Oliver Díaz

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 38

Top Topics

Preliminary Analysis

Digital Mammograms

Top Venues

Digital Mammography / IWDM

Medical Image Anal.

Publications

Marta Buetas Arcas, Richard Osuala, Karim Lekadir, Oliver Díaz
Mitigating annotation shift in cancer classification using single image generative models. CoRR (2024)
Richard Osuala, Daniel Lang, Preeti Verma, Smriti Joshi, Apostolia Tsirikoglou, Grzegorz Skorupko, Kaisar Kushibar, Lidia Garrucho, Walter H. L. Pinaya, Oliver Díaz, Julia A. Schnabel, Karim Lekadir
Towards Learning Contrast Kinetics with Multi-Condition Latent Diffusion Models. CoRR (2024)
Richard Osuala, Daniel M. Lang, Anneliese Riess, Georgios Kaissis, Zuzanna Szafranowska, Grzegorz Skorupko, Oliver Díaz, Julia A. Schnabel, Karim Lekadir
Enhancing the Utility of Privacy-Preserving Cancer Classification using Synthetic Data. CoRR (2024)
Lidia Garrucho, Claire-Anne Reidel, Kaisar Kushibar, Smriti Joshi, Richard Osuala, Apostolia Tsirikoglou, Maciej Bobowicz, Javier del Riego, Alessandro Catanese, Katarzyna Gwozdziewicz, Maria-Laura Cosaka, Pasant M. Abo-Elhoda, Sara W. Tantawy, Shorouq S. Sakrana, Norhan O. Shawky-Abdelfatah, Amr Muhammad Abdo-Salem, Androniki Kozana, Eugen Divjak, Gordana Ivanac, Katerina Nikiforaki, Michail E. Klontzas, Rosa García-Dosdá, Meltem Gulsun-Akpinar, Oguz Lafci, Ritse Mann, Carlos Martín-Isla, Fred W. Prior, Kostas Marias, Martijn P. A. Starmans, Fredrik Strand, Oliver Díaz, Laura Igual, Karim Lekadir
MAMA-MIA: A Large-Scale Multi-Center Breast Cancer DCE-MRI Benchmark Dataset with Expert Segmentations. CoRR (2024)
Katerina Nikiforaki, Ioannis Karatzanis, Aikaterini Dovrou, Maciej Bobowicz, Katarzyna Gwozdziewicz, Oliver Díaz, Manolis Tsiknakis, Dimitrios I. Fotiadis, Karim Lekadir, Kostas Marias
Image Quality Assessment Tool for Conventional and Dynamic Magnetic Resonance Imaging Acquisitions. J. Imaging 10 (5) (2024)
Pere Canals, Simone Balocco, Oliver Díaz, Jiahui Li, Álvaro García-Tornel, Alejandro Tomasello, Marta Olivé-Gadea, Marc Ribó
A fully automatic method for vascular tortuosity feature extraction in the supra-aortic region: unraveling possibilities in stroke treatment planning. Comput. Medical Imaging Graph. 104 (2023)
Richard Osuala, Kaisar Kushibar, Lidia Garrucho, Akis Linardos, Zuzanna Szafranowska, Stefan Klein, Ben Glocker, Oliver Díaz, Karim Lekadir
Data synthesis and adversarial networks: A review and meta-analysis in cancer imaging. Medical Image Anal. 84 (2023)
Thorsten Kalb, Kaisar Kushibar, Celia Cintas, Karim Lekadir, Oliver Díaz, Richard Osuala
Revisiting Skin Tone Fairness in Dermatological Lesion Classification. CLIP/FAIMI/EPIMI@MICCAI (2023)
Thorsten Kalb, Kaisar Kushibar, Celia Cintas, Karim Lekadir, Oliver Díaz, Richard Osuala
Revisiting Skin Tone Fairness in Dermatological Lesion Classification. CoRR (2023)
Angélica Atehortúa, Polyxeni Gkontra, Marina Camacho, Oliver Díaz, Maria Bulgheroni, Valentina Simonetti, Marc Chadeau-Hyam, Janine F. Felix, Sylvain Sebert, Karim Lekadir
Cardiometabolic risk estimation using exposome data and machine learning. Int. J. Medical Informatics 179 (2023)
Richard Osuala, Smriti Joshi, Apostolia Tsirikoglou, Lidia Garrucho, Walter H. L. Pinaya, Oliver Díaz, Karim Lekadir
Pre- to Post-Contrast Breast MRI Synthesis for Enhanced Tumour Segmentation. CoRR (2023)
Oliver Díaz, Elisabet Segredo-Morales, Enrique González
