept Erasure in Generative Models”, 42nd International Conference on Machine Learning (ICML), Vancouver (Canada), July 13-19, 2025 (Accepted).
Nruthyathi, M. Jung, J. Wang, V.R. Montes, A. Offenhäusser, A. Willuweit, F. Müller Short phases of phathological activity similar to RD retinae are also present in retinae of RCS rats. Artificial Vision 2024. Aachen, 05.-06.12.2024. Düsseldorf: German Medical Science GMS Publishing House; 2025. Doc24artvis03 doi: 10.3205/24artvis03, urn:nbn:de:0183-24artvis034
M. Bonse, J. Wang, S. Krause, M. Schöneck, N. Burda, M. Cremer, N.J. Shah, K.L. Langen, B. Kampa, F. Müller, A. Willuweit. Distribution of neurotransmitters in a retinitis pigmentosa rodent model. Artificial Vision 2024. Aachen, 05.-06.12.2024. Düsseldorf: German Medical Science GMS Publishing House; 2025. Doc24artvis04 doi: 10.3205/24artvis04, urn:nbn:de:0183-24artvis048jjkkjkjj
J. Baumann, D. Holtrup, E. Balla, H. Koch, K. van Loo, S. Rotter, F. Müller, B. Kampa. Plug-and-play integration of a new sensory channel in evolution. Artificial Vision 2024. Aachen, 05.-06.12.2024. Düsseldorf: German Medical Science GMS Publishing House; 2025. Doc24artvis05 doi: 10.3205/24artvis05, urn:nbn:de:0183-24artvis054
S. Decke,M. Jung, J. Abu Shihada, L. Koschinski, S. Musall, V. Rincón Montes, A. Offenhäusser “Flexible 3D microelectrode arrays with high-aspect ratio electrodes for neuronal recordings”. Artificial Vision 2024 - The International Symposium on Visual Prosthetics (2024). doi: 10.3205/24artvis15 urn:nbn:de:0183-24artvis151
Deubel R, S. Johnen, E. Glowacki, Z. Gao, S. Ingebrandt (2024) Advancing therapeutic strategies for retinitis pigmentosa: development of a triple neuronal interface. Artificial Vision 2024. German Medical Science GMS Publishing House. DOI: 10.3205/24artvis21
Devkota K, R. Opgenorth, B. Chowdhury, S. Johnen, S. Ingebrandt, Z. Gao (2024) Opto-electro and Iono-electro active microelectrode as multifunctional platform for neurodegeneration study of the retina. Artificial Vision 2024. German Medical Science GMS Publishing House. DOI: 10.3205/24artvis26
V.R. Montes, M. Jung, M. Kasavetov, Nruthyathi, F. Balcewicz, T. Lohmann, F. Müller, P. Walter, A. Offenhäusser. A roadmap to in-vivo validation of intraretinal implants. Artificial Vision 2024. Aachen, 05.-06.12.2024. Düsseldorf: German Medical Science GMS Publishing House; 2025. Doc24artvis27 doi: 10.3205/24artvis27, urn:nbn:de:0183-24artvis275
Wang J, T. Lohmann, F. Balcewicz, S. Johnen, Y. Wu, H. Konermann, K. Keven, J. Stegmaier, P. Walter, S. Baumgarten (2024) Histological effects of cryo- and laser coagulation on small animal eyes and anatomical reconstruction in 3D. Artificial Vision 2024. German Medical Science GMS Publishing House. DOI: 10.3205/24artvis36
M. Kasavetov, E. Yilmaz, L. Koschinski,M. Jung, S. Decke, A. Offenhäusser, V. Rincón Montes “Development of 3D-penetrating neural stacks for intraneural recording and stimulation”. Artificial Vision 2024 - The International Symposium on Visual Prosthetics (2024). doi: 10.3205/24artvis25 urn:nbn:de:0183-24artvis258
P. Hosseini, P. Agrawal, A.T. Mashayekh, S. Johnen, J. Witzens, F. Merget (2024). Focusing Optical Phased Array for Optically Enabled Probing of the Retina with Subcellular Resolution. In: Witzens, J., Poon, J., Zimmermann, L., Freude, W. (eds) The 25th European Conference on Integrated Optics. ECIO 2024. Springer Proceedings in Physics, vol 402. Springer, Cham. https://doi.org/10.1007/978-3-031-63378-2_27
P. Löhler, L. Kaiser, G. Hallekamp, Nruthyathi, F. Müller, K. Seidl und A. Erbslöh (2024). Phase-dependent Stimulation with Extreme Point Detection of LFP Oscillations in Retinal Recordings. Proceedings of the Workshop Biosignal 2024 Göttingen 10.47952/gro-publ-207
P. Löhler,A. Albert, L. Heyermann, G. Schiele, K. Seidl und A. Erbslöh (2024) Classification of ON- and OFF-Retinal Ganglion Cell Types in Extracellular Recordings. Proceedings of the Workshop Biosignal 2024 Göttingen 10.47952/gro-publ-209
Sinatkas G., Tabatabaei-Mashayekh A., Misra A., Ghannam I., Moscoso-Mártir A., Merget F., Witzens J. Short Wavelength ECLs for Biomedical and Quantum Applications. Proc. IEEE Photonics Conference (IPC), WC1.2 (2024).
