| Continual Learning for Domain Adaptation in Chest X-ray Classification M Lenga, H Schulz, A Saalbach Medical Imaging with Deep Learning (MIDL) 121, 413-423, 2020 | 72 | 2020 |
| How Transferable Are Self-supervised Features in Medical Image Classification Tasks? T Truong, S Mohammadi, M Lenga Machine Learning for Health, 54-74, 2021 | 57 | 2021 |
| Combining deep learning and model-based segmentation for labeled spine CT segmentation C Buerger, J von Berg, A Franz, T Klinder, C Lorenz, M Lenga Medical imaging 2020: image processing 11313, 307-314, 2020 | 19 | 2020 |
| Multi-resolution 3d convolutional neural networks for automatic coronary centerline extraction in cardiac CT angiography scans Z Salahuddin, M Lenga, H Nickisch 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 91-95, 2021 | 17 | 2021 |
| Deep learning based rib centerline extraction and labeling M Lenga, T Klinder, C Bürger, J von Berg, A Franz, C Lorenz MICCAI workshop on Computational Methods and Clinical Applications in …, 2018 | 16 | 2018 |
| Representable options M Lenga University of Kiel, Department of Financial Mathematics, 2017 | 10 | 2017 |
| Are American options European after all? S Christensen, J Kallsen, M Lenga The Annals of Applied Probability 32 (2), 853-892, 2022 | 9 | 2022 |
| Offset regression networks for view plane estimation in 3D fetal ultrasound A Schmidt-Richberg, N Schadewaldt, T Klinder, M Lenga, R Trahms, ... Medical Imaging 2019: Image Processing 10949, 907-912, 2019 | 9 | 2019 |
| Medical image retrieval using pretrained embeddings FK Jush, T Truong, S Vogler, M Lenga 2024 IEEE International Symposium on Biomedical Imaging (ISBI), 1-5, 2024 | 7 | 2024 |
| Detecting genetic alterations in BRAF and NTRK as oncogenic drivers in digital pathology images: Towards model generalization within and across multiple thyroid cohorts J Höhne, J de Zoete, AA Schmitz, T Bal, E di Tomaso, M Lenga MICCAI Workshop on Computational Pathology, 105-116, 2021 | 7 | 2021 |
| Landmark constellation models for central venous catheter malposition detection I Sirazitdinov, M Lenga, IM Baltruschat, DV Dylov, A Saalbach 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 1132-1136, 2021 | 7 | 2021 |
| Similarity and quality metrics for MR image-to-image translation M Dohmen, MA Klemens, IM Baltruschat, T Truong, M Lenga Nature Scientific Reports 15 (1), 3853, 2025 | 5 | 2025 |
| BraSyn 2023 challenge: Missing MRI synthesis and the effect of different learning objectives IM Baltruschat, P Janbakhshi, M Lenga International Challenge on Cross-Modality Domain Adaptation for Medical …, 2023 | 3 | 2023 |
| Benchmarking pretrained vision embeddings for near-and duplicate detection in medical images T Truong, FK Jush, M Lenga 2024 IEEE International Symposium on Biomedical Imaging (ISBI), 1-5, 2024 | 2 | 2024 |
| Fused Audio Instance and Representation for Respiratory Disease Detection T Truong, M Lenga, A Serrurier, S Mohammadi Sensors 24, 6176, 2024 | 2 | 2024 |
| Transfer Learning for Segmentation Problems: Choose the Right Encoder and Skip the Decoder J Dippel, M Lenga, T Goerttler, K Obermayer, J Höhne arXiv preprint arXiv:2207.14508, 2022 | 2 | 2022 |
| Five Pitfalls When Assessing Synthetic Medical Images with Reference Metrics M Dohmen, T Truong, IM Baltruschat, M Lenga MICCAI Workshop on Deep Generative Models, 150-159, 2024 | 1 | 2024 |
| Content-Based Image Retrieval for Multi-Class Volumetric Radiology Images: A Benchmark Study FK Jush, S Vogler, T Truong, M Lenga arXiv preprint arXiv:2405.09334, 2024 | 1 | 2024 |
| Multimodal representation learning J Hoehne, S Vogler, M Lenga US Patent App. 18/280,160, 2024 | 1 | 2024 |
| fRegGAN with k-space loss regularization for medical image translation IM Baltruschat, F Kreis, A Hoelscher, M Dohmen, M Lenga arXiv preprint arXiv:2303.15938, 2023 | 1 | 2023 |
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