Problem-Based Learning. Application to a Laboratory Practice in the Degree of Industrial Chemical Engineering. Int. J. Eng. Pedagog. 13 (6) (2023)
Sjoerd A. M. Tunissen, Andrea Motta, Franziska Mauter, Eloy García, Oliver Díaz, John M. Boone, Ioannis Sechopoulos, Marco Caballo
End-to-end mammographic breast density quantification with deep learning: preliminary study on simulated mammograms. Medical Imaging: Computer-Aided Diagnosis (2023)
Zuzanna Szafranowska, Richard Osuala, Bennet Breier, Kaisar Kushibar, Karim Lekadir, Oliver Díaz
Sharing Generative Models Instead of Private Data: A Simulation Study on Mammography Patch Classification. CoRR (2022)
Richard Osuala, Grzegorz Skorupko, Noussair Lazrak, Lidia Garrucho, Eloy García, Smriti Joshi, Socayna Jouide, Michael Rutherford, Fred Prior, Kaisar Kushibar, Oliver Díaz, Karim Lekadir
medigan: A Python Library of Pretrained Generative Models for Enriched Data Access in Medical Imaging. CoRR (2022)
Lidia Garrucho, Kaisar Kushibar, Socayna Jouide, Oliver Díaz, Laura Igual, Karim Lekadir
Domain generalization in deep learning-based mass detection in mammography: A large-scale multi-center study. CoRR (2022)
Lidia Garrucho, Kaisar Kushibar, Richard Osuala, Oliver Díaz, Alessandro Catanese, Javier del Riego, Maciej Bobowicz, Fredrik Strand, Laura Igual, Karim Lekadir
High-resolution synthesis of high-density breast mammograms: Application to improved fairness in deep learning based mass detection. CoRR (2022)
Lidia Garrucho, Kaisar Kushibar, Socayna Jouide, Oliver Díaz, Laura Igual, Karim Lekadir
Domain generalization in deep learning based mass detection in mammography: A large-scale multi-center study. Artif. Intell. Medicine 132 (2022)
Giuseppe Pezzano, Oliver Díaz, Vicent Ribas Ripoll, Petia Radeva
CoLe-CNN+: Context learning - Convolutional neural network for COVID-19-Ground-Glass-Opacities detection and segmentation. Comput. Biol. Medicine 136 (2021)
Richard Osuala, Kaisar Kushibar, Lidia Garrucho, Akis Linardos, Zuzanna Szafranowska, Stefan Klein, Ben Glocker, Oliver Díaz, Karim Lekadir
A Review of Generative Adversarial Networks in Cancer Imaging: New Applications, New Solutions. CoRR (2021)
Jonas Teuwen, Nikita Moriakov, Christian Fedon, Marco Caballo, Ingrid S. Reiser, Predrag R. Bakic, Eloy García, Oliver Díaz, Koen Michielsen, Ioannis Sechopoulos
Deep learning reconstruction of digital breast tomosynthesis images for accurate breast density and patient-specific radiation dose estimation. Medical Image Anal. 71 (2021)
Jonas Teuwen, Nikita Moriakov, Christian Fedon, Marco Caballo, Ingrid S. Reiser, Predrag R. Bakic, Eloy García, Oliver Díaz, Koen Michielsen, Ioannis Sechopoulos
Deep learning reconstruction of digital breast tomosynthesis images for accurate breast density and patient-specific radiation dose estimation. CoRR (2020)
Richa Agarwal, Oliver Díaz, Moi Hoon Yap, Xavier Lladó, Robert Martí
Deep learning for mass detection in Full Field Digital Mammograms. Comput. Biol. Medicine 121 (2020)
Basel Alyafi, Oliver Díaz, Robert Marti
DCGANs for realistic breast mass augmentation in x-ray mammography. Medical Imaging: Computer-Aided Diagnosis (2020)
Eloy García, Yago Diez, Oliver Díaz, Xavier Lladó, Albert Gubern-Mérida, Robert Martí, Joan Martí, Arnau Oliver
Breast MRI and X-ray mammography registration using gradient values. Medical Image Anal. 54 (2019)
Basel Alyafi, Oliver Díaz, Joan Carles Vilanova, Javier del Riego, Robert Marti