Y. Wu, W. He, D. Eschweiler, N. Dou, Z. Fan, S. Mi, P. Walter and J. Stegmaier (2024) Retinal OCT Synthesis with Denoising Diffusion Probabilistic Models for Layer Segmentation. IEEE 21st International Symposium on Biomedical Imaging (ISBI), Athens, Greece, pp. 1-5, DOI: https://doi.org/10.1109/ISBI56570.2024.10635836
C. Zhu, L. Li, Y. Wu, and Z. Sun (2024) SasWOT: Real-time semantic segmentation architecture search without training. Proceedings of the AAAI Conference on Artificial Intelligence, vol. 38, no. 7, Vancouver, Canada, pp. 7722–7730, DOI: https://doi.org/10.1609/aaai.v38i7.28606
Johnen, J. Zhang, S. Iyer, P. Walter (2024) Characteristics of electroporation-mediated gene transfer into retinal cells and tissues. Ophthalmologie 121(Suppl 2), p. 36. DOI: 10.1007/s00347-024-02107-4
V. Rincón Montes, M. Jung, J. Abu Shihada, M. Kasavetov, E. Yilmaz, L. Koschinski, S. Decke, S. Musall, A Offenhäusser “Three-Dimensional Neural Probes: Increasing the Topological Dimensionality in In Vitro and In Vivo Neural Applications”. Proceedings of Bioelectronic Interfaces: Materials, Devices and Applications (CyBioEl) (2024). doi: 10.29363/nanoge.cybioel.2024.029
G. Maiello, A. Tajari, K. R. Storrs, R. Rideaux, T. Wallis, J. Harrison, and R. W. Fleming. Individual differences in visual mental imagery assessed through standard and evolutionary classification images. Journal of Vision 24, no. 10 (2024): 534-534. Florida, USA, doi:https://doi.org/10.1167/jov.24.10.534.
Wu Y, He W, Eschweiler D, Dou N, Fan Z, Mi S, et al., editors. Retinal OCT Synthesis with Denoising Diffusion Probabilistic Models for Layer Segmentation. 2024 IEEE International Symposium on Biomedical Imaging (ISBI); 2024: IEEE.
E. Mededovic, Y. Wu, H. Konermann, M. Kopaczka, M. Schulz, R. Tolba, and J. Stegmaier (2025) Eye on the Target: Eye Tracking Meets Rodent Tracking. arXiv preprint. DOI: https://doi.org/10.48550/arXiv.2503.10305
Z. Seyedi Hosseininian, A. Tajari, B. Barati, and S. Baharlouei (2024) Task-Optimized Machine Learning for High-Accuracy Alzheimer's Diagnosis from Handwriting Data. medRxiv preprint. DOI: https://doi.org/10.1101/2024.12.17.24319146
Y. Wu, H. Konermann, E. Mededovic, P. Walter, and J. Stegmaier (2025) Dataset for cross-device and cross-subject consistency evaluation in visual fixation prediction. IEEE DataPort, DOI: https://dx.doi.org/10.21227/y4m0-ka14
Y. Wu, F. Liu, R. Yilmaz, H. Konermann, P. Walter, and J. Stegmaier (2025) A Pragmatic Note on Evaluating Generative Models with Fréchet Inception Distance for Retinal Image Synthesis. arXiv preprint. DOI: https://doi.org/10.48550/arXiv.2502.17160
R. Yilmaz, Z. Chen, Y. Wu, and J. Stegmaier (2025) CellStyle: Improved zero-shot cell segmentation via style transfer. arXiv preprint. DOI: https://doi.org/10.48550/arXiv.2503.08603
Tabatabaei Mashayekh A., Witzens J., Silicon nitride PIC beam formers for light sheet fluorescence microscopy. Optica Open, Preprint ID 123984 (2025). https://doi.org/10.1364/opticaopen.29145851
S.Z.S. Hosseininian, A. Tajari, M. Ghalehnoie, and A. Alfi (2024) Evaluating Echo State Network for Parkinson's Disease Prediction using Voice Features. arXiv preprint. DOI: https://doi.org/10.48550/arXiv.2401.15672
Wu Y, Nguyen DDT, Konermann H, Yilmaz R, Walter P, Stegmaier J. Visual Fixation-Based Retinal Prosthetic Simulation. arXiv preprint arXiv:241011688. 2024.
