• Longitudinal Forecasting of Retinal Structure and Function Using a Multimodal StyleGAN-Based Architecture

  Autoren:

  Sampathkumar, Arunodhayan; Kowerko, Danny*

  Quelle:

  In: Bioengineering. - MDPI AG. - 13. 2026, 2, 149

  Erscheinungsjahr:

  2026

  ISBN/ISSN:

  2306-5354 (Online)

  DOI:

  doi:10.3390/bioengineering13020149

• Konzeption eines ophthalmologischen Dashboards zur Visualisierung von Patientenverläufen und Annotation von Visus-Werten

  Autoren:

  Meyer, Trixy; Schlosser, Tobias; Stolze, Gabriel; Engelmann, Katrin; Kowerko, Danny

  Quelle:

  In: Embedded Selforganising Systems. - 9. 2022, 13, S. 59 - 76. - 4th Interdisciplinary PhD Workshop of Media and Computer Science 2022

  Erscheinungsjahr:

  2025

  DOI:

  doi:10.14464/ess.v9i13.936

• A feasibility study for federated learning in the context of classification of biomarkers from optical coherence tomography (OCT) images

  Autoren:

  Sampathkumar, Arunodhayan; Kowerko, Danny

  Quelle:

  In: Embedded Selforganising Systems. - 9. 2022, 13, S. 125 - 138. - 4th Interdisciplinary PhD Workshop of Media and Computer Science 2022

  Erscheinungsjahr:

  2025

  DOI:

  doi:10.14464/ess.v9i13.941

• Mobile Study Support System for Resident Physicians as Dual-Benefit Scenario

  Autoren:

  Platte, Benny*; Langner, Holger; Skuras, Jan Anastassis; Roschke, Christian; Ritter, Marc; Kowerko, Danny

  Quelle:

  In: Procedia Computer Science. - Elsevier BV. - 256. 2025, S. 957 - 963

  Erscheinungsjahr:

  2025

  ISBN/ISSN:

  Online ISSN: 1877-0509

  DOI:

  doi:10.1016/j.procs.2025.02.200

• Template-based RNA structure prediction advanced through a blind code competition

  Autoren:

  Lee, Youhan; He, Shujun; Oda, Toshiyuki; Rao, G. John; Kim, Yehyun; Kim, Raehyun; Kim, Hyunjin; Heng, Cher Keng; Kowerko, Danny; Li, Haowei; Nguyen, Hoa; Sampathkumar, Arunodhayan; Enrique Gómez, Raúl; Chen, Meng; Yoshizawa, Atsushi; Kuraishi, Shun; Ogawa, Kenji; Zou, Shuxian; Paullier, Alejo; Zhao, Bingkang; Chen, Huey-Long; Hsu, Tsu-An; Hirano, Tatsuya; Chiu, Wah; Gezelle, Jeanine G.; Haack, Daniel; Hong, Yibao; Jadhav, Shekhar; Koirala, Deepak; Kretsch, Rachael C.; Lewicka, Anna; Li, Shanshan; Marcia, Marco; Piccirilli, Joseph; Rudolfs, Boris; Srivastava, Yoshita; Steckelberg, Anna-Lena; Su, Zhaoming; Toor, Navtej; Wang, Liu; Yang, Zi; Zhang, Kaiming; Zou, Jian; Baker, David; Chen, Shi-Jie; Demkin, Maggie; Favor, Andrew; Hummer, Alissa M.; Joshi, Chaitanya K.; Kryshtafovych, Andriy; Küçükbenli, Emine; Miao, Zhichao; Moult, John; Munley, Christian; Reade, Walter; Viel, Theo; Westhof, Eric; Zhang, Sicheng; Das, Rhiju

  Quelle:

  In: Biorxiv. - openRxiv. 2025

  Erscheinungsjahr:

  2025

  DOI:

  doi:10.64898/2025.12.30.696949

• Simulation of semiconductor wafer dicing induced faults on chips and their application as augmentation method for a deep learning based visual inspection system

  Autoren:

