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Dimitrios Lenis
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2020 – today
- 2024
- [j6]Theresa Neubauer
, Astrid Berg
Multiscale Attention-Based Instance Segmentation for Measuring Crystals With Large Size Variation. IEEE Trans. Instrum. Meas. 73: 1-13 (2024) - [c5]Gaia Romana De Paolis, Dimitrios Lenis, Johannes Novotny, Maria Wimmer, Astrid Berg, Theresa Neubauer, Philip Matthias Winter, David Major, Ariharasudhan Muthusami, Gerald Schröcker, Martin Mienkina, Katja Bühler:
Fast Medical Shape Reconstruction via Meta-learned Implicit Neural Representations. ShapeMI@MICCAI 2024: 189-204 - [i11]Theresa Neubauer, Astrid Berg, Maria Wimmer, Dimitrios Lenis, David Major, Philip Matthias Winter, Gaia Romana De Paolis, Johannes Novotny, Daniel Lüftner, Katja Reinharter, Katja Bühler
Multi-scale attention-based instance segmentation for measuring crystals with large size variation. CoRR abs/2401.03939 (2024) - [i10]Philip Matthias Winter, Maria Wimmer, David Major, Dimitrios Lenis, Astrid Berg, Theresa Neubauer, Gaia Romana De Paolis, Johannes Novotny, Sophia Ulonska, Katja Bühler
PARMESAN: Parameter-Free Memory Search and Transduction for Dense Prediction Tasks. CoRR abs/2403.11743 (2024) - [i9]Gaia Romana De Paolis, Dimitrios Lenis, Johannes Novotny, Maria Wimmer, Astrid Berg, Theresa Neubauer, Philip Matthias Winter, David Major, Ariharasudhan Muthusami, Gerald Schröcker, Martin Mienkina, Katja Bühler:
Fast Medical Shape Reconstruction via Meta-learned Implicit Neural Representations. CoRR abs/2409.07100 (2024) - 2023
- [j5]Astrid Berg
Employing similarity to highlight differences: On the impact of anatomical assumptions in chest X-ray registration methods. Comput. Biol. Medicine 154: 106543 (2023) - [j4]David Major
On the Importance of Domain Awareness in Classifier Interpretations in Medical Imaging. IEEE Trans. Medical Imaging 42(8): 2286-2298 (2023) - [i8]Astrid Berg, Eva Vandersmissen, Maria Wimmer, David Major, Theresa Neubauer, Dimitrios Lenis, Jeroen Cant, Annemiek Snoeckx, Katja Bühler
Employing similarity to highlight differences: On the impact of anatomical assumptions in chest X-ray registration methods. CoRR abs/2301.09338 (2023) - 2022
- [j3]Maria Wimmer
Multi-Task Fusion for Improving Mammography Screening Data Classification. IEEE Trans. Medical Imaging 41(4): 937-950 (2022) - [c4]Marc Dietrichstein, David Major, Martin Trapp
Anomaly Detection Using Generative Models and Sum-Product Networks in Mammography Scans. DGM4MICCAI@MICCAI 2022: 77-86 - [i7]Marc Dietrichstein, David Major, Maria Wimmer, Dimitrios Lenis, Philip Winter, Astrid Berg, Theresa Neubauer, Katja Bühler
Anomaly Detection using Generative Models and Sum-Product Networks in Mammography Scans. CoRR abs/2210.06188 (2022) - 2021
- [i6]Maria Wimmer, Gert Sluiter, David Major, Dimitrios Lenis, Astrid Berg, Theresa Neubauer, Katja Bühler:
Multi-task fusion for improving mammography screening data classification. CoRR abs/2112.01320 (2021) - 2020
- [c3]David Major, Dimitrios Lenis
Interpreting Medical Image Classifiers by Optimization Based Counterfactual Impact Analysis. ISBI 2020: 1096-1100 - [c2]Theresa Neubauer, Maria Wimmer
Soft Tissue Sarcoma Co-segmentation in Combined MRI and PET/CT Data. ML-CDS/CLIP@MICCAI 2020: 97-105 - [c1]Dimitrios Lenis
Domain Aware Medical Image Classifier Interpretation by Counterfactual Impact Analysis. MICCAI (1) 2020: 315-325 - [i5]David Major, Dimitrios Lenis, Maria Wimmer, Gert Sluiter, Astrid Berg, Katja Bühler:
Interpreting Medical Image Classifiers by Optimization Based Counterfactual Impact Analysis. CoRR abs/2004.01610 (2020) - [i4]Dimitrios Lenis, David Major, Maria Wimmer, Astrid Berg, Gert Sluiter, Katja Bühler:
Domain aware medical image classifier interpretation by counterfactual impact analysis. CoRR abs/2007.06312 (2020) - [i3]Theresa Neubauer, Maria Wimmer, Astrid Berg, David Major, Dimitrios Lenis, Thomas Beyer, Jelena Saponjski, Katja Bühler:
Soft Tissue Sarcoma Co-Segmentation in Combined MRI and PET/CT Data. CoRR abs/2008.12544 (2020)
2010 – 2019
- 2019
- [j2]Alexey A. Novikov
Deep Sequential Segmentation of Organs in Volumetric Medical Scans. IEEE Trans. Medical Imaging 38(5): 1207-1215 (2019) - 2018
- [j1]Alexey A. Novikov
Fully Convolutional Architectures for Multiclass Segmentation in Chest Radiographs. IEEE Trans. Medical Imaging 37(8): 1865-1876 (2018) - [i2]Alexey A. Novikov, David Major, Maria Wimmer, Dimitrios Lenis, Katja Bühler:
Deep Sequential Segmentation of Organs in Volumetric Medical Scans. CoRR abs/1807.02437 (2018) - 2017
- [i1]Alexey A. Novikov, David Major, Dimitrios Lenis, Jirí Hladuvka, Maria Wimmer, Katja Bühler:
Fully Convolutional Architectures for Multi-Class Segmentation in Chest Radiographs. CoRR abs/1701.08816 (2017)
Coauthor Index
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