Quality analysis of DCGAN-generated mammography lesions. CoRR (2019)
Basel Alyafi, Oliver Díaz, Robert Martí
DCGANs for Realistic Breast Mass Augmentation in X-ray Mammography. CoRR (2019)
Eloy García, Yago Diez, Oliver Díaz, Xavier Lladó, Albert Gubern-Mérida, Robert Marti, Joan Martí, Arnau Oliver
Multimodal Breast Parenchymal Patterns Correlation Using a Patient-Specific Biomechanical Model. IEEE Trans. Medical Imaging 37 (3) (2018)
Margarita Chevalier, C. Viloria, P. Squair, M. S. Nogueira, Oliver Díaz
Digital breast tomosynthesis: impact of a new beam quality on dose to patients. IWBI (2018)
Richa Agarwal, Oliver Díaz, Xavier Lladó, Robert Martí
Mass detection in mammograms using pre-trained deep learning models. IWBI (2018)
Eloy García, Arnau Oliver, Oliver Díaz, Yago Diez, Albert Gubern-Mérida, Joan Martí, Robert Martí
Changes in breast density over time using automatic density measures: preliminary analysis. IWBI (2018)
Giovanni Trovini, Christian Napoli, Robert Marti, Amaya Martin, Alessandro Bria, Claudio Marrocco, Mario Molinara, Francesco Tortorella, Oliver Díaz
A deep learning framework for micro-calcification detection in 2D mammography and C-view. IWBI (2018)
Albert Malet, Diego García Pinto, Josep Fernández, Robert Martí, Oliver Díaz
Breast tomosynthesis reconstruction using TIGRE software tool. IWBI (2018)
Eloy García, Arnau Oliver, Yago Diez, Oliver Díaz, Xavier Lladó, Robert Marti, Joan Martí
Similarity Metrics for Intensity-Based Registration Using Breast Density Maps. IbPRIA (2017)
Eloy García, Arnau Oliver, Oliver Díaz, Yago Diez, Albert Gubern-Mérida, Robert Marti, Joan Martí
Mapping 3D breast lesions from full-field digital mammograms using subject-specific finite element models. Medical Imaging: Image-Guided Procedures (2017)
Eloy García, Arnau Oliver, Yago Diez, Oliver Díaz, Albert Gubern-Mérida, Xavier Lladó, Joan Martí
Comparison of Four Breast Tissue Segmentation Algorithms for Multi-modal MRI to X-ray Mammography Registration. Digital Mammography / IWDM (2016)
Elena Marimon, Hammadi Nait-Charif, Asmar Khan, Philip A. Marsden, Oliver Díaz
Detailed Analysis of Scatter Contribution from Different Simulated Geometries of X-ray Detectors. Digital Mammography / IWDM (2016)
Oliver Díaz, Arnau Oliver, Sergi Ganau, Eloy García, Joan Martí, Melcior Sentís, Robert Marti
Feasibility of Depth Sensors to Study Breast Deformation During Mammography Procedures. Digital Mammography / IWDM (2016)
Premkumar Elangovan, Alistair Mackenzie, Oliver Díaz, Alaleh Rashidnasab, David R. Dance, Kenneth C. Young, Lucy M. Warren, Eman Shaheen, Hilde Bosmans, Predrag R. Bakic, Kevin Wells
A Modelling Framework for Evaluation of 2D-Mammography and Breast Tomosynthesis Systems. Digital Mammography / IWDM (2012)
Ramona Bouwman, Oliver Díaz, Kenneth C. Young, Ruben E. van Engen, Wouter J. H. Veldkamp, David R. Dance
Phantoms for Quality Control Procedures of Digital Breast Tomosynthesis. Digital Mammography / IWDM (2012)
Alistair Mackenzie, David R. Dance, Oliver Díaz, Annabel Barnard, Kenneth C. Young
Converting One Set of Mammograms to Simulate a Range of Detector Imaging Characteristics for Observer Studies. Digital Mammography / IWDM (2012)
Oliver Díaz, Mary Yip, Jorge Cabello, David R. Dance, Kenneth C. Young, Kevin Wells
Monte Carlo Simulation of Scatter Field for Calculation of Contrast of Discs in Synthetic CDMAM Images. Digital Mammography / IWDM (2010)