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Journal Articles
- 2024
[j1]Tuan Truong
, Matthias Lenga, Antoine Serrurier, Sadegh Mohammadi:
Fused Audio Instance and Representation for Respiratory Disease Detection. Sensors 24(19): 6176 (2024)
Conference and Workshop Papers
- 2024
- [c12]Ivo M. Baltruschat, Parvaneh Janbakhshi, Melanie Dohmen, Matthias Lenga:
Uncertainty Estimation in Contrast-Enhanced Mr Image Translation with Multi-Axis Fusion. ISBI 2024: 1-5 - [c11]Farnaz Khun Jush, Tuan Truong, Steffen Vogler, Matthias Lenga:
Medical Image Retrieval Using Pretrained Embeddings. ISBI 2024: 1-5 - [c10]Tuan Truong, Farnaz Khun Jush, Matthias Lenga:
Benchmarking Pretrained Vision Embeddings for Near- and Duplicate Detection in Medical Images. ISBI 2024: 1-5 - [c9]Melanie Dohmen, Tuan Truong, Ivo M. Baltruschat, Matthias Lenga:
Five Pitfalls When Assessing Synthetic Medical Images with Reference Metrics. DGM4MICCAI@MICCAI 2024: 150-159 - 2021
- [c8]Johannes Höhne, Jacob de Zoete, Arndt A. Schmitz, Tricia Bal, Emmanuelle di Tomaso, Matthias Lenga:
Detecting genetic alterations in BRAF and NTRK as oncogenic drivers in digital pathology images: towards model generalization within and across multiple thyroid cohorts. COMPAY@MICCAI 2021: 105-116 - [c7]Zohaib Salahuddin, Matthias Lenga, Hannes Nickisch:
Multi-Resolution 3D Convolutional Neural Networks for Automatic Coronary Centerline Extraction in Cardiac CT Angiography Scans. ISBI 2021: 91-95 - [c6]Ilyas Sirazitdinov, Matthias Lenga, Ivo M. Baltruschat, Dmitry V. Dylov, Axel Saalbach:
Landmark Constellation Models For Central Venous Catheter Malposition Detection. ISBI 2021: 1132-1136 - [c5]Tuan Truong, Sadegh Mohammadi, Matthias Lenga:
How Transferable are Self-supervised Features in Medical Image Classification Tasks? ML4H@NeurIPS 2021: 54-74 - 2020
- [c4]Matthias Lenga, Heinrich Schulz, Axel Saalbach:
Continual Learning for Domain Adaptation in Chest X-ray Classification. MIDL 2020: 413-423 - [c3]Christian Bürger, Jens von Berg, Astrid Franz, Tobias Klinder, Cristian Lorenz, Matthias Lenga:
Combining deep learning and model-based segmentation for labeled spine CT segmentation. Medical Imaging: Image Processing 2020: 113131C - 2019
- [c2]Alexander Schmidt-Richberg, Nicole Schadewaldt, Tobias Klinder, Matthias Lenga, Robert Trahms, Earl Canfield, David Roundhill, Cristian Lorenz:
Offset regression networks for view plane estimation in 3D fetal ultrasound. Medical Imaging: Image Processing 2019: 109493K - 2018
- [c1]Matthias Lenga, Tobias Klinder, Christian Bürger, Jens von Berg, Astrid Franz, Cristian Lorenz:
Deep Learning Based Rib Centerline Extraction and Labeling. MSKI@MICCAI 2018: 99-113
Informal and Other Publications
- 2024
- [i14]Ivo M. Baltruschat, Parvaneh Janbakhshi, Matthias Lenga:
BraSyn 2023 challenge: Missing MRI synthesis and the effect of different learning objectives. CoRR abs/2403.07800 (2024) - [i13]Melanie Dohmen, Mark Klemens, Ivo M. Baltruschat, Tuan Truong, Matthias Lenga:
Similarity Metrics for MR Image-To-Image Translation. CoRR abs/2405.08431 (2024) - [i12]Farnaz Khun Jush, Steffen Vogler, Tuan Truong, Matthias Lenga:
Content-Based Image Retrieval for Multi-Class Volumetric Radiology Images: A Benchmark Study. CoRR abs/2405.09334 (2024) - [i11]Melanie Dohmen, Tuan Truong, Ivo M. Baltruschat, Matthias Lenga:
Five Pitfalls When Assessing Synthetic Medical Images with Reference Metrics. CoRR abs/2408.06075 (2024) - 2023
- [i10]Ivo M. Baltruschat, Felix Kreis, Alexander Hoelscher, Melanie Dohmen, Matthias Lenga:
fRegGAN with K-space Loss Regularization for Medical Image Translation. CoRR abs/2303.15938 (2023) - [i9]Ivo M. Baltruschat, Parvaneh Janbakhshi, Melanie Dohmen, Matthias Lenga:
Uncertainty Estimation in Contrast-Enhanced MR Image Translation with Multi-Axis Fusion. CoRR abs/2311.12153 (2023) - [i8]Farnaz Khun Jush, Tuan Truong, Steffen Vogler, Matthias Lenga:
Medical Image Retrieval Using Pretrained Embeddings. CoRR abs/2311.13547 (2023) - [i7]Tuan Truong, Farnaz Khun Jush, Matthias Lenga:
Benchmarking Pretrained Vision Embeddings for Near- and Duplicate Detection in Medical Images. CoRR abs/2312.07273 (2023) - 2022
- [i6]Tuan Truong, Matthias Lenga, Antoine Serrurier, Sadegh Mohammadi:
FAIR4Cov: Fused Audio Instance and Representation for COVID-19 Detection. CoRR abs/2204.10581 (2022) - [i5]Jonas Dippel, Matthias Lenga, Thomas Goerttler, Klaus Obermayer, Johannes Höhne:
Transfer Learning for Segmentation Problems: Choose the Right Encoder and Skip the Decoder. CoRR abs/2207.14508 (2022) - 2021
- [i4]Tuan Truong, Sadegh Mohammadi, Matthias Lenga:
How Transferable Are Self-supervised Features in Medical Image Classification Tasks? CoRR abs/2108.10048 (2021) - 2020
- [i3]Matthias Lenga, Heinrich Schulz, Axel Saalbach:
Continual Learning for Domain Adaptation in Chest X-ray Classification. CoRR abs/2001.05922 (2020) - [i2]Zohaib Salahuddin, Matthias Lenga, Hannes Nickisch:
Multi-Resolution 3D Convolutional Neural Networks for Automatic Coronary Centerline Extraction in Cardiac CT Angiography Scans. CoRR abs/2010.00925 (2020) - 2018
- [i1]Matthias Lenga, Tobias Klinder, Christian Bürger, Jens von Berg, Astrid Franz, Cristian Lorenz:
Deep Learning Based Rib Centerline Extraction and Labeling. CoRR abs/1809.07082 (2018)
Coauthor Index
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