| Automated annotator variability inspection for biomedical image segmentation MP Schilling, T Scherr, FR Münke, O Neumann, M Schutera, R Mikut, ... IEEE access 10, 2753-2765, 2022 | 17 | 2022 |
| KaIDA: a modular tool for assisting image annotation in deep learning MP Schilling, S Schmelzer, L Klinger, M Reischl Journal of Integrative Bioinformatics 19 (4), 20220018, 2022 | 12 | 2022 |
| CoNIC Challenge: Pushing the frontiers of nuclear detection, segmentation, classification and counting S Graham, QD Vu, M Jahanifar, M Weigert, U Schmidt, W Zhang, J Zhang, ... Medical image analysis 92, 103047, 2024 | 9 | 2024 |
| microbeSEG: A deep learning software tool with OMERO data management for efficient and accurate cell segmentation T Scherr, J Seiffarth, B Wollenhaupt, O Neumann, MP Schilling, ... Plos one 17 (11), e0277601, 2022 | 8* | 2022 |
| Ciscnet-a single-branch cell nucleus instance segmentation and classification network M Böhland, O Neumann, MP Schilling, M Reischl, R Mikut, K Löffler, ... 2022 IEEE International Symposium on Biomedical Imaging Challenges (ISBIC), 1-5, 2022 | 8* | 2022 |
| “Cells‐to‐cDNA on Chip”: Phenotypic Assessment and Gene Expression Analysis from Live Cells in Nanoliter Volumes Using Droplet Microarrays S Chakraborty, C Luchena, JJ Elton, MP Schilling, M Reischl, M Roux, ... Advanced Healthcare Materials 11 (12), 2102493, 2022 | 7 | 2022 |
| Self-supervised learning for annotation efficient biomedical image segmentation L Rettenberger, M Schilling, S Elser, M Böhland, M Reischl IEEE Transactions on Biomedical Engineering, 2023 | 6 | 2023 |
| Label Assistant: A Workflow for Assisted Data Annotation in Image Segmentation Tasks MP Schilling, L Rettenberger, F Münke, H Cui, AA Popova, PA Levkin, ... 31. Workshop Computational Intelligence, 211-234, 2021 | 6 | 2021 |
| Repurposing FDA‐approved drugs for temozolomide‐resistant IDH1 mutant glioma using high‐throughput miniaturized screening on droplet microarray chip H Cui, X Sun, M Schilling, C Herold‐Mende, M Reischl, PA Levkin, ... Advanced Healthcare Materials 12 (24), 2300591, 2023 | 5 | 2023 |
| Radar Artifact Labeling Framework (RALF): Method for Plausible Radar Detections in Datasets ST Isele, MP Schilling, FE Klein, S Saralajew, JM Zoellner International Conference on Vehicle Technology and Intelligent Transport …, 2021 | 5 | 2021 |
| Annotation efforts in image segmentation can be reduced by neural network bootstrapping L Rettenberger, M Schilling, M Reischl Current Directions in Biomedical Engineering 8 (2), 329-332, 2022 | 4 | 2022 |
| Impact of annotation noise on histopathology nucleus segmentation MP Schilling, N Ahuja, L Rettenberger, T Scherr, M Reischl Current Directions in Biomedical Engineering 8 (2), 197-200, 2022 | 4 | 2022 |
| Grid screener: A tool for automated high-throughput screening on biochemical and biological analysis platforms MP Schilling, S Schmelzer, JEU Gómez, AA Popova, PA Levkin, ... IEEE access 9, 166027-166038, 2021 | 4 | 2021 |
| A computational workflow for interdisciplinary deep learning projects utilizing bwHPC infrastructure MP Schilling, O Neumann, T Scherr, H Cui, AA Popova, PA Levkin, ... Proceedings of the 7th bwHPC Symposium 7, 69-74, 2022 | 3 | 2022 |
| Method and system for automatically labeling radar data ST Isele, MP Schilling US Patent App. 17/386,598, 2022 | 3 | 2022 |
| Annotating Automotive Radar efficiently: Semantic Radar Labeling Framework (SeRaLF) ST Isele, MP Schilling, FE Klein, JM Zoellner Machine Learning for Autonomous Driving Workshop at the 34th Conference on …, 2020 | 3 | 2020 |
| Automated Style-Aware Selection of Annotated Pre-Training Databases in Biomedical Imaging M Molina-Moreno, MP Schilling, M Reischl, R Mikut 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-5, 2023 | 2 | 2023 |
| EasyMLServe: Easy deployment of REST machine learning services O Neumann, M Schilling, M Reischl, R Mikut PROCEEDINGS 32. WORKSHOP COMPUTATIONAL INTELLIGENCE 1, 11, 2022 | 1 | 2022 |
| AI2Seg: A Method and Tool for AI-based Annotation Inspection of Biomedical Instance Segmentation Datasets MP Schilling, L Klinger, U Schumacher, S Schmelzer, MB López, ... 2023 45th Annual International Conference of the IEEE Engineering in …, 2023 | | 2023 |
| Automated high-throughput image processing as part of the screening platform for personalized oncology MP Schilling, R El Khaled El Faraj, JE Urrutia Gómez, SJ Sonnentag, ... Scientific Reports 13 (1), 5107, 2023 | | 2023 |
