Ivo Matteo Baltruschat
Ivo Matteo Baltruschat
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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
832019
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
272018
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
162019
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
42019
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
42019
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
12019
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
12018
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
2020
Intelligent Chest X-ray Worklist Prioritization by CNNs: A Clinical Workflow Simulation
IM Baltruschat, L Steinmeister, H Nickisch, A Saalbach, M Grass, G Adam, ...
arXiv preprint arXiv:2001.08625, 2020
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
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
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
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 2019, 2019
2019
Does Bone Suppression and Lung Detection Improve Chest Disease Classification?
IM Baltruschat, LA Steinmeister, H Ittrich, G Adam, H Nickisch, A Saalbach, ...
Bildverarbeitung für die Medizin 2019, 184-184, 2019
2019
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