List of works - Adrien Depeursinge

(18F)-FDG PET/CT parameters to predict survival and recurrence in patients with locally advanced cervical cancer treated with chemoradiotherapy.

scientific article published on 9 April 2018

3-D Solid Texture Classification Using Locally-Oriented Wavelet Transforms

scientific article

3D Case–Based Retrieval for Interstitial Lung Diseases

3D Riesz-wavelet based Covariance descriptors for texture classification of lung nodule tissue in CT.

scientific article published in August 2015

3D lung image retrieval using localized features

A 3-D Riesz-Covariance Texture Model for Prediction of Nodule Recurrence in Lung CT.

scientific article published on 18 July 2016

A PET-based nomogram for oropharyngeal cancers

scientific article published on 23 February 2017

Assessing treatment response in triple-negative breast cancer from quantitative image analysis in perfusion magnetic resonance imaging.

scientific article published on 2 November 2017

Asymmetric-margin support vector machines for lung tissue classification

Automated classification of brain tumor type in whole-slide digital pathology images using local representative tiles

scientific article published on 29 December 2015

Automated classification of usual interstitial pneumonia using regional volumetric texture analysis in high-resolution computed tomography

scientific article

Benefits of texture analysis of dual energy CT for Computer-Aided pulmonary embolism detection

scientific article published in January 2013

Building a reference multimedia database for interstitial lung diseases.

scientific article

Case-based lung image categorization and retrieval for interstitial lung diseases: clinical workflows

scientific article published in June 2011

Comparative performance analysis of state-of-the-art classification algorithms applied to lung tissue categorization.

scientific article

Content-based image retrieval from a database of fracture images

Design of a decentralized reusable research database architecture to support data acquisition in large research projects.

scientific article

Enhanced visualization of pulmonary perfusion in 4D Dual Energy CT images

scientific article published on 01 January 2014

Epileptogenic lesion quantification in MRI using contralateral 3D texture comparisons

Erratum: "Predicting adenocarcinoma recurrence using computational texture models of nodule components in lung CT" [Med. Phys. 42, 2054 (10pp.) (2015)].

scientific article published on May 2015

Fusing learned representations from Riesz Filters and Deep CNN for lung tissue classification

scientific article published on 12 June 2019

Fusing visual and clinical information for lung tissue classification in high-resolution computed tomography

scientific article

Holistic classification of CT attenuation patterns for interstitial lung diseases via deep convolutional neural networks.

scientific article published on 6 June 2016

Information Fusion for Combining Visual and Textual Image Retrieval

Integrating radiomics into holomics for personalised oncology: from algorithms to bedside

scientific article published on 07 February 2020

KnowARC: enabling Grid networks for the biomedical research community.

scientific article published on January 2007

Lung texture classification using locally-oriented Riesz components

scientific article published on 01 January 2011

Lung tissue classification using wavelet frames.

scientific article published in January 2007

Measuring the effectiveness of hospital-acquired infection prevention.

scientific article

Metabolic Tumor Volume and Total Lesion Glycolysis in Oropharyngeal Cancer Treated With Definitive Radiotherapy: Which Threshold Is the Best Predictor of Local Control?

scientific article published on 10 March 2017

Mobile medical image retrieval

scholarly article published 3 March 2011

Mobile medical visual information retrieval

scientific article published on 6 December 2011

Multiscale lung texture signature learning using the Riesz transform

scientific article published on 01 January 2012

Multiscale salient point-based retrieval of fracture cases

Near-affine-invariant texture learning for lung tissue analysis using isotropic wavelet frames.

scientific article published on 11 May 2012

Neural network training for cross-protocol radiomic feature standardization in computed tomography

scientific article published on 01 April 2019

On combining image-based and ontological semantic dissimilarities for medical image retrieval applications

scientific article

Optimized Distributed Hyperparameter Search and Simulation for Lung Texture Classification in CT Using Hadoop

Optimized steerable wavelets for texture analysis of lung tissue in 3-D CT: Classification of usual interstitial pneumonia

article published in 2015

Overview of the Second Workshop on Medical Content–Based Retrieval for Clinical Decision Support

Overview of the predictive value of quantitative 18 FDG PET in head and neck cancer treated with chemoradiotherapy

scientific article published on 29 October 2016

PET-based prognostic survival model after radiotherapy for head and neck cancer

scientific article published on 21 August 2018

Predicting adenocarcinoma recurrence using computational texture models of nodule components in lung CT.

scientific article

Predicting visual semantic descriptive terms from radiological image data: preliminary results with liver lesions in CT.

scientific article

Prototypes for content-based image retrieval in clinical practice

scientific article

Region-based volumetric medical image retrieval

scholarly article published 29 March 2013

Retrieval of 4D Dual Energy CT for Pulmonary Embolism Diagnosis

Retrieval of high-dimensional visual data: current state, trends and challenges ahead

Revealing Tumor Habitats from Texture Heterogeneity Analysis for Classification of Lung Cancer Malignancy and Aggressiveness

scientific article published on 14 March 2019

Rotation-Covariant Texture Learning Using Steerable Riesz Wavelets

scientific article published in February 2014

Rotation-covariant texture analysis of 4D dual-energy CT as an indicator of local pulmonary perfusion

article published in 2013

Rotation-covariant tissue analysis for interstitial lung diseases using learned steerable filters: Performance evaluation and relevance for diagnostic aid.

scientific article published on 11 January 2018

Rotation-covariant visual concept detection using steerable Riesz wavelets and bags of visual words

Signature of survival: a 18F-FDG PET based whole-liver radiomic analysis predicts survival after 90Y-TARE for hepatocellular carcinoma

scientific article published on 19 December 2017

Steerable Wavelet Machines (SWM): Learning Moving Frames for Texture Classification.

scientific article published on 18 January 2017

Synchronized slice viewing of similar image series

The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping

scientific article published on 10 March 2020

The use of texture-based radiomics CT analysis to predict outcomes in early-stage non-small cell lung cancer treated with stereotactic ablative radiotherapy

scientific article published on 20 November 2018

Three dimensional multi-scale visual words for texture-based cerebellum segmentation

article published in 2012

Three-dimensional solid texture analysis in biomedical imaging: review and opportunities

scientific article published on 22 October 2013

Using MapReduce for Large-Scale Medical Image Analysis

scholarly article published September 2012

List of works by Adrien Depeursinge

(18F)-FDG PET/CT parameters to predict survival and recurrence in patients with locally advanced cervical cancer treated with chemoradiotherapy.

