Global localization of 3D anatomical structures by pre-filtered Hough Forests and discrete optimization

por Donner, René, Menze, Bjoern H., Bischof, Horst, Langs, Georg
Publicado 2013

Automated processing of webcam images for phenological classification

por Bothmann, Ludwig, Menzel, Annette, Menze, Bjoern H., Schunk, Christian, Kauermann, Göran
Publicado 2017

Designing contrasts for rapid, simultaneous parameter quantification and flow visualization with quantitative transient-state imaging

por Gómez, Pedro A., Molina-Romero, Miguel, Buonincontri, Guido, Menzel, Marion I., Menze, Bjoern H.
Publicado 2019

Prediction of multiple pH compartments by deep learning in magnetic resonance spectroscopy with hyperpolarized (13)C-labelled zymonic acid

por Fok, Wai-Yan Ryana, Grashei, Martin, Skinner, Jason G., Menze, Bjoern H., Schilling, Franz
Publicado 2022

Reinforced Redetection of Landmark in Pre- and Post-operative Brain Scan Using Anatomical Guidance for Image Alignment

por Waldmannstetter, Diana, Navarro, Fernando, Wiestler, Benedikt, Kirschke, Jan S., Sekuboyina, Anjany, Molero, Ester, Menze, Bjoern H.
Publicado 2020

A comparison of random forest and its Gini importance with standard chemometric methods for the feature selection and classification of spectral data

por Menze, Bjoern H, Kelm, B Michael, Masuch, Ralf, Himmelreich, Uwe, Bachert, Peter, Petrich, Wolfgang, Hamprecht, Fred A
Publicado 2009

SRflow: Deep learning based super-resolution of 4D-flow MRI data

por Shit, Suprosanna, Zimmermann, Judith, Ezhov, Ivan, Paetzold, Johannes C., Sanches, Augusto F., Pirkl, Carolin, Menze, Bjoern H.
Publicado 2022

Anatomy-Aware Inference of the 3D Standing Spine Posture from 2D Radiographs †

por Bayat, Amirhossein, Pace, Danielle F., Sekuboyina, Anjany, Payer, Christian, Stern, Darko, Urschler, Martin, Kirschke, Jan S., Menze, Bjoern H.
Publicado 2022

A deep learning approach to predict collateral flow in stroke patients using radiomic features from perfusion images

por Tetteh, Giles, Navarro, Fernando, Meier, Raphael, Kaesmacher, Johannes, Paetzold, Johannes C., Kirschke, Jan S., Zimmer, Claus, Wiest, Roland, Menze, Bjoern H.
Publicado 2023

Automated Whole-Body Bone Lesion Detection for Multiple Myeloma on (68)Ga-Pentixafor PET/CT Imaging Using Deep Learning Methods

por Xu, Lina, Tetteh, Giles, Lipkova, Jana, Zhao, Yu, Li, Hongwei, Christ, Patrick, Piraud, Marie, Buck, Andreas, Shi, Kuangyu, Menze, Bjoern H.
Publicado 2018

BraTS Toolkit: Translating BraTS Brain Tumor Segmentation Algorithms Into Clinical and Scientific Practice

por Kofler, Florian, Berger, Christoph, Waldmannstetter, Diana, Lipkova, Jana, Ezhov, Ivan, Tetteh, Giles, Kirschke, Jan, Zimmer, Claus, Wiestler, Benedikt, Menze, Bjoern H.
Publicado 2020

A diffusion model‐free framework with echo time dependence for free‐water elimination and brain tissue microstructure characterization

por Molina‐Romero, Miguel, Gómez, Pedro A., Sperl, Jonathan I., Czisch, Michael, Sämann, Philipp G., Jones, Derek K., Menzel, Marion I., Menze, Bjoern H.
Publicado 2018

Convolutional Neural Networks for Direct Inference of Pharmacokinetic Parameters: Application to Stroke Dynamic Contrast-Enhanced MRI

por Ulas, Cagdas, Das, Dhritiman, Thrippleton, Michael J., Valdés Hernández, Maria del C., Armitage, Paul A., Makin, Stephen D., Wardlaw, Joanna M., Menze, Bjoern H.
Publicado 2019

Deep learning-enabled multi-organ segmentation in whole-body mouse scans

por Schoppe, Oliver, Pan, Chenchen, Coronel, Javier, Mai, Hongcheng, Rong, Zhouyi, Todorov, Mihail Ivilinov, Müskes, Annemarie, Navarro, Fernando, Li, Hongwei, Ertürk, Ali, Menze, Bjoern H.
Publicado 2020

Rapid three-dimensional multiparametric MRI with quantitative transient-state imaging

por Gómez, Pedro A., Cencini, Matteo, Golbabaee, Mohammad, Schulte, Rolf F., Pirkl, Carolin, Horvath, Izabela, Fallo, Giada, Peretti, Luca, Tosetti, Michela, Menze, Bjoern H., Buonincontri, Guido
Publicado 2020

Quantitative evaluation of the influence of multiple MRI sequences and of pathological tissues on the registration of longitudinal data acquired during brain tumor treatment

por Canalini, Luca, Klein, Jan, Waldmannstetter, Diana, Kofler, Florian, Cerri, Stefano, Hering, Alessa, Heldmann, Stefan, Schlaeger, Sarah, Menze, Bjoern H., Wiestler, Benedikt, Kirschke, Jan, Hahn, Horst K.
Publicado 2022

Measuring large lipid droplet sizes by probing restricted lipid diffusion effects with diffusion‐weighted MRS at 3T

por Weidlich, Dominik, Honecker, Julius, Gmach, Oliver, Wu, Mingming, Burgkart, Rainer, Ruschke, Stefan, Franz, Daniela, Menze, Bjoern H., Skurk, Thomas, Hauner, Hans, Kulozik, Ulrich, Karampinos, Dimitrios C.
Publicado 2019

Application of machine learning to pretherapeutically estimate dosimetry in men with advanced prostate cancer treated with (177)Lu-PSMA I&T therapy

por Xue, Song, Gafita, Andrei, Dong, Chao, Zhao, Yu, Tetteh, Giles, Menze, Bjoern H., Ziegler, Sibylle, Weber, Wolfgang, Afshar-Oromieh, Ali, Rominger, Axel, Eiber, Matthias, Shi, Kuangyu
Publicado 2022

Volumetry based biomarker speed of growth: Quantifying the change of total tumor volume in whole-body magnetic resonance imaging over time improves risk stratification of smolderin...

por Wennmann, Markus, Kintzelé, Laurent, Piraud, Marie, Menze, Bjoern H., Hielscher, Thomas, Hofmanninger, Johannes, Wagner, Barbara, Kauczor, Hans-Ulrich, Merz, Maximilian, Hillengass, Jens, Langs, Georg, Weber, Marc-André
Publicado 2018

Diffusion tensor image features predict IDH genotype in newly diagnosed WHO grade II/III gliomas

por Eichinger, Paul, Alberts, Esther, Delbridge, Claire, Trebeschi, Stefano, Valentinitsch, Alexander, Bette, Stefanie, Huber, Thomas, Gempt, Jens, Meyer, Bernhard, Schlegel, Juergen, Zimmer, Claus, Kirschke, Jan S., Menze, Bjoern H., Wiestler, Benedikt
Publicado 2017