2021

Thesis supervisions

unige:160358	Deep Learning for Histopathology Image Analysis From Heterogeneous and Multimodal Data Sources	Otalora Montenegro, Juan Sebastian;
unige:158176	Interpretability of Deep Learning for Medical Image Classification: Improved Understandability and Generalization	Graziani, Mara;

2020

Scientific Articles

unige:154498

A lung graph model for the radiological assessment of chronic thromboembolic pulmonary hypertension in CT.

Jimenez-Del-Toro, Oscar; Dicente Cid, Yashin; Platon, Alexandra; Hachulla-Lemaire, Anne-Lise; ... Muller, Henning

2018

Proceedings Chapters

unige:128075

From Local to Global: A Holistic Lung Graph Model

Dicente Cid, Yashin; Jimenez Del Toro, Oscar; Platon, Alexandra; Muller, Henning; Poletti, Pierre-Alexandre Alois

Thesis supervisions

unige:111394

Lung tissue analysis: from local visual descriptors to global modeling

Dicente Cid, Yashin;

2017

Scientific Articles

unige:112337	3D Solid Texture Classification Using Locally-Oriented Wavelet Transforms	Dicente Cid, Yashin; Muller, Henning; Platon, Alexandra; Poletti, Pierre-Alexandre Alois; Depeursinge, Adrien
unige:111740	A Lung Graph–Model for Pulmonary Hypertension and Pulmonary Embolism Detection on DECT Images	Dicente Cid, Yashin; Muller, Henning; Platon, Alexandra; Janssens, Jean–Paul; ... Depeursinge, Adrien

Thesis supervisions

unige:96297

Quantitative analysis of medical images: finding relevant regions-of-interest for medical decision support

Jimenez Del Toro, Oscar;

2016

Scientific Articles

unige:99450

Measurement of right atrial volumes: comparison of a semi-automatic algorithm of real-time 3D echocardiography with cardiac magnetic resonance imaging

Muller, Henning; Carballo, David; Santos, sofia; Popova, Nadya; ... Vallée, Jean-Paul

2015

Scientific Articles

unige:111737

Pulmonary embolism detection using localized vessel-based features in dual energy CT

Dicente Cid, Yashin; Depeursinge, Adrien; Foncubierta Rodriguez, Antonio; Platon, Alexandra; ... Muller, Henning

Thesis supervisions

unige:73184

Use case oriented medical visual information retrieval & system evaluation

Garcia Seco De Herrera, Alba;

2014

Scientific Articles

unige:42952	Retrieval of high-dimensional visual data: current state, trends and challenges ahead	Foncubierta-Rodríguez, Antonio; Muller, Henning; Depeursinge, Adrien;
unige:33737	Rotation–covariant texture learning using steerable Riesz wavelets	Depeursinge, Adrien; Foncubierta-Rodriguez, Antonio; Van De Ville, Dimitri; Muller, Henning;
unige:33731	Three-dimensional solid texture analysis in biomedical imaging: Review and opportunities	Depeursinge, Adrien; Foncubierta-Rodriguez, Antonio; Van De Ville, Dimitri; Muller, Henning;

Thesis supervisions

unige:46981	Description and retrieval of medical visual information based on language modelling	Foncubierta Rodriguez, Antonio;
unige:43325	User-oriented medical image retrieval	Markonis, Dimitrios;

2013

Scientific Articles

unige:43395	Benefits of texture analysis of dual energy CT for Computer-Aided pulmonary embolism detection	Foncubierta-Rodríguez, Antonio; Jiménez del Toro, Óscar Alfonso; Platon, Alexandra; Poletti, Pierre-Alexandre Alois; ... Depeursinge, Adrien
unige:97706	Epileptogenic lesion quantification in MRI using contralateral 3D texture comparisons	Jiménez del Toro, Oscar Alfonso; Foncubierta-Rodríguez, Antonio; Vargas Gomez, Maria Isabel; Muller, Henning; Depeursinge, Adrien
unige:43754	Khresmoi - multilingual semantic search of medical text and images	Aswani, Niraj; Garcia Seco De Herrera, Alba; Gaudinat, Arnaud; Gobeill, Julien; ... Vishnyakova, Dina
unige:39822	Rotation-covariant texture analysis of 4D dual-energy CT as an indicator of local pulmonary perfusion	Depeursinge, Adrien; Foncubierta Rodriguez, Antonio; Vargas, Alejandro; Van De Ville, Dimitri; ... Muller, Henning

Proceedings Chapters

unige:39836

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

Depeursinge, Adrien; Foncubierta Rodriguez, Antonio; Muller, Henning; Van De Ville, Dimitri;

2012

Scientific Articles

unige:32061	Building a reference multimedia database for interstitial lung diseases	Depeursinge, Adrien; Vargas, Alejandro; Platon, Alexandra; Geissbuhler, Antoine; ... Muller, Henning
unige:32215	Case-based lung image categorization and retrieval for interstitial lung diseases: clinical workflows	Depeursinge, Adrien; Vargas, Alejandro; Gaillard, Frédérick; Platon, Alexandra; ... Muller, Henning
unige:32213	Mobile Medical Visual Information Retrieval	Depeursinge, Adrien; Duc, S.; Eggel, I.; Muller, Henning;
unige:31709	Multiscale lung texture signature learning using the Riesz transform	Depeursinge, Adrien; Foncubierta-Rodriguez, Antonio; Van De Ville, Dimitri; Muller, Henning;
unige:31725	Near-Affine-Invariant Texture Learning for Lung Tissue Analysis Using Isotropic Wavelet Frames	Depeursinge, Adrien; Van De Ville, Dimitri; Platon, Alexandra; Geissbuhler, Antoine; ... Muller, Henning

