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The Importance of Skip Connections in Biomedical Image Segmentation

Deep Learning and Data Labeling for Medical Applications, p.179-187

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Robust, accurate and fast automatic segmentation of the spinal cord

NeuroImage (Orlando, Fla.), 2014-09, Vol.98, p.528-536

2014

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Deep learning workflow in radiology: a primer

Insights into imaging, 2020-02, Vol.11 (1), p.22-22, Article 22

2020

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Learning normalized inputs for iterative estimation in medical image segmentation

Medical image analysis, 2018-02, Vol.44, p.1-13

2018

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A least square generative network based on invariant contrastive feature pair learning for multimodal MR image synthesis

International journal for computer assisted radiology and surgery, 2023-06, Vol.18 (6), p.971-979

2023

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Prediction of post transarterial chemoembolization MR images of hepatocellular carcinoma using spatio-temporal graph convolutional networks

PloS one, 2021-12, Vol.16 (12), p.e0259692-e0259692

2021

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Cross-institutional outcome prediction for head and neck cancer patients using self-attention neural networks

Scientific reports, 2022-02, Vol.12 (1), p.3183-3183, Article 3183

2022

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Intra-operative forecasting of growth modulation spine surgery outcomes with spatio-temporal dynamic networks

International journal for computer assisted radiology and surgery, 2021-10, Vol.16 (10), p.1641-1651

2021

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Classification of three-dimensional thoracic deformities in adolescent idiopathic scoliosis from a multivariate analysis

European spine journal, 2012-01, Vol.21 (1), p.40-49

2012

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Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge

IEEE transactions on medical imaging, 2020-03, Vol.39 (3), p.777-786

2020

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Intravoxel incoherent motion MR imaging for prostate cancer: An evaluation of perfusion fraction and diffusion coefficient derived from different b-value combinations

Magnetic resonance in medicine, 2013-02, Vol.69 (2), p.553-562

2013

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Metastatic Liver Tumor Segmentation Using Texture-Based Omni-Directional Deformable Surface Models

Abdominal Imaging. Computational and Clinical Applications, p.74-83

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Liver segmentation: indications, techniques and future directions

Insights into imaging, 2017-08, Vol.8 (4), p.377-392

2017

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Sub-cortical brain structure segmentation using F-CNN'S

2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 2016, p.269-272

2016

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IEEE_Xplore

Navigation of Microrobots by MRI: Impact of Gravitational, Friction and Thrust Forces on Steering Success

Annals of biomedical engineering, 2021-12, Vol.49 (12), p.3724-3736

2021

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Radiomics using computed tomography to predict CD73 expression and prognosis of colorectal cancer liver metastases

Journal of translational medicine, 2023-07, Vol.21 (1), p.507-507, Article 507

2023

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Predictive online 3D target tracking with population-based generative networks for image-guided radiotherapy

International journal for computer assisted radiology and surgery, 2021-07, Vol.16 (7), p.1213-1225

2021

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Bidirectional feature matching based on deep pairwise contrastive learning for multiparametric MRI image synthesis

Physics in medicine & biology, 2023-06, Vol.68 (12), p.125010

2023

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Robot-assisted biopsy sampling for online Raman spectroscopy cancer confirmation in the operating room

International journal for computer assisted radiology and surgery, 2024, Vol.19 (6), p.1103-1111

2024

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Classification of Alzheimer’s and MCI Patients from Semantically Parcelled PET Images: A Comparison between AV45 and FDG-PET

International journal of biomedical imaging, 2018-01, Vol.2018, p.1247430-13

2018

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Impact of brain overgrowth on sensorial learning processing during the first year of life

Frontiers in human neuroscience, 2022-07, Vol.16, p.928543-928543

2022

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Abdominal motion tracking with free-breathing XD-GRASP acquisitions using spatio-temporal geodesic trajectories

Medical & biological engineering & computing, 2022-02, Vol.60 (2), p.583-598

2022

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Predicting the Response to FOLFOX-Based Chemotherapy Regimen from Untreated Liver Metastases on Baseline CT: a Deep Neural Network Approach

Journal of digital imaging, 2020-08, Vol.33 (4), p.937-945

2020

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Correction to: Abdominal motion tracking with free‑breathing XD‑GRASP acquisitions using spatio‑temporal geodesic trajectories

Medical & biological engineering & computing, 2022-04, Vol.60 (4), p.1223-1223

2022

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The Importance of Skip Connections in Biomedical Image Segmentation

Robust, accurate and fast automatic segmentation of the spinal cord

Deep learning workflow in radiology: a primer

Learning normalized inputs for iterative estimation in medical image segmentation

A least square generative network based on invariant contrastive feature pair learning for multimodal MR image synthesis

Prediction of post transarterial chemoembolization MR images of hepatocellular carcinoma using spatio-temporal graph convolutional networks

Cross-institutional outcome prediction for head and neck cancer patients using self-attention neural networks

Intra-operative forecasting of growth modulation spine surgery outcomes with spatio-temporal dynamic networks

Classification of three-dimensional thoracic deformities in adolescent idiopathic scoliosis from a multivariate analysis

Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge

Intravoxel incoherent motion MR imaging for prostate cancer: An evaluation of perfusion fraction and diffusion coefficient derived from different b-value combinations

Metastatic Liver Tumor Segmentation Using Texture-Based Omni-Directional Deformable Surface Models

Liver segmentation: indications, techniques and future directions

Sub-cortical brain structure segmentation using F-CNN'S

Navigation of Microrobots by MRI: Impact of Gravitational, Friction and Thrust Forces on Steering Success

Radiomics using computed tomography to predict CD73 expression and prognosis of colorectal cancer liver metastases

Predictive online 3D target tracking with population-based generative networks for image-guided radiotherapy

Bidirectional feature matching based on deep pairwise contrastive learning for multiparametric MRI image synthesis

Robot-assisted biopsy sampling for online Raman spectroscopy cancer confirmation in the operating room

Identification of intraductal carcinoma of the prostate on tissue specimens using Raman micro-spectroscopy: A diagnostic accuracy case-control study with multicohort validation

Classification of Alzheimer’s and MCI Patients from Semantically Parcelled PET Images: A Comparison between AV45 and FDG-PET

Impact of brain overgrowth on sensorial learning processing during the first year of life

Abdominal motion tracking with free-breathing XD-GRASP acquisitions using spatio-temporal geodesic trajectories

Predicting the Response to FOLFOX-Based Chemotherapy Regimen from Untreated Liver Metastases on Baseline CT: a Deep Neural Network Approach

Correction to: Abdominal motion tracking with free‑breathing XD‑GRASP acquisitions using spatio‑temporal geodesic trajectories

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