Benefits of texture analysis of dual energy CT for Computer-Aided pulmonary embolism detection. - Antonio Foncubierta-Rodríguez; Oscar Alfonso Jiménez del Toro; Alexandra Platon; Pierre-Alexandre Poletti; Henning Müller; Adrien Depeursinge (EMBC, 2013)

Using Probability Maps for Multi-organ Automatic Segmentation. - Ranveer Joyseeree; Oscar Alfonso Jiménez del Toro; Henning Müller (MCV, 2013)

Overview of the 2013 Workshop on Medical Computer Vision (MCV 2013). - Henning Müller; Bjoern H. Menze; Georg Langs; Albert Montillo; B. Michael Kelm; Zhuowen Tu; Oscar Alfonso Jiménez del Toro (MCV, 2013)

Epileptogenic Lesion Quantification in MRI Using Contralateral 3D Texture Comparisons. - Oscar Alfonso Jiménez del Toro; Antonio Foncubierta-Rodríguez; María Isabel Vargas Gómez; Henning Müller; Adrien Depeursinge (MICCAI (2), 2013)

Multi-structure Atlas-Based Segmentation Using Anatomical Regions of Interest. - Oscar Alfonso Jiménez del Toro; Henning Müller (MCV, 2013)

Multi atlas-based segmentation with data driven refinement. - Oscar Alfonso Jiménez del Toro; Henning Müller (BHI, 2014)

A formal method for selecting evaluation metrics for image segmentation. - Abdel Aziz Taha; Allan Hanbury; Oscar Alfonso Jiménez del Toro (ICIP, 2014)

Hierarchic Multi-atlas Based Segmentation for Anatomical Structures: Evaluation in the VISCERAL Anatomy Benchmarks. - Oscar Alfonso Jiménez del Toro; Henning Müller (MCV, 2014)

Workshop Multimodal Retrieval in the Medical Domain (MRMD) 2015. - Henning Müller; Oscar Alfonso Jiménez del Toro; Allan Hanbury; Georg Langs; Antonio Foncubierta-Rodríguez (ECIR, 2015)

Overview of the First Workshop of Muldimodal Retrieval in the Medical Domain (MRMD 2015). - Henning Müller; Oscar Alfonso Jiménez del Toro; Allan Hanbury; Georg Langs; Antonio Foncubierta-Rodríguez (MRDM@ECIR, 2015)

RadLex Terms and Local Texture Features for Multimodal Medical Case Retrieval. - Oscar Alfonso Jiménez del Toro; Pol Cirujeda; Yashin Dicente Cid; Henning Müller (MRDM@ECIR, 2015)

Overview of the VISCERAL Retrieval Benchmark 2015. - Oscar Alfonso Jiménez del Toro; Allan Hanbury; Georg Langs; Antonio Foncubierta-Rodríguez; Henning Müller (MRDM@ECIR, 2015)

Live ECG readings using Google Glass in emergency situations. - Roger Schaer; Fanny Salamin; Oscar Alfonso Jiménez del Toro; Manfredo Atzori; Henning Müller; Antoine Widmer (EMBC, 2015)

Efficient and fully automatic segmentation of the lungs in CT volumes. - Yashin Dicente Cid; Oscar Alfonso Jiménez del Toro; Adrien Depeursinge; Henning Müller (VISCERAL Challenge@ISBI, 2015)

Overview of the VISCERAL Challenge at ISBI 2015. - Orcun Goksel; Antonio Foncubierta-Rodríguez; Oscar Alfonso Jiménez del Toro; Henning Müller; Georg Langs; Marc-André Weber; Bjoern H. Menze; Ivan Eggel; Katharina Gruenberg; Marianne Winterstein; Markus Holzer 003; Markus Krenn; et al. (VISCERAL Challenge@ISBI, 2015)

Hierarchic Anatomical Structure Segmentation Guided by Spatial Correlations (AnatSeg-Gspac): VISCERAL Anatomy3. - Oscar Alfonso Jiménez del Toro; Yashin Dicente Cid; Adrien Depeursinge; Henning Müller (VISCERAL Challenge@ISBI, 2015)

Texture classification of anatomical structures in CT using a context-free machine learning approach. - Oscar Alfonso Jiménez del Toro; Antonio Foncubierta-Rodríguez; Adrien Depeursinge; Henning Müller (Computer-Aided Diagnosis, 2015)