2011

Scientific Articles

unige:24042

Lung texture classification using locally-oriented Riesz components

Depeursinge, Adrien; Foncubierta-Rodriguez, Antonio; Van De Ville, Dimitri; Muller, Henning;

Thesis supervisions

unige:18102

Grid–based medical image retrieval using local features

Zhou, Xin;

2010

Scientific Articles

unige:20597	A survey of grid knowledge and grid perception in the public sector	Zhou, Xin; Appleton, Owen; Muller, Henning;
unige:20535	A web service for enabling medical image retrieval integrated into a social medical image sharing platform	Niinimaki, Markopekka; Zhou, Xin; de la Vega, Enrique; Cabrer, Miguel; Muller, Henning
unige:20892	Comparative performance analysis of state-of-the-art classification algorithms applied to lung tissue categorization	Depeursinge, Adrien; Iavindrasana, Jimison; Hidki, Asmaa; Cohen, Gilles; ... Muller, Henning
unige:20893	Fusing visual and clinical information for lung tissue classification in high-resolution computed tomography	Depeursinge, Adrien; Racoceanu, Daniel; Iavindrasana, Jimison; Cohen, Gilles; ... Muller, Henning
unige:20487	Measuring the effectiveness of hospital-acquired infection prevention	Iavindrasana, Jimison; Cohen, Gilles; Depeursinge, Adrien; Muller, Henning; ... Geissbuhler, Antoine
unige:20922	Strategies for health data exchange for secondary, cross-institutional clinical research	Elger, Bernice Simone; Iavindrasana, Jimison; Lo Iacono, Luigi; Muller, Henning; ... Wright, Jessica

Thesis supervisions

unige:6550

Affine–invariant texture analysis and retrieval of 3D medical images with clinical context integration

Depeursinge, Adrien;

2008

Scientific Articles

unige:3412

Using medline queries to generate image retrieval tasks for benchmarking

Muller, Henning; Kalpathy-Cramer, Jayashree; Hersh, William; Geissbuhler, Antoine;

2004

Scientific Articles

unige:47431

Learning from user behavior in image retrieval : application of market basket analysis

Muller, Henning; Pun, Thierry; Squire, David;

Proceedings Chapters

unige:47846

Benchmarking Image Retrieval Applications

Muller, Henning; Geissbuhler, Antoine; Marchand-Maillet, Stéphane; Clough, Paul;

2003

Scientific Articles

unige:47474

A Framework for Benchmarking in CBIR

Muller, Henning; Muller, Wolfgang; Marchand-Maillet, Stéphane; Squire, David; Pun, Thierry

Proceedings Chapters

unige:47862

Extension to the Multimedia Retrieval Markup Language: A communication protocol for content-based image retrieval

Muller, Henning; Geissbuhler, Antoine; Marchand-Maillet, Stéphane;

2002

Proceedings Chapters

unige:47847

The Truth About Corel - Evaluation in Image Retrieval

Muller, Henning; Marchand-Maillet, Stéphane; Pun, Thierry;

Doctoral Thesis

unige:150

User interaction and performance evaluation in content-based visual information retrieval

Muller, Henning;

2001

Scientific Articles

unige:47476	Evaluating Image Browsers Using Structured Annotation	Muller, Wolfgang; Marchand-Maillet, Stéphane; Muller, Henning; Squire, David; Pun, Thierry
unige:47475	Performance Evaluation in Content-Based Image Retrieval: Overview and Proposals	Muller, Henning; Muller, Wolfgang; Squire, David; Marchand-Maillet, Stéphane; Pun, Thierry

Book Chapters

unige:47621

Design and Evaluation of a Content-based Image Retrieval System

Squire, David; Muller, Henning; Muller, Wolfgang; Marchand-Maillet, Stéphane; Pun, Thierry

Proceedings Chapters

unige:47849	A Web-Based Evaluation System for Content-Based Image Retrieval	Muller, Henning; Muller, Wolfgang; Marchand-Maillet, Stéphane; Squire, David; Pun, Thierry
unige:47851	Automated Benchmarking in Content-based Image Retrieval	Muller, Henning; Muller, Wolfgang; Squire, David; Marchand-Maillet, Stéphane; Pun, Thierry
unige:47824	The Reality of Content-based Image Retrieval	Marchand-Maillet, Stéphane; Lasri, Nadia; Muller, Henning; Muller, Wolfgang; Pun, Thierry

Technical Reports

unige:48030

Automated benchmarking in content-based image retrieval

Muller, Henning; Muller, Wolfgang; Marchand-Maillet, Stéphane; Squire, David; Pun, Thierry

2000

Scientific Articles

unige:47502

Content-based query of image databases: inspirations from text retrieval

Squire, David; Muller, Wolfgang; Muller, Henning; Pun, Thierry;