Orientation regression in hand radiographs: a transfer learning approach. - Ivo M. Baltruschat; Axel Saalbach; Mattias P. Heinrich; Hannes Nickisch; Sascha Jockel (Image Processing, 2018)

Comparison of Deep Learning Approaches for Multi-Label Chest X-Ray Classification. - Ivo M. Baltruschat; Hannes Nickisch; Michael Grass 001; Tobias Knopp 001; Axel Saalbach (CoRR, 2018)

Skin Lesion Diagnosis using Ensembles, Unscaled Multi-Crop Evaluation and Loss Weighting. - Nils Gessert; Thilo Sentker; Frederic Madesta; Rüdiger Schmitz; Helge Kniep; Ivo M. Baltruschat; René Werner; Alexander Schlaefer (CoRR, 2018)

Abstract: Does Bone Suppression and Lung Detection Improve Chest Disease Classification? - Ivo M. Baltruschat; Leonhard Steinmeister; Harald Ittrich; Gerhard Adam; Hannes Nickisch; Axel Saalbach; Jens von Berg; Michael Grass 001; Tobias Knopp 001 (Bildverarbeitung für die Medizin, 2019)

When Does Bone Suppression And Lung Field Segmentation Improve Chest X-Ray Disease Classification? - Ivo M. Baltruschat; Leonhard Steinmeister; Harald Ittrich; Gerhard Adam; Hannes Nickisch; Axel Saalbach; Jens von Berg; Michael Grass 001; Tobias Knopp 001 (ISBI, 2019)

Deep Learning for Pneumothorax Detection and Localization in Chest Radiographs. - André Gooßen; Hrishikesh Deshpande; Tim Harder; Evan Schwab; Ivo M. Baltruschat; Thusitha De Silva Mabotuwana; Nathan M. Cross; Axel Saalbach (CoRR, 2019)

3d-SMRnet: Achieving a New Quality of MPI System Matrix Recovery by Deep Learning. - Ivo M. Baltruschat; Patryk Szwargulski; Florian Griese; Mirco Grosser; René Werner; Tobias Knopp 001 (MICCAI (2), 2020)

Intelligent Chest X-ray Worklist Prioritization by CNNs: A Clinical Workflow Simulation. - Ivo M. Baltruschat; Leonhard Steinmeister; Hannes Nickisch; Axel Saalbach; Michael Grass 001; Gerhard Adam; Harald Ittrich; Tobias Knopp 001 (CoRR, 2020)

Skin Lesion Classification Using CNNs With Patch-Based Attention and Diagnosis-Guided Loss Weighting. - Nils Gessert; Thilo Sentker; Frederic Madesta; Rüdiger Schmitz; Helge Kniep; Ivo M. Baltruschat; René Werner; Alexander Schlaefer (IEEE Trans. Biomed. Eng., 2020)

Abstract: Reduktion der Kalibrierungszeit für die Magnetpartikelbildgebung mittels Deep Learning. - Ivo M. Baltruschat; Patryk Szwargulski; Florian Griese; Mirco Grosser; René Werner; Tobias Knopp 001 (Bildverarbeitung für die Medizin, 2021)

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

Abstract: Verbesserung des 2D U-Nets für die 3D Mikrotomographie mit Synchrotronstrahlung mittels Multi-Axes Fusing. - Ivo M. Baltruschat; Hanna Cwieka; Diana Krüger; Berit Zeller-Plumhoff; Frank Schlünzen; Regine Willumeit-Römer; Julian Moosmann; Philipp Heuser (Bildverarbeitung für die Medizin, 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)

Surgical tool classification and localization: results and methods from the MICCAI 2022 SurgToolLoc challenge. - Aneeq Zia; Kiran Bhattacharyya; Xi Liu; Max Berniker; Ziheng Wang 003; Rogerio Nespolo; Satoshi Kondo; Satoshi Kasai; Kousuke Hirasawa; Bo Liu; David Austin; Yiheng Wang; et al. (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)

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)

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)