Deep Learning Based Rib Centerline Extraction and Labeling. - Matthias Lenga; Tobias Klinder; Christian Bürger; Jens von Berg; Astrid Franz; Cristian Lorenz (MSKI@MICCAI, 2018)

Offset regression networks for view plane estimation in 3D fetal ultrasound. - Alexander Schmidt-Richberg; Nicole Schadewaldt; Tobias Klinder; Matthias Lenga; Robert Trahms; Earl Canfield; David Roundhill; Cristian Lorenz (Image Processing, 2019)

Continual Learning for Domain Adaptation in Chest X-ray Classification. - Matthias Lenga; Heinrich Schulz; Axel Saalbach (MIDL, 2020)

Combining deep learning and model-based segmentation for labeled spine CT segmentation. - Christian Bürger; Jens von Berg; Astrid Franz; Tobias Klinder; Cristian Lorenz; Matthias Lenga (Image Processing, 2020)

Detecting genetic alterations in BRAF and NTRK as oncogenic drivers in digital pathology images: towards model generalization within and across multiple thyroid cohorts. - Johannes Höhne; Jacob de Zoete; Arndt A. Schmitz; Tricia Bal; Emmanuelle di Tomaso; Matthias Lenga (COMPAY@MICCAI, 2021)

Multi-Resolution 3D Convolutional Neural Networks for Automatic Coronary Centerline Extraction in Cardiac CT Angiography Scans. - Zohaib Salahuddin; Matthias Lenga; Hannes Nickisch (ISBI, 2021)

Landmark Constellation Models For Central Venous Catheter Malposition Detection. - Ilyas Sirazitdinov; Matthias Lenga; Ivo M. Baltruschat; Dmitry V. Dylov; Axel Saalbach (ISBI, 2021)

How Transferable are Self-supervised Features in Medical Image Classification Tasks? - Tuan Truong; Sadegh Mohammadi 003; Matthias Lenga (ML4H@NeurIPS, 2021)

FAIR4Cov: Fused Audio Instance and Representation for COVID-19 Detection. - Tuan Truong; Matthias Lenga; Antoine Serrurier; Sadegh Mohammadi 003 (CoRR, 2022)

Transfer Learning for Segmentation Problems: Choose the Right Encoder and Skip the Decoder. - Jonas Dippel; Matthias Lenga; Thomas Goerttler; Klaus Obermayer; Johannes Höhne (CoRR, 2022)

BraSyn 2023 Challenge: Missing MRI Synthesis and the Effect of Different Learning Objectives. - Ivo M. Baltruschat; Parvaneh Janbakhshi; Matthias Lenga (BraTS/CrossMoDA@MICCAI, 2023)

fRegGAN with K-space Loss Regularization for Medical Image Translation. - Ivo M. Baltruschat; Felix Kreis; Alexander Hoelscher; Melanie Dohmen; Matthias Lenga (CoRR, 2023)

Uncertainty Estimation in Contrast-Enhanced Mr Image Translation with Multi-Axis Fusion. - Ivo M. Baltruschat; Parvaneh Janbakhshi; Melanie Dohmen; Matthias Lenga (ISBI, 2024)

Medical Image Retrieval Using Pretrained Embeddings. - Farnaz Khun Jush; Tuan Truong; Steffen Vogler; Matthias Lenga (ISBI, 2024)

Benchmarking Pretrained Vision Embeddings for Near- and Duplicate Detection in Medical Images. - Tuan Truong; Farnaz Khun Jush; Matthias Lenga (ISBI, 2024)

Five Pitfalls When Assessing Synthetic Medical Images with Reference Metrics. - Melanie Dohmen; Tuan Truong; Ivo M. Baltruschat; Matthias Lenga (DGM4MICCAI@MICCAI, 2024)

Similarity Metrics for MR Image-To-Image Translation. - Melanie Dohmen; Mark Klemens; Ivo M. Baltruschat; Tuan Truong; Matthias Lenga (CoRR, 2024)

Fused Audio Instance and Representation for Respiratory Disease Detection. - Tuan Truong; Matthias Lenga; Antoine Serrurier; Sadegh Mohammadi 003 (Sensors, 2024)

Content-Based Image Retrieval for Multi-Class Volumetric Radiology Images: A Benchmark Study. - Farnaz Khun Jush; Steffen Vogler; Tuan Truong; Matthias Lenga (IEEE Access, 2025)

Exploring AI-based System Design for Pixel-level Protected Health Information Detection in Medical Images. - Tuan Truong; Ivo M. Baltruschat; Mark Klemens; Grit Werner; Matthias Lenga (CoRR, 2025)

Content-based 3D Image Retrieval and a ColBERT-inspired Re-ranking for Tumor Flagging and Staging. - Farnaz Khun Jush; Steffen Vogler; Matthias Lenga (CoRR, 2025)