Titel	Veröffentlichungsdatum	Sprache	Zitate
Landmark-based deep multi-instance learning for brain disease diagnosis	2018/01/01	English	196
Automatic analysis of diabetic peripheral neuropathy using multi-scale quantitative morphology of nerve fibres in corneal confocal microscopy imaging	2011/10/01	English	194
Weakly-supervised convolutional neural networks for multimodal image registration	2018/10/01	English	194
A review of automatic mass detection and segmentation in mammographic images	2010/04/01	English	189
Review of automatic segmentation methods of multiple sclerosis white matter lesions on conventional magnetic resonance imaging	2013/01/01	English	187
Recent advances and clinical applications of deep learning in medical image analysis	2022/07/01	English	183
Automatic segmentation of MR images of the developing newborn brain	2005/10/01	English	182
Efficient MR image reconstruction for compressed MR imaging	2011/10/01	English	181
Medical image classification using synergic deep learning	2019/05/01	English	180
Standardized evaluation methodology and reference database for evaluating coronary artery centerline extraction algorithms	2009/10/01	English	178
PadChest: A large chest x-ray image dataset with multi-label annotated reports	2020/12/01	English	178
Spatial aggregation of holistically-nested convolutional neural networks for automated pancreas localization and segmentation	2018/04/01	English	176
A deep learning approach for the analysis of masses in mammograms with minimal user intervention	2017/04/01	English	175
The status of augmented reality in laparoscopic surgery as of 2016	2017/04/01	English	173
Tuning and comparing spatial normalization methods	2004/09/01	English	173
A large-scale evaluation of automatic pulmonary nodule detection in chest CT using local image features and k-nearest-neighbour classification	2009/10/01	English	172
Multi-scale patch and multi-modality atlases for whole heart segmentation of MRI	2016/07/01	English	172
Cell population tracking and lineage construction with spatiotemporal context	2008/10/01	English	171
Fully convolutional multi-scale residual DenseNets for cardiac segmentation and automated cardiac diagnosis using ensemble of classifiers	2019/01/01	English	167
A blind deconvolution approach to recover effective connectivity brain networks from resting state fMRI data	2013/04/01	English	167
STEPS: Similarity and Truth Estimation for Propagated Segmentations and its application to hippocampal segmentation and brain parcelation	2013/08/01	English	167
Automatic coronary artery calcium scoring in cardiac CT angiography using paired convolutional neural networks	2016/12/01	English	166
Automatic classification of pulmonary peri-fissural nodules in computed tomography using an ensemble of 2D views and a convolutional neural network out-of-the-box	2015/12/01	English	165
High resolution cortical bone thickness measurement from clinical CT data	2010/06/01	English	165
A survey on active learning and human-in-the-loop deep learning for medical image analysis	2021/07/01	English	165
FAT-Net: Feature adaptive transformers for automated skin lesion segmentation	2022/02/01	English	164
Deep learning in mammography and breast histology, an overview and future trends	2018/07/01	English	162
Efficient and generalizable statistical models of shape and appearance for analysis of cardiac MRI	2008/06/01	English	162
Exudate-based diabetic macular edema detection in fundus images using publicly available datasets	2012/01/01	English	162
Glaucoma risk index:Automated glaucoma detection from color fundus images	2010/06/01	English	160