Optical force estimation for interactions between tool and soft tissues von Neidhardt, Maximilian, Mieling, Robin, Bengs, Marcel, Schlaefer, Alexander

Volltext

Three-dimensional deep learning with spatial erasing for unsupervised anomaly segmentation in brain MRI von Bengs, Marcel, Behrendt, Finn, Krüger, Julia, Opfer, Roland, Schlaefer, Alexander

Volltext

A systematic approach to deep learning-based nodule detection in chest radiographs von Behrendt, Finn, Bengs, Marcel, Bhattacharya, Debayan, Krüger, Julia, Opfer, Roland, Schlaefer, Alexander

Volltext

Systematic analysis of volumetric ultrasound parameters for markerless 4D motion tracking von Sprenger, Johanna, Bengs, Marcel, Gerlach, Stefan, Neidhardt, Maximilian, Schlaefer, Alexander

Volltext

Deep transfer learning methods for colon cancer classification in confocal laser microscopy images von Gessert, Nils, Bengs, Marcel, Wittig, Lukas, Drömann, Daniel, Keck, Tobias, Schlaefer, Alexander, Ellebrecht, David B.

Volltext

Spatio-temporal deep learning methods for motion estimation using 4D OCT image data von Bengs, Marcel, Gessert, Nils, Schlüter, Matthias, Schlaefer, Alexander

Volltext

4D spatio-temporal convolutional networks for object position estimation in OCT volumes von Bengs, Marcel, Gessert, Nils, Schlaefer, Alexander

Volltext

Deep learning with 4D spatio-temporal data representations for OCT-based force estimation von Gessert, Nils, Bengs, Marcel, Schlüter, Matthias, Schlaefer, Alexander

Volltext

Nodule Detection and Generation on Chest X-Rays: NODE21 Challenge von Sogancioglu, Ecem, Ginneken, Bram van, Behrendt, Finn, Bengs, Marcel, Schlaefer, Alexander, Radu, Miron, Xu, Di, Sheng, Ke, Scalzo, Fabien, Marcus, Eric, Papa, Samuele, Teuwen, Jonas, Scholten, Ernst Th, Schalekamp, Steven, Hendrix, Nils, Jacobs, Colin, Hendrix, Ward, Sanchez, Clara I., Murphy, Keelin

Volltext

In vivo detection of head and neck tumors by hyperspectral imaging combined with deep learning methods von Eggert, Dennis, Bengs, Marcel, Westermann, Stephan, Gessert, Nils, Gerstner, Andreas O. H., Mueller, Nina A., Bewarder, Julian, Schlaefer, Alexander, Betz, Christian, Laffers, Wiebke

Volltext

Synthesizing Strategies for Needle Steering in Gelatin Phantoms von Rogalla, Antje, Lehmann, Sascha, Neidhardt, Maximilian, Sprenger, Johanna, Bengs, Marcel, Schlaefer, Alexander, Schupp, Sibylle

Volltext

Supervised Contrastive Learning to Classify Paranasal Anomalies in the Maxillary Sinus von Bhattacharya, Debayan, Becker, Benjamin Tobias, Behrendt, Finn, Bengs, Marcel, Beyersdorff, Dirk, Eggert, Dennis, Petersen, Elina, Jansen, Florian, Petersen, Marvin, Cheng, Bastian, Betz, Christian, Schlaefer, Alexander, Hoffmann, Anna Sophie

Volltext

Spectral-spatial Recurrent-Convolutional Networks for In-Vivo Hyperspectral Tumor Type Classification von Bengs, Marcel, Gessert, Nils, Laffers, Wiebke, Eggert, Dennis, Westermann, Stephan, Mueller, Nina A., Gerstner, Andreas O. H., Betz, Christian, Schlaefer, Alexander

Volltext

4D Spatio-Temporal Convolutional Networks for Object Position Estimation in OCT Volumes von Bengs, Marcel, Gessert, Nils, Schlaefer, Alexander

Volltext bestellen

A Deep Learning Approach for Motion Forecasting Using 4D OCT Data von Bengs, Marcel, Gessert, Nils, Schlaefer, Alexander

Volltext bestellen

4D Spatio-Temporal Deep Learning with 4D fMRI Data for Autism Spectrum Disorder Classification von Bengs, Marcel, Gessert, Nils, Schlaefer, Alexander

Volltext bestellen

Multi-Scale Input Strategies for Medulloblastoma Tumor Classification using Deep Transfer Learning von Bengs, Marcel, Pant, Satish, Bockmayr, Michael, Schüller, Ulrich, Schlaefer, Alexander

Volltext bestellen

3-Dimensional Deep Learning with Spatial Erasing for Unsupervised Anomaly Segmentation in Brain MRI von Bengs, Marcel, Behrendt, Finn, Krüger, Julia, Opfer, Roland, Schlaefer, Alexander

Volltext bestellen

Medulloblastoma Tumor Classification using Deep Transfer Learning with Multi-Scale EfficientNets von Bengs, Marcel, Bockmayr, Michael, Schüller, Ulrich, Schlaefer, Alexander

Volltext bestellen

Melanoma detection with electrical impedance spectroscopy and dermoscopy using joint deep learning models von Gessert, Nils, Bengs, Marcel, Schlaefer, Alexander

Volltext bestellen