Creating a Large-Scale Silver Corpus from Multiple Algorithmic Segmentations. - Markus Krenn; Matthias Dorfer; Oscar Alfonso Jiménez del Toro; Henning Müller; Bjoern H. Menze; Marc-André Weber; Allan Hanbury; Georg Langs (MCV@MICCAI, 2015)

Processing Diabetes Mellitus Composite Events in MAGPIE. - Albert Brugués de la Torre; Stefano Bromuri; Michael Barry; Oscar Alfonso Jiménez del Toro; Maciej R. Mazurkiewicz; Przemyslaw Kardas; Josep Pegueroles 001; Michael Ignaz Schumacher (J. Medical Syst., 2016)

Cloud-Based Evaluation of Anatomical Structure Segmentation and Landmark Detection Algorithms: VISCERAL Anatomy Benchmarks. - Oscar Alfonso Jiménez del Toro; Henning Müller; Markus Krenn; Katharina Gruenberg; Abdel Aziz Taha; Marianne Winterstein; Ivan Eggel; Antonio Foncubierta-Rodríguez; Orcun Goksel; András Jakab; Georgios Kontokotsios; Georg Langs; et al. (IEEE Trans. Medical Imaging, 2016)

Ethical and Privacy Aspects of Using Medical Image Data. - Katharina Grünberg; András Jakab; Georg Langs; Tomas Salas Fernandez; Marianne Winterstein; Marc-André Weber; Markus Krenn; Oscar Alfonso Jiménez del Toro (Cloud-Based Benchmarking of Medical Image Analysis, 2017)

Annotating Medical Image Data. - Katharina Grünberg; Oscar Alfonso Jiménez del Toro; András Jakab; Georg Langs; Tomas Salas Fernandez; Marianne Winterstein; Marc-André Weber; Markus Krenn (Cloud-Based Benchmarking of Medical Image Analysis, 2017)

Datasets Created in VISCERAL. - Markus Krenn; Katharina Grünberg; Oscar Alfonso Jiménez del Toro; András Jakab; Tomàs Salas Fernandez; Marianne Winterstein; Marc-André Weber; Georg Langs (Cloud-Based Benchmarking of Medical Image Analysis, 2017)

Combining Radiology Images and Clinical Metadata for Multimodal Medical Case-Based Retrieval. - Oscar Alfonso Jiménez del Toro; Pol Cirujeda; Henning Müller (Cloud-Based Benchmarking of Medical Image Analysis, 2017)

Retrieval of Medical Cases for Diagnostic Decisions: VISCERAL Retrieval Benchmark. - Oscar Alfonso Jiménez del Toro; Henning Müller; Antonio Foncubierta-Rodríguez; Georg Langs; Allan Hanbury (Cloud-Based Benchmarking of Medical Image Analysis, 2017)

Finding and Classifying Tuberculosis Types for a Targeted Treatment: MedGIFT-UPB Participation in the ImageCLEF 2017 Tuberculosis Task. - Liviu-Daniel Stefan; Yashin Dicente Cid; Oscar Alfonso Jiménez del Toro; Bogdan Ionescu; Henning Müller (CLEF (Working Notes), 2017)

Deep Multimodal Case-Based Retrieval for Large Histopathology Datasets. - Oscar Alfonso Jiménez del Toro; Sebastian Otálora; Manfredo Atzori; Henning Müller (Patch-MI@MICCAI, 2017)

Convolutional neural networks for an automatic classification of prostate tissue slides with high-grade Gleason score. - Oscar Alfonso Jiménez del Toro; Manfredo Atzori; Sebastian Otálora; Mats Andersson; Kristian Eurén; Martin Hedlund; Peter Rönnquist; Henning Müller (Digital Pathology, 2017)

COMPOSE: Using temporal patterns for interpreting wearable sensor data with computer interpretable guidelines. - Visara Urovi; Oscar Alfonso Jiménez del Toro; Fabien Dubosson; A. Ruiz Torres; Michael Ignaz Schumacher (Comput. Biol. Medicine, 2017)

Quantitative analysis of medical images: finding relevant regions-of-interest for medical decision support. - Oscar Alfonso Jiménez del Toro (2017)

From Local to Global: A Holistic Lung Graph Model. - Yashin Dicente Cid; Oscar Alfonso Jiménez del Toro; Alexandra Platon; Henning Müller; Pierre-Alexandre Poletti (MICCAI (2), 2018)

