Matthias Lenga

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 21

Top Topics

Medical Image Retrieval

Top Venues

Medical Imaging: Image Processing

Publications

Melanie Dohmen, Mark Klemens, Ivo M. Baltruschat, Tuan Truong, Matthias Lenga
Similarity Metrics for MR Image-To-Image Translation. CoRR (2024)
Ivo M. Baltruschat, Parvaneh Janbakhshi, Matthias Lenga
BraSyn 2023 challenge: Missing MRI synthesis and the effect of different learning objectives. CoRR (2024)
Farnaz Khun Jush, Steffen Vogler, Tuan Truong, Matthias Lenga
Content-Based Image Retrieval for Multi-Class Volumetric Radiology Images: A Benchmark Study. CoRR (2024)
Tuan Truong, Farnaz Khun Jush, Matthias Lenga
Benchmarking Pretrained Vision Embeddings for Near- and Duplicate Detection in Medical Images. CoRR (2023)
Ivo M. Baltruschat, Felix Kreis, Alexander Hoelscher, Melanie Dohmen, Matthias Lenga
fRegGAN with K-space Loss Regularization for Medical Image Translation. CoRR (2023)
Farnaz Khun Jush, Tuan Truong, Steffen Vogler, Matthias Lenga
Medical Image Retrieval Using Pretrained Embeddings. CoRR (2023)
Ivo M. Baltruschat, Parvaneh Janbakhshi, Melanie Dohmen, Matthias Lenga
Uncertainty Estimation in Contrast-Enhanced MR Image Translation with Multi-Axis Fusion. CoRR (2023)
Tuan Truong, Matthias Lenga, Antoine Serrurier, Sadegh Mohammadi
FAIR4Cov: Fused Audio Instance and Representation for COVID-19 Detection. CoRR (2022)
Jonas Dippel, Matthias Lenga, Thomas Goerttler, Klaus Obermayer, Johannes Höhne
Transfer Learning for Segmentation Problems: Choose the Right Encoder and Skip the Decoder. CoRR (2022)
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)
Zohaib Salahuddin, Matthias Lenga, Hannes Nickisch
Multi-Resolution 3D Convolutional Neural Networks for Automatic Coronary Centerline Extraction in Cardiac CT Angiography Scans. ISBI (2021)
Ilyas Sirazitdinov, Matthias Lenga, Ivo M. Baltruschat, Dmitry V. Dylov, Axel Saalbach
Landmark Constellation Models For Central Venous Catheter Malposition Detection. ISBI (2021)
Tuan Truong, Sadegh Mohammadi, Matthias Lenga
How Transferable are Self-supervised Features in Medical Image Classification Tasks? ML4H@NeurIPS (2021)
Tuan Truong, Sadegh Mohammadi, Matthias Lenga
How Transferable Are Self-supervised Features in Medical Image Classification Tasks? CoRR (2021)
Matthias Lenga, Heinrich Schulz, Axel Saalbach
Continual Learning for Domain Adaptation in Chest X-ray Classification. CoRR (2020)
Matthias Lenga, Heinrich Schulz, Axel Saalbach
Continual Learning for Domain Adaptation in Chest X-ray Classification. MIDL (2020)
Zohaib Salahuddin, Matthias Lenga, Hannes Nickisch
Multi-Resolution 3D Convolutional Neural Networks for Automatic Coronary Centerline Extraction in Cardiac CT Angiography Scans. CoRR (2020)
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)
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)
Matthias Lenga, Tobias Klinder, Christian Bürger, Jens von Berg, Astrid Franz, Cristian Lorenz
Deep Learning Based Rib Centerline Extraction and Labeling. CoRR (2018)
Matthias Lenga, Tobias Klinder, Christian Bürger, Jens von Berg, Astrid Franz, Cristian Lorenz
Deep Learning Based Rib Centerline Extraction and Labeling. MSKI@MICCAI (2018)