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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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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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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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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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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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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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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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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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Dense image registration through MRFs and efficient linear programming

Medical image analysis, 2008-12, Vol.12 (6), p.731-741

2008

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Statistical modeling and recognition of surgical workflow

Medical image analysis, 2012-04, Vol.16 (3), p.632-641

2012

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Camera Augmented Mobile C-Arm (CAMC): Calibration, Accuracy Study, and Clinical Applications

IEEE transactions on medical imaging, 2010-07, Vol.29 (7), p.1412-1423

2010

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CACTUSS: Common Anatomical CT-US Space for US examinations

International journal for computer assisted radiology and surgery, 2024-05, Vol.19 (5), p.861-869

2024

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Automatic CT-ultrasound registration for diagnostic imaging and image-guided intervention

Medical image analysis, 2008-10, Vol.12 (5), p.577-585

2008

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Deep Convolution Neural Network for Laryngeal Cancer Classification on Contact Endoscopy-Narrow Band Imaging

Sensors (Basel, Switzerland), 2021-12, Vol.21 (23), p.8157

2021

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Surgical data science for next-generation interventions

Nature biomedical engineering, 2017-09, Vol.1 (9), p.691-696

2017

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On the importance of patient acceptance for medical robotic imaging

International journal for computer assisted radiology and surgery, 2023-07, Vol.18 (7), p.1261-1267

2023

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Extending bioelectric navigation for displacement and direction detection

International journal for computer assisted radiology and surgery, 2023-07, Vol.18 (7), p.1253-1260

2023

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Toward Label-Efficient Neural Network Training: Diversity-Based Sampling in Semi-Supervised Active Learning

IEEE access, 2023, Vol.11, p.5193-5205

2023

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V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation

2016 Fourth International Conference on 3D Vision (3DV), 2016, p.565-571

2016

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Laryngeal Lesion Classification Based on Vascular Patterns in Contact Endoscopy and Narrow Band Imaging: Manual Versus Automatic Approach

Sensors (Basel, Switzerland), 2020-07, Vol.20 (14), p.4018

2020

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Chromosome Cluster Type Identification Using a Swin Transformer

Applied sciences, 2023-07, Vol.13 (14), p.8007

2023

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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

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

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

Generic Primitive Detection in Point Clouds Using Novel Minimal Quadric Fits

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

3D Pictorial Structures Revisited: Multiple Human Pose Estimation

Sampling-Free Epistemic Uncertainty Estimation Using Approximated Variance Propagation

Towards Fully Automatic X-Ray to CT Registration

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

Dense image registration through MRFs and efficient linear programming

Statistical modeling and recognition of surgical workflow

Camera Augmented Mobile C-Arm (CAMC): Calibration, Accuracy Study, and Clinical Applications

CACTUSS: Common Anatomical CT-US Space for US examinations

Automatic CT-ultrasound registration for diagnostic imaging and image-guided intervention

Deep Convolution Neural Network for Laryngeal Cancer Classification on Contact Endoscopy-Narrow Band Imaging

Surgical data science for next-generation interventions

On the importance of patient acceptance for medical robotic imaging

Extending bioelectric navigation for displacement and direction detection

Toward Label-Efficient Neural Network Training: Diversity-Based Sampling in Semi-Supervised Active Learning

V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation

Laryngeal Lesion Classification Based on Vascular Patterns in Contact Endoscopy and Narrow Band Imaging: Manual Versus Automatic Approach

Chromosome Cluster Type Identification Using a Swin Transformer

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