Titel	Veröffentlichungsdatum	Sprache	Zitate
A survey on deep learning in medical image analysis	2017/12/01	English	5,514
Symmetric diffeomorphic image registration with cross-correlation: Evaluating automated labeling of elderly and neurodegenerative brain	2008/02/01	English	2,784
Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation	2017/02/01	English	1,535
Brain tumor segmentation with Deep Neural Networks	2017/01/01	English	1,424
Attention gated networks: Learning to leverage salient regions in medical images	2019/04/01	English	777
Statistical shape models for 3D medical image segmentation: A review	2009/08/01	English	713
Generative adversarial network in medical imaging: A review	2019/12/01	English	713
Fractal and multifractal analysis: A review	2009/08/01	English	587
Large scale deep learning for computer aided detection of mammographic lesions	2017/01/01	English	531
Image analysis and machine learning in digital pathology: Challenges and opportunities	2016/10/01	English	494
Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: The LUNA16 challenge	2017/12/01	English	487
Deep-COVID: Predicting COVID-19 from chest X-ray images using deep transfer learning	2020/10/01	English	472
A review of 3D vessel lumen segmentation techniques: Models, features and extraction schemes	2009/12/01	English	441
A deep learning model integrating FCNNs and CRFs for brain tumor segmentation	2018/01/01	English	428
f-AnoGAN: Fast unsupervised anomaly detection with generative adversarial networks	2019/05/01	English	428
Not-so-supervised: A survey of semi-supervised, multi-instance, and transfer learning in medical image analysis	2019/05/01	English	401
Trainable COSFIRE filters for vessel delineation with application to retinal images	2015/01/01	English	383
A review of 3D/2D registration methods for image-guided interventions	2012/04/01	English	371
Multi-atlas segmentation of biomedical images: A survey	2015/08/01	English	367
A deep learning framework for unsupervised affine and deformable image registration	2019/02/01	English	359
Hover-Net: Simultaneous segmentation and classification of nuclei in multi-tissue histology images	2019/12/01	English	359
Machine learning and radiology	2012/07/01	English	352
A review of segmentation methods in short axis cardiac MR images	2011/04/01	English	348
Gland segmentation in colon histology images: The glas challenge contest	2017/01/01	English	340
Embracing imperfect datasets: A review of deep learning solutions for medical image segmentation	2020/07/01	English	334
MIND: Modality independent neighbourhood descriptor for multi-modal deformable registration	2012/10/01	English	328
3D deeply supervised network for automated segmentation of volumetric medical images	2017/10/01	English	323
Evaluation of prostate segmentation algorithms for MRI: The PROMISE12 challenge	2014/02/01	English	321
A combined deep-learning and deformable-model approach to fully automatic segmentation of the left ventricle in cardiac MRI	2016/05/01	English	315
MRI denoising using Non-Local Means	2008/08/01	English	302