  Friedrich, Michael; Schlosser, Tobias; Kowerko, Danny*

  Quelle:

  In: Journal of Intelligent Manufacturing. - Springer Nature. 2025

  Erscheinungsjahr:

  2025

  ISBN/ISSN:

  Electronic ISSN 1572-8145 ; Print ISSN 0956-5515

  DOI:

  doi:10.1007/s10845-024-02559-0

• MiHUBx: ein Digitaler FortschrittsHub zur Nutzung von intersektoralen klinischen Datensätzen am Beispiel des diabetischen Makulaödems

  Autoren:

  Stolze, Gabriel*; Kakkassery, Vinodh; Kowerko, Danny; Bartos, Martin; Hoffmann, Katja; Sedlmayr, Martin; Engelmann, Katrin

  Quelle:

  In: Die Ophthalmologie. - Springer Science and Business Media LLC. 2024

  Erscheinungsjahr:

  2024

  ISBN/ISSN:

  Electronic ISSN 2731-7218 ; Print ISSN 2731-720X

  DOI:

  doi:10.1007/s00347-024-02146-x

• Hexagonal Image Processing for Computer Vision With Hexnet: A Hexagonal Image Processing Data Set and Generator

  Autoren:

  Schlosser, Tobias*; Friedrich, Michael; Meyer, Trixy; Eibl, Maximilian; Kowerko, Danny

  Quelle:

  In: IEEE Access. - Institute of Electrical and Electronics Engineers (IEEE). 2024, S. 1 - 1

  Erscheinungsjahr:

  2024

  ISBN/ISSN:

  Electronic ISSN: 2169-3536

  DOI:

  doi:10.1109/access.2024.3510656

• Improving learning-based birdsong classification by utilizing combined audio augmentation strategies

  Autoren:

  Kumar, Arunodhayan Sampath; Schlosser, Tobias; Kahl, Stefan; Kowerko, Danny*

  Quelle:

  In: Ecological Informatics. - Elsevier BV. - 82. 2024, 102699

  Erscheinungsjahr:

  2024

  ISBN/ISSN:

  Online ISSN: 1878-0512 ; Linking ISSN: 1574-9541

  DOI:

  doi:10.1016/j.ecoinf.2024.102699

• Utilizing Generative Adversarial Networks for Image Data Augmentation and Classification of Semiconductor Wafer Dicing Induced Defects

  Autoren:

  Hu, Zhining; Schlosser, Tobias; Friedrich, Michael; Vieira e Silva, Andre Luiz; Beuth, Frederik; Kowerko, Danny

  Quelle:

  2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA), 10.-13.09.2024 Padua Italien https://2024.ieee-etfa.org/. - IEEE, 2024

  Erscheinungsjahr:

  2024

  ISBN/ISSN:

  Electronic ISBN: 979-8-3503-6123-0 ; Print on Demand(PoD) ISBN: 979-8-3503-6124-7 ; Electronic ISSN: 1946-0759 ; Print on Demand(PoD) ISSN: 1946-0740

  DOI:

  doi:10.1109/etfa61755.2024.10710793

• TUC Media Computing at BirdCLEF 2024: Improving Birdsong Classification Through Single Learning Models

  Autoren:

  Sampathkumar, Arunodhayan*; Schlosser, Tobias; Kowerko, Danny

  Quelle:

  CLEF 2024 Working Notes Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024) Grenoble, France, 9-12 September, 2024. - CEUR Workshop Proceedings ; 3740

  Erscheinungsjahr:

  2024

  ISBN/ISSN:

  1613-0073

• “Synthetic-Seed-Saturation“ Concept: Overcome Nonresponse-Bias in Retrospective Medical Studies

  Autoren:

  Platte, Benny; Kowerko, Danny; Langner, Holger; Anastassis Skuras, Jan; Ritter, Marc; Roschke, Christian

  Quelle:

  2024 IEEE 12th International Conference on Healthcare Informatics (ICHI), 03-06 June 2024, Orlando FL USA, pp. 534 - 537. - IEEE, 2024