Y. Wu, J. Wittmann, P. Walter and J. Stegmaier (2024) Optimizing Retinal Prosthetic Stimuli with Conditional Invertible Neural Networks. arXiv preprint. DOI: https://doi.org/10.48550/arXiv.2403.04884
| Titel | Authors | Conference | Location |
| Design and fabrication of novel developed ophthalmological surgery implantation instrument 3D-PLAPS for large-area devices examined in cadaveric eyes of pigs and rabbits | Frederic Kuba Balcewicz, Sabine Baumgarten, Kim Schaffrath, Sandra Johnen, Peter Walter, Tibor Karl Lohmann | ARVO Annual Meeting 2023 | New Orleans, USA |
| Activation of GABAA receptors but not GABAB receptors abolishes the pathological oscillations and improve stimulation efficiency in retinitis pigmentosa mouse model rd10 | Nruthyathi, Jana Gehlen, Frank Müller | Pro retinal meeting 2023 | Postdam, Germany |
| Improving the implantation of retinal implants into small animal eye - 3D models in virtual reality and ablation of insertion sites | Wang, Jiayun; Baumgarten, Sabine; Walter, Peter | ARVO Annual Meeting 2023 | New Orleans, USA |
| Anatomical and cell biological analyses of wild-type and rd10 retinas after electroporation-based transfection | Jiao Zhang, Frank Müller, Peter Walter, Sandra Johnen | ARVO Annual Meeting 2023 | New Orleans, USA |
| Non-viral transfection of glial cells in suspension and in the adherent state using different electroporation devices | Saishreyas Iyer, Sven Ingebrandt, Peter Walter, Sandra Johnen | ARVO Annual Meeting 2023 | New Orleans, USA |
| From 2D to 3D flexible intraretinal implants: towards a new generation of visual prostheses | Viviana Rincón Montes, Marie Jung, Jamal Abu Shihada, Lina Koschinski, Tibor Lohmann, Frederic K. Balcewicz, Sven Ingebrandt, Frank Müller, Peter Walter, and Andreas Offenhäusser | MRS Spring Meeting & Exhibit 2023 | San Francisco, USA |
| A 1,224-Channel 60 µm Pitch Active Closed-Loop Stimulator for Selective Retinal Ganglion Cell Type Activation | Philipp Löhler, Andreas Pickhinke, Andreas Erbslöh, Karsten Seidl | 21st IEEE Interregional NEWCAS Conference 2023 | Edinburgh, Scottland |
| Toward in vivo applications of 3D multisite intraretinal implants: A cadaveric validation | Marie Jung, Lina Koschinski, Jamal Abu Shihada, Tibor Lohmann, Frederic Balcewiczc, Peter Walter, Andreas Offenhäusser, and Viviana Rincon Montes | BioEl (International Winterschool on Bioelectronics) 2023 | Kirchberg in Tirol, Austria |
| Walter P, Müller F, Ingebrandt S, Seidl K | 35th Annual Meeting of the German Retina Society 2023 | Würzburg, Germany |
| Effective Control of RGC Spiking by Activation and Suppression Through Sinusoidal Kilohertz Stimulation Waveforms | Philipp Löhler, Laura Heyermann, Nruthyathi, Andreas Albert, Andreas Erbslöh, Frank Müller, Karsten Seidl | The Eye and the Chip - 13th World Research Congress on Artificial Vision 2023 | Southfield, MI, USA |
| Ergebnisse aus Kadaveraugen-Experimenten mit dem neu entwickelten ophthalmologisch-chirurgischen Instrument 3D-PLAPS zur Implantation großer Netzhautstimulatoren | Frederic Kuba Balcewicz, Sabine Baumgarten, Kim Schaffrath, Jiayun Wang, Sandra Johnen, Peter Walter, Tibor Karl Lohmann | DOG 2023 | Berlin, Germany |
| A Deep Learning-based in silico Framework for Optimization on Retinal Prosthetic Stimulation | Yuli Wu, Ivan Karetic, Johannes Stegmaier, Peter Walter, Dorit Merhof | Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2023 | Sydney |
| Electroporation-based transfection of rd10 and wild-type retinas | Jiao Zhang, Frank Müller, Peter Walter, Sandra Johnen | DOG 2023 | Berlin |
