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Matthias Lenga
Matthias Lenga
Bayer AG
Bestätigte E-Mail-Adresse bei bayer.com
Titel
Zitiert von
Zitiert von
Jahr
Continual Learning for Domain Adaptation in Chest X-ray Classification
M Lenga, H Schulz, A Saalbach
Medical Imaging with Deep Learning (MIDL) 121, 413-423, 2020
312020
Deep learning based rib centerline extraction and labeling
M Lenga, T Klinder, C Bürger, J von Berg, A Franz, C Lorenz
MICCAI workshop on Computational Methods and Clinical Applications in …, 2018
112018
Combining deep learning and model-based segmentation for labeled spine CT segmentation
C Buerger, J von Berg, A Franz, T Klinder, C Lorenz, M Lenga
Medical Imaging 2020: Image Processing 11313, 307-314, 2020
92020
How Transferable Are Self-supervised Features in Medical Image Classification Tasks?
T Truong, S Mohammadi, M Lenga
Machine Learning for Health, 54-74, 2021
82021
Representable options
M Lenga
82017
Multi-resolution 3d convolutional neural networks for automatic coronary centerline extraction in cardiac CT angiography scans
Z Salahuddin, M Lenga, H Nickisch
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 91-95, 2021
72021
Offset regression networks for view plane estimation in 3D fetal ultrasound
A Schmidt-Richberg, N Schadewaldt, T Klinder, M Lenga, R Trahms, ...
Medical Imaging 2019: Image Processing 10949, 907-912, 2019
62019
Are American options European after all?
S Christensen, J Kallsen, M Lenga
The Annals of Applied Probability 32 (2), 853-892, 2022
52022
Detecting genetic alterations in BRAF and NTRK as oncogenic drivers in digital pathology images: towards model generalization within and across multiple thyroid cohorts
J Höhne, J de Zoete, AA Schmitz, T Bal, E di Tomaso, M Lenga
MICCAI Workshop on Computational Pathology, 105-116, 2021
22021
Confidence measure for a deployed machine learning model
M Lenga, R Wiemker, T Klinder, M Bergtholdt, H Carolus
US Patent App. 17/426,759, 2022
12022
Landmark Constellation Models For Central Venous Catheter Malposition Detection
I Sirazitdinov, M Lenga, IM Baltruschat, DV Dylov, A Saalbach
IEEE 18th International Symposium on Biomedical Imaging (ISBI), 2021
12021
Recording ultrasound images
DN Roundhill, T Klinder, A Schmidt-Richberg, M Lenga, ET Orasanu, ...
US Patent App. 17/764,029, 2022
2022
1648P Deep learning identifies oncogenic genetic alterations in BRAF and NTRK in H&E whole slide images from thyroid carcinomas
M Williams, V Pelekanou, J Hoehne, JD Zoete, A Schmitz, TA Bal, ...
Annals of Oncology 33, S1296, 2022
2022
Transfer Learning for Segmentation Problems: Choose the Right Encoder and Skip the Decoder
J Dippel, M Lenga, T Goerttler, K Obermayer, J Höhne
arXiv preprint arXiv:2207.14508, 2022
2022
Methods and systems for adjusting the field of view of an ultrasound probe
FM Weber, I Waechter-Stehle, T Wissel, A Ewald, M Lenga, J Peters
US Patent App. 17/438,964, 2022
2022
FAIR4Cov: Fused Audio Instance and Representation for COVID-19 Detection
T Truong, M Lenga, A Serrurier, S Mohammadi
arXiv preprint arXiv:2204.10581, 2022
2022
Generating a segmentation confidence map from node variations in a plurality of differently perturbed, model-based anatomical image segmentations
A Ewald, A Goossen, M Lenga, J Peters, SH Settlemier, I Waechter-stehle, ...
WO Patent App. PCT/EP2020/085,392, 2021
2021
Medical Image Segmentation and Atlas Image Selection
M Lenga, J Weese, T Wissel
WO Patent App. PCT/EP2020/084,860, 2021
2021
Data Augmentation for a Machine Learning Method
A Ewald, M Lenga, J Peters, I Waechter-Stehle, FM Weber, T Wissel
WO Patent App. PCT/EP2020/084,926, 2021
2021
A method and system for processing medical images
M Lenga, AR Franz, C Buerger, J Von Berg, T Klinder, C Lorenz
EP Patent App. 19,212,911, 2021
2021
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