  Erscheinungsjahr:

  2024

  ISBN/ISSN:

  Electronic ISBN: 979-8-3503-8373-7 ; Print on Demand(PoD) ISBN: 979-8-3503-8374-4 ; Electronic ISSN: 2575-2634 ; Print on Demand(PoD) ISSN: 2575-2626

  DOI:

  doi:10.1109/ichi61247.2024.00122

• Investigating the Challenges and Opportunities in Persian Language Information Retrieval through Standardized Data Collections and Deep Learning

  Autoren:

  Moniri, Sara*; Schlosser, Tobias; Kowerko, Danny

  Quelle:

  In: Computers. - MDPI. - 13. 2024, 8, 212

  Erscheinungsjahr:

  2024

  ISBN/ISSN:

  2073-431X (online)

  DOI:

  doi:10.3390/computers13080212

• Visual acuity prediction on real-life patient data using a machine learning based multistage system

  Autoren:

  Schlosser, Tobias*; Beuth, Frederik; Meyer, Trixy; Kumar, Arunodhayan Sampath; Stolze, Gabriel; Furashova, Olga; Engelmann, Katrin; Kowerko, Danny*

  Quelle:

  In: Scientific Reports. - Springer Science and Business Media LLC. - 14 (2024), Artikel Nummer: 5532, S. 1 - 18

  Erscheinungsjahr:

  2024

  ISBN/ISSN:

  2045-2322

  DOI:

  doi:10.1038/s41598-024-54482-2

• Attention Modules Improve Image-Level Anomaly Detection for Industrial Inspection: A DifferNet Case Study

  Autoren:

  e Silva, André Luiz Vieira; Simões, Francisco; Kowerko, Danny; Schlosser, Tobias; Battisti, Felipe; Teichrieb, Veronica

  Quelle:

  IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jan 4-8 2024, Waikoloa, Hawai, pp. 8246-8255, 2024. - Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

  Erscheinungsjahr:

  2024

• Improving Learning-Based Birdsong Classification by Utilizing Combined Audio Augmentation Strategies

  Autoren:

  Sampath Kumar, Arunodhayan*; Schlosser, Tobias*; Kahl, Stefan*; Kowerko, Danny*

  Erscheinungsjahr:

  2023

• Improving OCT Image Segmentation of Retinal Layers by Utilizing a Machine Learning Based Multistage System of Stacked Multi-Scale Encoders and Decoders

  Autoren:

  Sampath Kumar, Arunodhayan; Schlosser, Tobias; Langner, Holger; Ritter, Marc; Kowerko, Danny*

  Quelle:

  In: Bioengineering. - MDPI. - 10. 2023, 10, S. 1177 - 1197

  Erscheinungsjahr:

  2023

  ISBN/ISSN:

  2306-5354

  DOI:

  doi:10.3390/bioengineering10101177

• A Consolidated Overview of Evaluation and Performance Metrics for Machine Learning and Computer Vision

  Autoren:

  Schlosser, Tobias*; Friedrich, Michael*; Meyer, Trixy*; Kowerko, Danny*

  Erscheinungsjahr:

  2023

  DOI:

  doi:10.13140/RG.2.2.14331.69928

• Biologically Inspired Hexagonal Deep Learning for Hexagonal Image Processing With The Hexagonal Image Processing Framework Hexnet

  Autoren:

  Schlosser, Tobias; Friedrich, Michael; Meyer, Trixy; Kowerko, Danny; Eibl, Maximilian

  Erscheinungsjahr:

  2023

• Visual Acuity Prediction on Real-Life Patient Data Using a Machine Learning Based Multistage System

  Autoren:

  Schlosser, Tobias*; Beuth, Frederik; Meyer, Trixy; Sampath Kumar, Arunodhayan; Stolze, Gabriel; Furashova, Olga; Engelmann, Katrin; Kowerko, Danny

  Erscheinungsjahr:

  2023

  DOI:

  doi:10.48550/arXiv.2204.11970

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