| Electroporation-based transfection of rd10 and wild-type retinas: anatomical and cell biology studies | Jiao Zhang, Frank Müller, Peter Walter, Sandra Johnen | Artificial Vision 2023 | Duisburg |
| Differences in the non-viral electroporation-based transfection of glial cells in suspension or adherent state | Saishreyas Iyer, Peter Walter, Sven Ingebrandt, Sandra Johnen | Artificial Vision 2023 | Duisburg |
| Electroporation-based non-viral genetic modification of glial cells in suspension or adherent state | Saishreyas Iyer, Sven Ingebrandt, Peter Walter, Sandra Johnen | DOG 2023 | Berlin |
| Results from cadaveric eye experiments using the newly developed 3D-PLAPS ophthalmic surgical instrument for implantation of large retinal stimulators | Frederic Kuba Balcewicz, Sabine Baumgarten, Kim Schaffrath, Jiayun Wang, Sandra Johnen, Peter Walter, Tibor Karl Lohmann | Artificial Vision 2023 | Duisburg, Germany |
| Impedance Analysis of Cells to verify successful Gene Electrotransfer | Roman Opgenorth, Josef Bolten, Sandra Johnen and Sven Ingebrandt | IBCA 2023 | Aachen |
| Transparent microfluidic MEAs with organic electronic ion pumps for in vitro studies of the pathological retina | Roman Deubel, Lena Hegel, Andrea Kauth, Eashika Ghosh, Vivek Pachauri, Xuan Thang Vu, Sandra Johnen, Sven Ingebrandt | Mikrosystemtechnik Kongress 2023 | Dresden |
| Pharmacological suppression of pathological oscillations in the retinitis pigmentosa mouse model rd10 | Nruthyathi, Jana Gehlen, Sandra Johnen, Peter Walter, Frank Müller | Artificial Vision Meeting 2023 | Duisburg |
| Low-cost alternative to commercial ECIS devices | A. Kauth, L. Cüppers, J. Reichard, G. Zimmer-Bensch, S. Ingebrandt | IBCA 2023 | Aachen |
| PEDOT:PSS coating for improved electric cell-substrate impedance sensing assays | A. Kauth, J. Reichard, G. Zimmer-Bensch, S. Ingebrandt | BMT2023 | Duisburg |
| Convolutional Neural Network-based Inverse Encoder for Optimization of Retinal Prosthetic Stimulation | Yuli Wu, Laura Koch, Peter Walter, Dorit Merhof | Artificial Vision at BMT 2023 | Duisburg |
| Multi-modal evaluation of neuronal integrity in the visual pathway after retinal degeneration in RCS rats | Jing Wang, Krause Sandra, Antje Willuweit | Artifical Vision at BMT 2023 | Duisburg |
| Multi-modal evaluation of neuronal integrity in the visual pathway after retinal degeneration in RCS rats | Jing Wang, Sandra Krause, Antje Willuweit et al. | EMIM (European Molecular Imaging Meeting) 2023 | Salzburg |
| Silicon-nitride photonic integrated circuit-based microelectrode array for in-vitro characterization of retina with high resolution optical stimulation | P. Hosseini, P. Agrawal, S. Johnen, J. Witzens, F. Merget | Artificial Vision 2023 | Duisburg |
| Retinal OCT Synthesis with Denoising Diffusion Probabilistic Models for Layer Segmentation | Yuli Wu, Weidong He, Dennis Eschweiler, Ningxin Dou, Zixin Fan, Shengli Mi, Peter Walter, Johannes Stegmaier | IEEE 21st International Symposium on Biomedical Imaging (ISBI) 2024 | Athens |
| Focusing Optical Phased Array for Optically Enabled Probing of the Retina with Subcellular Resolution | Pedram Hosseini, Prachi Agrawal, Alireza Tabatabaei Mashayekh, Sandra Johnen, Jeremy Witzens, and Florian Merget | European Conference On Integrated Optics (ECIO) 2024 | Aachen |
| Titel | Authors | Conference | Location |
| Surgical anatomy of the small animal eye - 3D reconstruction and ablation effect | Wang J, Baumgarten S, Walter, P | ARVO 2022 | Denver, CO, USA |