Tumor proliferation assessment of whole slide images. - Mikaël Rousson; Martin Hedlund; Mats Andersson; Ludwig Jacobsson; Gunnar Läthén; Björn Norell; Oscar Alfonso Jiménez del Toro; Henning Müller; Manfredo Atzori (Digital Pathology, 2018)

A Graph Model of the Lungs with Morphology-Based Structure for Tuberculosis Type Classification. - Yashin Dicente Cid; Oscar Alfonso Jiménez del Toro; Pierre-Alexandre Poletti; Henning Müller (IPMI, 2019)

Systematic comparison of deep learning strategies for weakly supervised Gleason grading. - Sebastian Otálora; Manfredo Atzori; Amjad Khan 002; Oscar Alfonso Jiménez del Toro; Vincent Andrearczyk; Henning Müller (Digital Pathology, 2020)

Studying Public Medical Images from the Open Access Literature and Social Networks for Model Training and Knowledge Extraction. - Henning Müller; Vincent Andrearczyk; Oscar Alfonso Jiménez del Toro; Anjani Dhrangadhariya; Roger Schaer; Manfredo Atzori (MMM (2), 2020)

A lung graph model for the radiological assessment of chronic thromboembolic pulmonary hypertension in CT. - Oscar Alfonso Jiménez del Toro; Yashin Dicente Cid; Alexandra Platon; Anne-Lise Hachulla; Frédéric Lador; Pierre-Alexandre Poletti; Henning Müller (Comput. Biol. Medicine, 2020)

Cohort and Trajectory Analysis in Multi-Agent Support Systems for Cancer Survivors. - Gaetano Manzo; Davide Calvaresi; Oscar Alfonso Jiménez del Toro; Jean-Paul Calbimonte; Michael Schumacher 001 (J. Medical Syst., 2021)

Fully Automatic Grading of Retinal Vasculitis on Fluorescein Angiography Time-lapse from Real-world Data in Clinical Settings. - Victor Amiot; Oscar Alfonso Jiménez del Toro; Pauline Eyraud; Yan Guex-Crosier; Ciara Bergin; André Anjos; Florence Hoogewoud; Mattia Tomasoni (CBMS, 2023)

Breast cancer survival analysis agents for clinical decision support. - Gaetano Manzo; Yvan Pannatier; Patrick Duflot; Philippe Kolh; Marcela Chávez; Valérie Bleret; Davide Calvaresi; Oscar Alfonso Jiménez del Toro; Michael Schumacher 001; Jean-Paul Calbimonte (Comput. Methods Programs Biomed., 2023)

Comparing Stability and Discriminatory Power of Hand-Crafted Versus Deep Radiomics: A 3D-Printed Anthropomorphic Phantom Study. - Oscar Alfonso Jiménez del Toro; Christoph Aberle; Roger Schaer; Michael Bach; Kyriakos Flouris; Ender Konukoglu; Bram Stieltjes; Markus M. Obmann; André Anjos; Henning Müller; Adrien Depeursinge (EUVIP, 2024)

Automatic transformer-based grading of multiple retinal inflammatory signs in uveitis on fluorescein angiography. - Victor Amiot; Oscar Alfonso Jiménez del Toro; Yan Guex-Crosier; Muriel Ott; Teodora-Elena Bogaciu; Shalini Banerjee; Jeremy Howell; Christoph Amstutz; Christophe Chiquet; Ciara Bergin; Ilenia Meloni; Mattia Tomasoni; et al. (Comput. Biol. Medicine, 2025)

A Multi-Objective Evaluation Framework for Analyzing Utility-Fairness Trade-Offs in Machine Learning Systems. - Gökhan Özbulak; Oscar Alfonso Jiménez del Toro; Maíra Fatoretto; Lilian Berton; André Anjos (CoRR, 2025)

A Multi-Centric Anthropomorphic 3D CT Phantom-Based Benchmark Dataset for Harmonization. - Mohammadreza Amirian; Michael Bach; Oscar Alfonso Jiménez del Toro; Christoph Aberle; Roger Schaer; Vincent Andrearczyk; Jean-Félix Maestrati; María Martin Asiain; Kyriakos Flouris; Markus M. Obmann; Clarisse Dromain; Benoît Dufour; et al. (CoRR, 2025)