Deep learning for medical image analysis: a brief introduction

por Wiestler, Benedikt, Menze, Bjoern
Publicado 2021

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

Brainlesion: first international workshop, Brainles 2015, held in conjunction with MICCAI 2015, Munich, Germany, October 5, 2015, revised selected papers

por Crimi, Alessandro, Menze, Bjoern, Maier, Oskar, Reyes, Mauricio, Handels, Heinz
Publicado 2016

Modelling glioma progression, mass effect and intracranial pressure in patient anatomy

por Lipková, Jana, Menze, Bjoern, Wiestler, Benedikt, Koumoutsakos, Petros, Lowengrub, John S.
Publicado 2022

Automated processing of webcam images for phenological classification

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

Detecting CTP truncation artifacts in acute stroke imaging from the arterial input and the vascular output functions

por de la Rosa, Ezequiel, Sima, Diana M., Kirschke, Jan S., Menze, Bjoern, Robben, David
Publicado 2023

Three-dimensional holographic visualization of high-resolution myocardial scar on HoloLens

por Jang, Jihye, Tschabrunn, Cory M., Barkagan, Michael, Anter, Elad, Menze, Bjoern, Nezafat, Reza
Publicado 2018

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

Morphological residual convolutional neural network (M-RCNN) for intelligent recognition of wear particles from artificial joints

por Hu, Xiaobin, Song, Jian, Liao, Zhenhua, Liu, Yuhong, Gao, Jian, Menze, Bjoern, Liu, Weiqiang
Publicado 2021

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

Cardiovascular Magnetic Resonance-Based Three-Dimensional Structural Modeling and Heterogeneous Tissue Channel Detection in Ventricular Arrhythmia

por Jang, Jihye, Hwang, Hye-Jin, Tschabrunn, Cory M., Whitaker, John, Menze, Bjoern, Anter, Elad, Nezafat, Reza
Publicado 2019

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

Automated detection of the contrast phase in MDCT by an artificial neural network improves the accuracy of opportunistic bone mineral density measurements

por Rühling, Sebastian, Navarro, Fernando, Sekuboyina, Anjany, El Husseini, Malek, Baum, Thomas, Menze, Bjoern, Braren, Rickmer, Zimmer, Claus, Kirschke, Jan S.
Publicado 2021

Weakly supervised deep learning for determining the prognostic value of (18)F-FDG PET/CT in extranodal natural killer/T cell lymphoma, nasal type

por Guo, Rui, Hu, Xiaobin, Song, Haoming, Xu, Pengpeng, Xu, Haoping, Rominger, Axel, Lin, Xiaozhu, Menze, Bjoern, Li, Biao, Shi, Kuangyu
Publicado 2021

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