| Neue Ansätze der Netzhautstimulation | Peter Walter | Jahrestagung der Rheinisch-Westfälischen Augenärzte 2022 | Bielefeld, Germany |
| Innovative Technologien für optimiertes künstliches Sehen | Peter Walter | Jahrestagung der Deutschen Gesellschaft für Hals-Nasen-Ohrenheilkunde, Kopf- und Halschirurgie 2022 | Hannover, Germany |
| SoC for Retinal Ganglion Cell Stimulation with Integrated Sinusoidal Kilohertz Frequency Waveform Generation | Philipp Löhler, Andreas Pickhinke, Andreas Erbslöh, Rainer Kokozinski, Karsten Seidl | IEEE PRIME 2022 | Villasimus, Sardinia, Italy |
| Real-time Algorithm for Target-RGC Selection in Retinal Implants | Philipp Löhler, Thaameran Baskaran, Andreas Pickhinke, Andreas Erbslöh, Karsten Seidl | IEEE EMBC 2022 | Glasgow, Scotland |
| Towards a new generation of visual prostheses | V. Rincón Montes, J. Gehlen, M.Jung, L.Koschinski, W. Mokwa, S. Ingebrandt, F. Müller2, P. Walter, A. Offenhäusser | GRS + GRC on Neuroelectronic Interfaces 2022 | Ventura, USA |
Reconstruction of the surgical anatomy of eyes of experimental animals
| Peter Walter, Jiayun Wang, Sabine Baumgarten | Meeting of the Club Jules Gonin 2022 | Dubrovnik, Croatia |
| Das Netzhautimplantat | Peter Walter | Deutsche Gesellschaft für Schädelbasischirurgie 2022 | Fulda, Germany |
| Verbesserung der Insertion und Implantation großer Mikrosysteme ins Kleintierauge mit 3D-Modellen und Ablation | Wang J., Walter P., Baumgarten S. | Jahrestagung der Deutschen Ophthalmologischen Gesellschaft 2022 | USA, Berlin, Deutschland |
| Optimizing electrical pulse parameters for electrofection on microelectrode arrays | Andrea Kauth, Lena Hegel, Sven Ingebrandt | ENFI 2022 | Maastricht, Netherlands |
| Analyzing MEA-chip designs for electroporation-based genetic modification in novel retinal implants | Andrea Kauth, Lena Hegel, Sandra Johnen, Sven Ingebrandt | MEA Meeting 2022 | Tübingen, Germany |
| EIS measurements as powerful tool for design and evaluation of in situ electroporation of cultivated cells on MEAs | Andrea Kauth, Lena Hegel, Marcel Tintelott, Sven Ingebrandt | BMT 2022 | Innsbruck, Austria |
| Microelectrode array-based electroporation for use in multifunctional retinal implants | Andrea Kauth, Anne-Kathrin Mildner, Sandra Johnen, Joachim Wegener, Sven Ingebrandt | 4th World congress on electroporation 2022 | Copenhagen, Denmark |
| Multiscale Softmax Cross Entropy for Fovea Localization on Color Fundus Photography | Wu, Y., Walter, P., Merhof, D. | Bildverarbeitung für die Medizin 2022 | Heidelberg, Germany |
| Enhancing the activity of GABAA receptors but not GABAB receptors abolishes pathological oscillations in retinitis pigmentosa mouse model rd10 | Nruthyathi, Jana Gehlen, Frank Müller | MEA meeting 2022 | Tubingen, Germany |
| Multi-modal evaluation of neuronal integrity in the visual pathway after retinal degeneration | Jing Wang, Sandra Krause , Michael Schöneck, Markus Cremer, Thomas Rüland, Ezequiel Fahrer, Chang-Hoon Choi, Fabian Küppers, Dennis Thomas, Christoph Aretzweiler-von Schwarzenberg, N. Jon Shah, Karl-Josef Langen, Björn Kampa,Frank Müller , Antje Willuweit | INM IBI Retreat 2022 | Jülich, Germany |
| Titel | Authors | Conference | Location |
| Compact system for stimulation, recording and electroporation of cul-tivated cells on MEAs as an in-vitro test setup towards multifunctional retinal implants | Andrea Kauth, Benedikt Maurer, Daniela Brocke, Sandra Johnen, Sven Ingebrandt | BMT 2021 | Hannover, Germany |
