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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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Towards Fully Automatic X-Ray to CT Registration

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

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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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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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Data-driven estimation of cardiac electrical diffusivity from 12-lead ECG signals

Medical image analysis, 2014-12, Vol.18 (8), p.1361-1376

2014

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Mini gamma cameras for intra-operative nuclear tomographic reconstruction

Medical image analysis, 2014-12, Vol.18 (8), p.1329-1336

2014

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Entropy and Laplacian images: Structural representations for multi-modal registration

Medical image analysis, 2012-01, Vol.16 (1), p.1-17

2012

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The 2D analytic signal for envelope detection and feature extraction on ultrasound images

Medical image analysis, 2012-08, Vol.16 (6), p.1073-1084

2012

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GANs for medical image analysis

Artificial intelligence in medicine, 2020-09, Vol.109, p.101938-101938, Article 101938

2020

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Unsupervised pre-training of graph transformers on patient population graphs

Medical image analysis, 2023-10, Vol.89, p.102895-102895, Article 102895

2023

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Robotic ultrasound imaging: State-of-the-art and future perspectives

Medical image analysis, 2023-10, Vol.89, p.102878-102878, Article 102878

2023

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‘Squeeze & excite’ guided few-shot segmentation of volumetric images

Medical image analysis, 2020-01, Vol.59, p.101587-101587, Article 101587

2020

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DefCor-Net: Physics-aware ultrasound deformation correction

Medical image analysis, 2023-12, Vol.90, p.102923-102923, Article 102923

2023

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Automatic ultrasound–MRI registration for neurosurgery using the 2D and 3D LC2 Metric

Medical image analysis, 2014-12, Vol.18 (8), p.1312-1319

2014

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Ultrasound confidence maps using random walks

Medical image analysis, 2012-08, Vol.16 (6), p.1101-1112

2012

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A survey of catheter tracking concepts and methodologies

Medical image analysis, 2022-11, Vol.82, p.102584-102584, Article 102584

2022

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Vascular image registration techniques: A living review

Medical image analysis, 2017-01, Vol.35, p.1-17

2017

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FedPerl: Semi-supervised Peer Learning for Skin Lesion Classification

Medical Image Computing and Computer Assisted Intervention – MICCAI 2021, p.336-346

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RA-GCN: Graph convolutional network for disease prediction problems with imbalanced data

Medical image analysis, 2022-01, Vol.75, p.102272-102272, Article 102272

2022

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OperA: Attention-Regularized Transformers for Surgical Phase Recognition

Medical Image Computing and Computer Assisted Intervention – MICCAI 2021, p.604-614

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Segmentation by retrieval with guided random walks: Application to left ventricle segmentation in MRI

Medical image analysis, 2013-02, Vol.17 (2), p.236-253

2013

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Survival analysis for high-dimensional, heterogeneous medical data: exploring feature extraction as an alternative to feature selection

Artificial intelligence in medicine, 2016-09, Vol.72, p.1-11

2016

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Graph-in-Graph (GiG): Learning interpretable latent graphs in non-Euclidean domain for biological and healthcare applications

Medical image analysis, 2023-08, Vol.88, p.102839-102839, Article 102839

2023

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Simultaneous imputation and classification using Multigraph Geometric Matrix Completion (MGMC): Application to neurodegenerative disease classification

Artificial intelligence in medicine, 2021-07, Vol.117, p.102097-102097, Article 102097

2021

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ThemaEngineering, Biomedical

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

Towards Fully Automatic X-Ray to CT Registration

Dense image registration through MRFs and efficient linear programming

Statistical modeling and recognition of surgical workflow

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

Data-driven estimation of cardiac electrical diffusivity from 12-lead ECG signals

Mini gamma cameras for intra-operative nuclear tomographic reconstruction

Entropy and Laplacian images: Structural representations for multi-modal registration

The 2D analytic signal for envelope detection and feature extraction on ultrasound images

GANs for medical image analysis

Unsupervised pre-training of graph transformers on patient population graphs

Robotic ultrasound imaging: State-of-the-art and future perspectives

‘Squeeze & excite’ guided few-shot segmentation of volumetric images

DefCor-Net: Physics-aware ultrasound deformation correction

Automatic ultrasound–MRI registration for neurosurgery using the 2D and 3D LC2 Metric

Ultrasound confidence maps using random walks

A survey of catheter tracking concepts and methodologies

Vascular image registration techniques: A living review

FedPerl: Semi-supervised Peer Learning for Skin Lesion Classification

RA-GCN: Graph convolutional network for disease prediction problems with imbalanced data

OperA: Attention-Regularized Transformers for Surgical Phase Recognition

Segmentation by retrieval with guided random walks: Application to left ventricle segmentation in MRI

Survival analysis for high-dimensional, heterogeneous medical data: exploring feature extraction as an alternative to feature selection

Graph-in-Graph (GiG): Learning interpretable latent graphs in non-Euclidean domain for biological and healthcare applications

Simultaneous imputation and classification using Multigraph Geometric Matrix Completion (MGMC): Application to neurodegenerative disease classification

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