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X-ray-transform Invariant Anatomical Landmark Detection for Pelvic Trauma Surgery

Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018, Vol.11073, p.55-63

2018

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Complex Fully Convolutional Neural Networks for MR Image Reconstruction

Machine Learning for Medical Image Reconstruction, 2018, Vol.11074, p.30-38

2018

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Virtual Thin Slice: 3D Conditional GAN-based Super-Resolution for CT Slice Interval

Machine Learning for Medical Image Reconstruction, 2019, Vol.11905, p.91-100

2019

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Bibliography

Psychology in ind, 1946, p.427-449

Maier, N R F

1946

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nnU-Net for Brain Tumor Segmentation

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2021, Vol.12659, p.118-132

2021

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Tract Orientation Mapping for Bundle-Specific Tractography

Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018, Vol.11072, p.36-44

2018

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Nonrigid Image Registration Using Multi-scale 3D Convolutional Neural Networks

Medical Image Computing and Computer Assisted Intervention − MICCAI 2017, 2017, Vol.10433, p.232-239

2017

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MedNeXt: Transformer-Driven Scaling of ConvNets for Medical Image Segmentation

Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023, Vol.14223, p.405-415

2023

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Automatic Cardiac Disease Assessment on cine-MRI via Time-Series Segmentation and Domain Specific Features

Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges, 2018, Vol.10663, p.120-129

2018

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Discriminative Localization in CNNs for Weakly-Supervised Segmentation of Pulmonary Nodules

Medical Image Computing and Computer Assisted Intervention − MICCAI 2017, 2017, Vol.10435, p.568-576

2017

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nnDetection: A Self-configuring Method for Medical Object Detection

Medical Image Computing and Computer Assisted Intervention - MICCAI 2021, 2021, Vol.12905, p.530-539

2021

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Data Augmentation for Skin Lesion Analysis

OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, and Skin Image Analysis, 2018, Vol.11041, p.303-311

2018

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A U-Nets Cascade for Sparse View Computed Tomography

Machine Learning for Medical Image Reconstruction, 2018, Vol.11074, p.91-99

2018

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Some Investigations on Robustness of Deep Learning in Limited Angle Tomography

Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018, Vol.11070, p.145-153

2018

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Classification of Breast Cancer Histology Images Using Transfer Learning

Image Analysis and Recognition, 2018, Vol.10882, p.812-819

2018

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Data Consistent Artifact Reduction for Limited Angle Tomography with Deep Learning Prior

Machine Learning for Medical Image Reconstruction, 2019, Vol.11905, p.101-112

2019

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Self-supervised Learning for Dense Depth Estimation in Monocular Endoscopy

OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, and Skin Image Analysis, 2018, Vol.11041, p.128-138

2018

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Approximate k-Space Models and Deep Learning for Fast Photoacoustic Reconstruction

Machine Learning for Medical Image Reconstruction, 2018, Vol.11074, p.103-111

2018

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A Machine Learning Based Approach to Fiber Tractography Using Classifier Voting

Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015, 2015, p.45-52

2015

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Visualizing Convolutional Neural Networks to Improve Decision Support for Skin Lesion Classification

Understanding and Interpreting Machine Learning in Medical Image Computing Applications, 2018, p.115-123

2018

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Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction

Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018, Vol.11070, p.232-240

2018

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Image Reconstruction via Variational Network for Real-Time Hand-Held Sound-Speed Imaging

Machine Learning for Medical Image Reconstruction, 2018, Vol.11074, p.120-128

2018

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Magnetic Resonance Fingerprinting Reconstruction via Spatiotemporal Convolutional Neural Networks

Machine Learning for Medical Image Reconstruction, 2018, Vol.11074, p.39-46

2018

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Collaborative Human-AI (CHAI): Evidence-Based Interpretable Melanoma Classification in Dermoscopic Images

Understanding and Interpreting Machine Learning in Medical Image Computing Applications, 2018, p.97-105

2018

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Bayesian Deep Learning for Accelerated MR Image Reconstruction

Machine Learning for Medical Image Reconstruction, 2018, Vol.11074, p.64-71

2018

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X-ray-transform Invariant Anatomical Landmark Detection for Pelvic Trauma Surgery

Complex Fully Convolutional Neural Networks for MR Image Reconstruction

Virtual Thin Slice: 3D Conditional GAN-based Super-Resolution for CT Slice Interval

Bibliography

nnU-Net for Brain Tumor Segmentation

Tract Orientation Mapping for Bundle-Specific Tractography

Nonrigid Image Registration Using Multi-scale 3D Convolutional Neural Networks

MedNeXt: Transformer-Driven Scaling of ConvNets for Medical Image Segmentation

Automatic Cardiac Disease Assessment on cine-MRI via Time-Series Segmentation and Domain Specific Features

Discriminative Localization in CNNs for Weakly-Supervised Segmentation of Pulmonary Nodules

nnDetection: A Self-configuring Method for Medical Object Detection

Data Augmentation for Skin Lesion Analysis

A U-Nets Cascade for Sparse View Computed Tomography

Some Investigations on Robustness of Deep Learning in Limited Angle Tomography

Classification of Breast Cancer Histology Images Using Transfer Learning

Data Consistent Artifact Reduction for Limited Angle Tomography with Deep Learning Prior

Self-supervised Learning for Dense Depth Estimation in Monocular Endoscopy

Approximate k-Space Models and Deep Learning for Fast Photoacoustic Reconstruction

A Machine Learning Based Approach to Fiber Tractography Using Classifier Voting

Visualizing Convolutional Neural Networks to Improve Decision Support for Skin Lesion Classification

Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction

Image Reconstruction via Variational Network for Real-Time Hand-Held Sound-Speed Imaging

Magnetic Resonance Fingerprinting Reconstruction via Spatiotemporal Convolutional Neural Networks

Collaborative Human-AI (CHAI): Evidence-Based Interpretable Melanoma Classification in Dermoscopic Images

Bayesian Deep Learning for Accelerated MR Image Reconstruction

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