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Concurrent Spatial and Channel ‘Squeeze & Excitation’ in Fully Convolutional Networks

Medical Image Computing and Computer Assisted Intervention – MICCAI 2018, p.421-429

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Autoencoders for unsupervised anomaly segmentation in brain MR images: A comparative study

Medical image analysis, 2021-04, Vol.69, p.101952-101952, Article 101952

2021

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AggNet: Deep Learning From Crowds for Mitosis Detection in Breast Cancer Histology Images

IEEE transactions on medical imaging, 2016-05, Vol.35 (5), p.1313-1321

2016

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Distortion-Aware Convolutional Filters for Dense Prediction in Panoramic Images

Computer Vision – ECCV 2018, p.732-750

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SSD-6D: Making RGB-Based 3D Detection and 6D Pose Estimation Great Again

2017 IEEE International Conference on Computer Vision (ICCV), 2017, p.1530-1538

2017

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Deep Residual Learning for Instrument Segmentation in Robotic Surgery

Machine Learning in Medical Imaging, 2019, p.566-573

2019

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Learning 3D Semantic Scene Graphs with Instance Embeddings

International journal of computer vision, 2022-03, Vol.130 (3), p.630-651

2022

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ReLayNet: retinal layer and fluid segmentation of macular optical coherence tomography using fully convolutional networks

Biomedical optics express, 2017-08, Vol.8 (8), p.3627-3642

2017

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Towards Efficient Visual Guidance in Limited Field-of-View Head-Mounted Displays

IEEE transactions on visualization and computer graphics, 2018-11, Vol.24 (11), p.2983-2992

2018

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Applicability of augmented reality in orthopedic surgery - A systematic review

BMC musculoskeletal disorders, 2020-02, Vol.21 (1), p.103-103, Article 103

2020

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Towards MRI-Based Autonomous Robotic US Acquisitions: A First Feasibility Study

IEEE transactions on medical imaging, 2017-02, Vol.36 (2), p.538-548

2017

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SoftPool++: An Encoder–Decoder Network for Point Cloud Completion

International journal of computer vision, 2022-05, Vol.130 (5), p.1145-1164

2022

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Generic Primitive Detection in Point Clouds Using Novel Minimal Quadric Fits

IEEE transactions on pattern analysis and machine intelligence, 2020-06, Vol.42 (6), p.1333-1347

2020

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Deep Learning of Local RGB-D Patches for 3D Object Detection and 6D Pose Estimation

Computer Vision – ECCV 2016, p.205-220

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A BaSiC tool for background and shading correction of optical microscopy images

Nature communications, 2017-06, Vol.8 (1), p.14836-14836, Article 14836

2017

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Structure-Preserving Color Normalization and Sparse Stain Separation for Histological Images

IEEE transactions on medical imaging, 2016-08, Vol.35 (8), p.1962-1971

2016

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Autonomous Robotic Screening of Tubular Structures Based Only on Real-Time Ultrasound Imaging Feedback

IEEE transactions on industrial electronics (1982), 2022-07, Vol.69 (7), p.7064-7075

2022

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Hough-CNN: Deep learning for segmentation of deep brain regions in MRI and ultrasound

Computer vision and image understanding, 2017-11, Vol.164, p.92-102

2017

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Model Based Training, Detection and Pose Estimation of Texture-Less 3D Objects in Heavily Cluttered Scenes

Computer Vision – ACCV 2012, p.548-562

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3D Pictorial Structures Revisited: Multiple Human Pose Estimation

IEEE transactions on pattern analysis and machine intelligence, 2016-10, Vol.38 (10), p.1929-1942

2016

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Intelligent robotic sonographer: Mutual information-based disentangled reward learning from few demonstrations

The International journal of robotics research, 2024-06, Vol.43 (7), p.981-1002

2024

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Sampling-Free Epistemic Uncertainty Estimation Using Approximated Variance Propagation

2019 IEEE/CVF International Conference on Computer Vision (ICCV), 2019, p.2931-2940

2019

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Towards Fully Automatic X-Ray to CT Registration

Medical Image Computing and Computer Assisted Intervention – MICCAI 2019, p.631-639

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

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

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Human skeleton tracking from depth data using geodesic distances and optical flow

Image and vision computing, 2012-03, Vol.30 (3), p.217-226

2012

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Concurrent Spatial and Channel ‘Squeeze & Excitation’ in Fully Convolutional Networks

Autoencoders for unsupervised anomaly segmentation in brain MR images: A comparative study

AggNet: Deep Learning From Crowds for Mitosis Detection in Breast Cancer Histology Images

Distortion-Aware Convolutional Filters for Dense Prediction in Panoramic Images

SSD-6D: Making RGB-Based 3D Detection and 6D Pose Estimation Great Again

Deep Residual Learning for Instrument Segmentation in Robotic Surgery

Learning 3D Semantic Scene Graphs with Instance Embeddings

ReLayNet: retinal layer and fluid segmentation of macular optical coherence tomography using fully convolutional networks

Towards Efficient Visual Guidance in Limited Field-of-View Head-Mounted Displays

Applicability of augmented reality in orthopedic surgery - A systematic review

Towards MRI-Based Autonomous Robotic US Acquisitions: A First Feasibility Study

SoftPool++: An Encoder–Decoder Network for Point Cloud Completion

Generic Primitive Detection in Point Clouds Using Novel Minimal Quadric Fits

Deep Learning of Local RGB-D Patches for 3D Object Detection and 6D Pose Estimation

A BaSiC tool for background and shading correction of optical microscopy images

Structure-Preserving Color Normalization and Sparse Stain Separation for Histological Images

Autonomous Robotic Screening of Tubular Structures Based Only on Real-Time Ultrasound Imaging Feedback

Hough-CNN: Deep learning for segmentation of deep brain regions in MRI and ultrasound

Model Based Training, Detection and Pose Estimation of Texture-Less 3D Objects in Heavily Cluttered Scenes

3D Pictorial Structures Revisited: Multiple Human Pose Estimation

Intelligent robotic sonographer: Mutual information-based disentangled reward learning from few demonstrations

Sampling-Free Epistemic Uncertainty Estimation Using Approximated Variance Propagation

Towards Fully Automatic X-Ray to CT Registration

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

Human skeleton tracking from depth data using geodesic distances and optical flow

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