Automated identification of cell populations in flow cytometry data with transformers M Wödlinger, M Reiter, L Weijler, M Maurer-Granofszky, A Schumich, ... Computers in Biology and Medicine 144, 105314, 2022 | 21 | 2022 |
UMAP based anomaly detection for minimal residual disease quantification within acute myeloid leukemia L Weijler, F Kowarsch, M Wödlinger, M Reiter, M Maurer-Granofszky, ... Cancers 14 (4), 898, 2022 | 19 | 2022 |
Towards self-explainable transformers for cell classification in flow cytometry data F Kowarsch, L Weijler, M Wödlinger, M Reiter, M Maurer-Granofszky, ... International Workshop on Interpretability of Machine Intelligence in …, 2022 | 8 | 2022 |
FATE: Feature-Agnostic Transformer-based Encoder for learning generalized embedding spaces in flow cytometry data L Weijler, F Kowarsch, M Reiter, P Hermosilla, M Maurer-Granofszky, ... Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | 7 | 2024 |
Detecting rare cell populations in flow cytometry data using UMAP L Weijler, M Diem, M Reiter, M Maurer-Granofszky 2020 25th International Conference on Pattern Recognition (ICPR), 4903-4909, 2021 | 7 | 2021 |
FCM marker importance for MRD assessment in T‐cell acute lymphoblastic leukemia: An AIEOP‐BFM‐ALL‐FLOW study group report F Kowarsch, M Maurer‐Granofszky, L Weijler, M Wödlinger, M Reiter, ... Cytometry Part A 105 (1), 24-35, 2024 | 2 | 2024 |
TTT-KD: Test-Time Training for 3D Semantic Segmentation through Knowledge Distillation from Foundation Models L Weijler, MJ Mirza, L Sick, C Ekkazan, P Hermosilla arXiv preprint arXiv:2403.11691, 2024 | 1 | 2024 |
Explainable Techniques for Analyzing Flow Cytometry Cell Transformers F Kowarsch, L Weijler, FL Kleber, M Wödlinger, M Reiter, ... arXiv preprint arXiv:2307.14581, 2023 | 1 | 2023 |
On the importance of local and global feature learning for automated measurable residual disease detection in flow cytometry data L Weijler, M Reiter, P Hermosilla, M Maurer-Granofszky, M Dworzak International Conference on Pattern Recognition, 316-331, 2025 | | 2025 |
Incarceration history is associated with HIV infection among community‐recruited people who inject drugs in Europe: A propensity‐score matched analysis of cross‐sectional studies A Uusküla, J Rannap, L Weijler, A Abagiu, V Arendt, G Barrio, H Barros, ... Addiction 118 (11), 2177-2192, 2023 | | 2023 |
Explainable Visualization Techniques for Transformers in Flow Cytometry Data F Kowarsch, LM Weijler, MG Wödlinger, F Kleber, M Maurer-Granofszky, ... | | 2023 |