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Consistent and Elastic Registration of Histological Sections Using Vector-Spline Regularization

Computer Vision Approaches to Medical Image Analysis, p.85-95

Volltextzugriff (PDF)

Conditional Infilling GANs for Data Augmentation in Mammogram Classification

Image Analysis for Moving Organ, Breast, and Thoracic Images, p.98-106

Volltextzugriff (PDF)

Can We Trust Deep Learning Based Diagnosis? The Impact of Domain Shift in Chest Radiograph Classification

Thoracic Image Analysis, p.74-83

Volltextzugriff (PDF)

Improving the Segmentation of Anatomical Structures in Chest Radiographs Using U-Net with an ImageNet Pre-trained Encoder

Image Analysis for Moving Organ, Breast, and Thoracic Images, p.159-168

Volltextzugriff (PDF)

SIFT and Shape Context for Feature-Based Nonlinear Registration of Thoracic CT Images

Computer Vision Approaches to Medical Image Analysis, p.73-84

Volltextzugriff (PDF)

Detecting Out-of-Phase Ventilation Using 4DCT to Improve Radiation Therapy for Lung Cancer

Image Analysis for Moving Organ, Breast, and Thoracic Images, p.251-259

Volltextzugriff (PDF)

Automatic Classification of Centrilobular Emphysema on CT Using Deep Learning: Comparison with Visual Scoring

Image Analysis for Moving Organ, Breast, and Thoracic Images, p.319-325

Volltextzugriff (PDF)

Improved Breast Mass Segmentation in Mammograms with Conditional Residual U-Net

Image Analysis for Moving Organ, Breast, and Thoracic Images, p.81-89

Volltextzugriff (PDF)

Multi-structure Segmentation from Partially Labeled Datasets. Application to Body Composition Measurements on CT Scans

Image Analysis for Moving Organ, Breast, and Thoracic Images, 2018-09, p.215-224

2018

Volltextzugriff (PDF)

Super Resolution of Cardiac Cine MRI Sequences Using Deep Learning

Image Analysis for Moving Organ, Breast, and Thoracic Images, p.23-31

Volltextzugriff (PDF)

Convolutional Neural Network Based COPD and Emphysema Classifications Are Predictive of Lung Cancer Diagnosis

Image Analysis for Moving Organ, Breast, and Thoracic Images, p.302-309

Volltextzugriff (PDF)

A Minimally-Interactive Watershed Algorithm Designed for Efficient CTA Bone Removal

Computer Vision Approaches to Medical Image Analysis, p.178-189

Volltextzugriff (PDF)

High Throughput Lung and Lobar Segmentation by 2D and 3D CNN on Chest CT with Diffuse Lung Disease

Image Analysis for Moving Organ, Breast, and Thoracic Images, p.202-214

Volltextzugriff (PDF)

Melanoma Recognition Using Representative and Discriminative Kernel Classifiers

Computer Vision Approaches To Medical Image Analysis, 2006, p.1-12

2006

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Image Analysis for Moving Organ, Breast, and Thoracic Images: Third International Workshop, RAMBO 2018, Fourth International Workshop, BIA 2018, and First International Workshop, TIA 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16 and 20, 2018, Proceedings

1st Edition 2018, 2018

Volltextzugriff (PDF)

Towards an Automatic Lung Cancer Screening System in Low Dose Computed Tomography

Image Analysis for Moving Organ, Breast, and Thoracic Images, p.310-318

Volltextzugriff (PDF)

Linear and Deformable Image Registration with 3D Convolutional Neural Networks

Image Analysis for Moving Organ, Breast, and Thoracic Images, p.13-22

Volltextzugriff (PDF)

Siamese Network for Dual-View Mammography Mass Matching

Image Analysis for Moving Organ, Breast, and Thoracic Images, p.55-63

Volltextzugriff (PDF)

Functional-Consistent CycleGAN for CT to Iodine Perfusion Map Translation

Thoracic Image Analysis, 2020-10, p.109-117

2020

Volltextzugriff (PDF)

Transfer Learning for Segmentation of Injured Lungs Using Coarse-to-Fine Convolutional Neural Networks

Image Analysis for Moving Organ, Breast, and Thoracic Images, p.191-201

Volltextzugriff (PDF)

Transfer Learning Approach to Predict Biopsy-Confirmed Malignancy of Lung Nodules from Imaging Data: A Pilot Study

Image Analysis for Moving Organ, Breast, and Thoracic Images, p.295-301

Volltextzugriff (PDF)

Automated CNN-Based Reconstruction of Short-Axis Cardiac MR Sequence from Real-Time Image Data

Image Analysis for Moving Organ, Breast, and Thoracic Images, p.32-41

Volltextzugriff (PDF)

Accurate Measurement of Cartilage Morphology Using a 3D Laser Scanner

Computer Vision Approaches to Medical Image Analysis, p.37-48

Volltextzugriff (PDF)

Comparing Ensembles of Learners: Detecting Prostate Cancer from High Resolution MRI

Computer Vision Approaches to Medical Image Analysis, p.25-36

Volltextzugriff (PDF)

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Consistent and Elastic Registration of Histological Sections Using Vector-Spline Regularization

Conditional Infilling GANs for Data Augmentation in Mammogram Classification

Can We Trust Deep Learning Based Diagnosis? The Impact of Domain Shift in Chest Radiograph Classification

Improving the Segmentation of Anatomical Structures in Chest Radiographs Using U-Net with an ImageNet Pre-trained Encoder

SIFT and Shape Context for Feature-Based Nonlinear Registration of Thoracic CT Images

Detecting Out-of-Phase Ventilation Using 4DCT to Improve Radiation Therapy for Lung Cancer

Automatic Classification of Centrilobular Emphysema on CT Using Deep Learning: Comparison with Visual Scoring

Improved Breast Mass Segmentation in Mammograms with Conditional Residual U-Net

Multi-structure Segmentation from Partially Labeled Datasets. Application to Body Composition Measurements on CT Scans

Super Resolution of Cardiac Cine MRI Sequences Using Deep Learning

Convolutional Neural Network Based COPD and Emphysema Classifications Are Predictive of Lung Cancer Diagnosis

A Minimally-Interactive Watershed Algorithm Designed for Efficient CTA Bone Removal

High Throughput Lung and Lobar Segmentation by 2D and 3D CNN on Chest CT with Diffuse Lung Disease

Melanoma Recognition Using Representative and Discriminative Kernel Classifiers

Image Analysis for Moving Organ, Breast, and Thoracic Images: Third International Workshop, RAMBO 2018, Fourth International Workshop, BIA 2018, and First International Workshop, TIA 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16 and 20, 2018, Proceedings

Towards an Automatic Lung Cancer Screening System in Low Dose Computed Tomography

Linear and Deformable Image Registration with 3D Convolutional Neural Networks

Siamese Network for Dual-View Mammography Mass Matching

Functional-Consistent CycleGAN for CT to Iodine Perfusion Map Translation

Transfer Learning for Segmentation of Injured Lungs Using Coarse-to-Fine Convolutional Neural Networks

Transfer Learning Approach to Predict Biopsy-Confirmed Malignancy of Lung Nodules from Imaging Data: A Pilot Study

Automated CNN-Based Reconstruction of Short-Axis Cardiac MR Sequence from Real-Time Image Data

Accurate Measurement of Cartilage Morphology Using a 3D Laser Scanner

Domain Adaptation for Deviating Acquisition Protocols in CNN-Based Lesion Classification on Diffusion-Weighted MR Images

Comparing Ensembles of Learners: Detecting Prostate Cancer from High Resolution MRI

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