Ivo Matteo Baltruschat
Ivo Matteo Baltruschat
Other namesIvo M. Baltruschat, Ivo Baltruschat
Medical Imaging Scientist, Bayer
Verified email at - Homepage
Cited by
Cited by
Comparison of deep learning approaches for multi-label chest X-ray classification
IM Baltruschat, H Nickisch, M Grass, T Knopp, A Saalbach
Scientific reports 9 (1), 1-10, 2019
Skin lesion classification using cnns with patch-based attention and diagnosis-guided loss weighting
N Gessert, T Sentker, F Madesta, R Schmitz, H Kniep, I Baltruschat, ...
IEEE Transactions on Biomedical Engineering 67 (2), 495-503, 2019
Skin Lesion Diagnosis using Ensembles, Unscaled Multi-Crop Evaluation and Loss Weighting
N Gessert, T Sentker, F Madesta, R Schmitz, H Kniep, I Baltruschat, ...
arXiv preprint arXiv:1808.01694, 2018
Smart chest X-ray worklist prioritization using artificial intelligence: a clinical workflow simulation
I Baltruschat, L Steinmeister, H Nickisch, A Saalbach, M Grass, G Adam, ...
European radiology 31 (6), 3837-3845, 2021
Deep Learning for Pneumothorax Detection and Localization in Chest Radiographs
A Gooßen, H Deshpande, T Harder, E Schwab, I Baltruschat, ...
arXiv preprint arXiv:1907.07324, 2019
When does Bone Suppression and Lung Field Segmentation Improve Chest X-Ray Disease Classification?
IM Baltruschat, L Steinmeister, H Ittrich, G Adam, H Nickisch, A Saalbach, ...
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019
3d-SMRnet: Achieving a new quality of MPI system matrix recovery by deep learning
IM Baltruschat, P Szwargulski, F Griese, M Grosser, R Werner, T Knopp
International Conference on Medical Image Computing and Computer-Assisted …, 2020
Scaling the U-net: segmentation of biodegradable bone implants in high-resolution synchrotron radiation microtomograms
IM Baltruschat, H Ćwieka, D Krüger, B Zeller-Plumhoff, F Schlünzen, ...
Scientific Reports 11 (1), 1-10, 2021
Orientation regression in hand radiographs: a transfer learning approach
IM Baltruschat, A Saalbach, MP Heinrich, H Nickisch, S Jockel
Medical Imaging 2018: Image Processing 10574, 105741W, 2018
Pneumothorax detection and localization in chest radiographs: a comparison of deep learning approaches
A Gooßen, H Deshpande, T Harder, E Schwab, I Baltruschat, ...
International conference on medical imaging with deep learning--extended …, 2019
Landmark Constellation Models For Central Venous Catheter Malposition Detection
I Sirazitdinov, M Lenga, IM Baltruschat, DV Dylov, A Saalbach
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 1132-1136, 2021
Deep learning for automatic lung disease analysis in chest x-rays
IM Baltruschat
Technische Universität Hamburg, 2021
System and method for image decomposition of a projection image
IM Baltruschat, T Knopp, H Nickisch, A Saalbach
US Patent App. 16/962,548, 2020
Intelligent Chest X-Ray Worklist Prioritization by Deep Learning
L Steinmeister, IM Baltruschat, H Ittrich, A Saalbach, H Nickisch, M Grass, ...
European Congress of Radiology-ECR 2020, 2020
Multi-Task Deep Learning Method for a Neural Network for Automatic Pathology Detection
A Groth, A Saalbach, I Baltruschat, J Von Berg, M Grass
WO Patent WO2020260459A1, 2020
Wrestling the Devil of Wasting Time: MPI System Matrix Recovery by Deep Learning
IM Baltruschat, F Griese, P Szwargulski, R Werner, T Knopp
IWMPI, 2019
Neuronale Netze zur Pathologiedetektion bei Röntgenthoraxuntersuchungen: Verbesserung durch intelligente Vorverarbeitung
I Baltruschat, M Grass, A Saalbach, H Nickisch, J von Berg, L Steinmeister, ...
RöFo-Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden …, 2019
Effect of advanced image preprocessing for multi-label chest X-ray classification
M Grass, IM Baltruschat, A Saalbach, H Nickisch, J von Berg, H Ittrich, ...
European Congress of Radiology-ECR 2019, 2019
Reconstruction, processing and analysis of tomography data at the Hereon beamlines P05/P07 at PETRA III
JP Moosmann, F Beckmann, JU Hammel, F Wilde, I Greving, M Riedel, ...
Developments in X-Ray Tomography XIV 12242, 2022
High resolution X-ray imaging of degradation and osseointegration of Mg-5Gd and Mg-10Gd screws implanted in rat tibia
H Ćwieka, B Zeller-Plumhoff, IM Baltruschat, J Moosmann, ...
14th International Symposium on Biodegradable Metals, 2022
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