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Medical Shape Pattern Analysis with MeshCNN

2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 2023, p.1-5

2023

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ImageCLEF 2021 Best of Labs: The Curious Case of Caption Generation for Medical Images

Experimental IR Meets Multilinguality, Multimodality, and Interaction, p.190-203

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An Improved Patient-Specific Mortality Risk Prediction in ICU in a Random Forest Classification Framework

Studies in health technology and informatics, 2015, Vol.214, p.56

2015

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Going Deeper With Brain Morphometry Using Neural Networks

2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 2021, p.711-715

2021

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Human Activity Recognition from Smart-Phone Sensor Data using a Multi-Class Ensemble Learning in Home Monitoring

Studies in health technology and informatics, 2015, Vol.214, p.62

2015

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Voxel-Wise Analysis for Spatial Characterisation of Pseudo-CT Errors in MRI-Only Radiotherapy Planning

2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 2021, p.395-399

2021

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Fast Automatic Multi-atlas Segmentation of the Prostate from 3D MR Images

Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions, p.10-21

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Pseudo-CT Generation for Mri-only Radiotherapy: Comparative Study Between A Generative Adversarial Network, A U-Net Network, A Patch-Based, and an Atlas Based Methods

2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), 2019, p.1109-1113

2019

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Fusion of MRI to 3D TRUS for Mechanically-Assisted Targeted Prostate Biopsy: System Design and Initial Clinical Experience

Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions, p.121-133

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Variable Ranking with PCA: Finding Multiparametric MR Imaging Markers for Prostate Cancer Diagnosis and Grading

Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions, p.146-157

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Atlas Based Segmentation and Mapping of Organs at Risk from Planning CT for the Development of Voxel-Wise Predictive Models of Toxicity in Prostate Radiotherapy

Prostate Cancer Imaging. Computer-Aided Diagnosis, Prognosis, and Intervention, p.42-51

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Spatial Characterization and Classification of Rectal Bleeding in Prostate Cancer Radiotherapy with a Voxel-Based Principal Components Analysis Model for 3D Dose Distribution

Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions, p.60-69

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Weighted Combination of Multi-Parametric MR Imaging Markers for Evaluating Radiation Therapy Related Changes in the Prostate

Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions, p.80-91

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Augmented Reality Image Guidance in Minimally Invasive Prostatectomy

Prostate Cancer Imaging. Computer-Aided Diagnosis, Prognosis, and Intervention, p.101-110

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Validation of Direct Registration of Whole-Mount Prostate Digital Histopathology to ex vivo MR Images

Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions, p.134-145

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Multi-atlas and Gaussian Mixture Modeling Based Perirectal Fat Segmentation from CT Images

Abdominal Imaging. Computation and Clinical Applications, p.194-202

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Facilitating 3D Spectroscopic Imaging through Automatic Prostate Localization in MR Images Using Random Walker Segmentation Initialized via Boosted Classifiers

Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions, p.47-56

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Required Accuracy of MR-US Registration for Prostate Biopsies

Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions, p.92-99

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Dose Monitoring in Prostate Cancer Radiotherapy Using CBCT to CT Constrained Elastic Image Registration

Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions, p.70-79

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Automatic MRI Atlas-Based External Beam Radiation Therapy Treatment Planning for Prostate Cancer

Prostate Cancer Imaging. Computer-Aided Diagnosis, Prognosis, and Intervention, p.25-33

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Boundary Delineation in Prostate Imaging Using Active Contour Segmentation Method with Interactively Defined Object Regions

Prostate Cancer Imaging. Computer-Aided Diagnosis, Prognosis, and Intervention, p.131-142

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Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions: International Workshop, Held in Conjunction with MICCAI 2011, Toronto, Canada, September 22, 2011. Proceedings

2011

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Registration of In Vivo Prostate Magnetic Resonance Images to Digital Histopathology Images

Prostate Cancer Imaging. Computer-Aided Diagnosis, Prognosis, and Intervention, p.66-76

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Fast Multiatlas Selection Using Composition of Transformations for Radiation Therapy Planning

Medical Computer Vision: Algorithms for Big Data, p.105-115

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Intrafraction Prostate Motion Correction Using a Non-rectilinear Image Frame

Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions, p.57-59

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Medical Shape Pattern Analysis with MeshCNN

ImageCLEF 2021 Best of Labs: The Curious Case of Caption Generation for Medical Images

An Improved Patient-Specific Mortality Risk Prediction in ICU in a Random Forest Classification Framework

Going Deeper With Brain Morphometry Using Neural Networks

Human Activity Recognition from Smart-Phone Sensor Data using a Multi-Class Ensemble Learning in Home Monitoring

Voxel-Wise Analysis for Spatial Characterisation of Pseudo-CT Errors in MRI-Only Radiotherapy Planning

Fast Automatic Multi-atlas Segmentation of the Prostate from 3D MR Images

Pseudo-CT Generation for Mri-only Radiotherapy: Comparative Study Between A Generative Adversarial Network, A U-Net Network, A Patch-Based, and an Atlas Based Methods

Fusion of MRI to 3D TRUS for Mechanically-Assisted Targeted Prostate Biopsy: System Design and Initial Clinical Experience

Variable Ranking with PCA: Finding Multiparametric MR Imaging Markers for Prostate Cancer Diagnosis and Grading

Atlas Based Segmentation and Mapping of Organs at Risk from Planning CT for the Development of Voxel-Wise Predictive Models of Toxicity in Prostate Radiotherapy

Spatial Characterization and Classification of Rectal Bleeding in Prostate Cancer Radiotherapy with a Voxel-Based Principal Components Analysis Model for 3D Dose Distribution

Weighted Combination of Multi-Parametric MR Imaging Markers for Evaluating Radiation Therapy Related Changes in the Prostate

Augmented Reality Image Guidance in Minimally Invasive Prostatectomy

Validation of Direct Registration of Whole-Mount Prostate Digital Histopathology to ex vivo MR Images

Multi-atlas and Gaussian Mixture Modeling Based Perirectal Fat Segmentation from CT Images

Facilitating 3D Spectroscopic Imaging through Automatic Prostate Localization in MR Images Using Random Walker Segmentation Initialized via Boosted Classifiers

Required Accuracy of MR-US Registration for Prostate Biopsies

Dose Monitoring in Prostate Cancer Radiotherapy Using CBCT to CT Constrained Elastic Image Registration

Automatic MRI Atlas-Based External Beam Radiation Therapy Treatment Planning for Prostate Cancer

Boundary Delineation in Prostate Imaging Using Active Contour Segmentation Method with Interactively Defined Object Regions

Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions: International Workshop, Held in Conjunction with MICCAI 2011, Toronto, Canada, September 22, 2011. Proceedings

Registration of In Vivo Prostate Magnetic Resonance Images to Digital Histopathology Images

Fast Multiatlas Selection Using Composition of Transformations for Radiation Therapy Planning

Intrafraction Prostate Motion Correction Using a Non-rectilinear Image Frame

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