3-D Solid Texture Classification Using Locally-Oriented Wavelet Transforms

3D Case–Based Retrieval for Interstitial Lung Diseases

3D Riesz-wavelet based Covariance descriptors for texture classification of lung nodule tissue in CT.

3D lung image retrieval using localized features

A 3-D Riesz-Covariance Texture Model for Prediction of Nodule Recurrence in Lung CT.

A PET-based nomogram for oropharyngeal cancers

Assessing treatment response in triple-negative breast cancer from quantitative image analysis in perfusion magnetic resonance imaging.

Asymmetric-margin support vector machines for lung tissue classification

Automated classification of brain tumor type in whole-slide digital pathology images using local representative tiles

Automated classification of usual interstitial pneumonia using regional volumetric texture analysis in high-resolution computed tomography

Benefits of texture analysis of dual energy CT for Computer-Aided pulmonary embolism detection

Building a reference multimedia database for interstitial lung diseases.

Case-based lung image categorization and retrieval for interstitial lung diseases: clinical workflows

Comparative performance analysis of state-of-the-art classification algorithms applied to lung tissue categorization.

Content-based image retrieval from a database of fracture images

Design of a decentralized reusable research database architecture to support data acquisition in large research projects.

Enhanced visualization of pulmonary perfusion in 4D Dual Energy CT images

Epileptogenic lesion quantification in MRI using contralateral 3D texture comparisons

Erratum: "Predicting adenocarcinoma recurrence using computational texture models of nodule components in lung CT" [Med. Phys. 42, 2054 (10pp.) (2015)].

Fusing learned representations from Riesz Filters and Deep CNN for lung tissue classification

Fusing visual and clinical information for lung tissue classification in high-resolution computed tomography

Holistic classification of CT attenuation patterns for interstitial lung diseases via deep convolutional neural networks.

Information Fusion for Combining Visual and Textual Image Retrieval

Integrating radiomics into holomics for personalised oncology: from algorithms to bedside

KnowARC: enabling Grid networks for the biomedical research community.

Lung texture classification using locally-oriented Riesz components

Lung tissue classification using wavelet frames.

Measuring the effectiveness of hospital-acquired infection prevention.

Metabolic Tumor Volume and Total Lesion Glycolysis in Oropharyngeal Cancer Treated With Definitive Radiotherapy: Which Threshold Is the Best Predictor of Local Control?

Mobile medical image retrieval

Mobile medical visual information retrieval

Multiscale lung texture signature learning using the Riesz transform

Multiscale salient point-based retrieval of fracture cases

Near-affine-invariant texture learning for lung tissue analysis using isotropic wavelet frames.

Neural network training for cross-protocol radiomic feature standardization in computed tomography

On combining image-based and ontological semantic dissimilarities for medical image retrieval applications

Optimized Distributed Hyperparameter Search and Simulation for Lung Texture Classification in CT Using Hadoop

Optimized steerable wavelets for texture analysis of lung tissue in 3-D CT: Classification of usual interstitial pneumonia

Overview of the Second Workshop on Medical Content–Based Retrieval for Clinical Decision Support

Overview of the predictive value of quantitative 18 FDG PET in head and neck cancer treated with chemoradiotherapy

PET-based prognostic survival model after radiotherapy for head and neck cancer

Predicting adenocarcinoma recurrence using computational texture models of nodule components in lung CT.

Predicting visual semantic descriptive terms from radiological image data: preliminary results with liver lesions in CT.

Prototypes for content-based image retrieval in clinical practice

Region-based volumetric medical image retrieval

Retrieval of 4D Dual Energy CT for Pulmonary Embolism Diagnosis

Retrieval of high-dimensional visual data: current state, trends and challenges ahead

Revealing Tumor Habitats from Texture Heterogeneity Analysis for Classification of Lung Cancer Malignancy and Aggressiveness

Rotation-Covariant Texture Learning Using Steerable Riesz Wavelets

Rotation-covariant texture analysis of 4D dual-energy CT as an indicator of local pulmonary perfusion

Rotation-covariant tissue analysis for interstitial lung diseases using learned steerable filters: Performance evaluation and relevance for diagnostic aid.

Rotation-covariant visual concept detection using steerable Riesz wavelets and bags of visual words

Signature of survival: a 18F-FDG PET based whole-liver radiomic analysis predicts survival after 90Y-TARE for hepatocellular carcinoma

Steerable Wavelet Machines (SWM): Learning Moving Frames for Texture Classification.

Synchronized slice viewing of similar image series

The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping

The use of texture-based radiomics CT analysis to predict outcomes in early-stage non-small cell lung cancer treated with stereotactic ablative radiotherapy

Three dimensional multi-scale visual words for texture-based cerebellum segmentation

Three-dimensional solid texture analysis in biomedical imaging: review and opportunities

Using MapReduce for Large-Scale Medical Image Analysis

Using Multiscale Visual Words for Lung Texture Classification and Retrieval