Journal publications:
Accepted
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E.García, Y.Diez, O.Diaz, X.Lladó, A.Gubern-Mérida, R.Martí, J.Martí, and A.Oliver.
Breast MRI and X-ray mammography registration using gradient values.
Medical Image Analysis, 54, pp 76-87, 2019.
[IF 5.356, Q1(10/128) CSAI]
- R. Agarwal, O.Diaz, X.Lladó, M.H. Yap, R. Martí
Automatic mass detection in mammograms using deep convolutional neural networks.
J. Med. Imag. 6(3) 031409, 2019.
[IF -- ]
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M.H. Yap, M. Goyal, F. Osman, R. Marti, E. Denton, A. Juette, R. Zwiggelaar
Breast ultrasound lesion recognition: end-to-end deep learning approaches.
Journal of Medical Imaging (JMI), 6 (1), 011007, 2018.
[IF --]
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Vidal, J.; Lin, C.-Y.; Lladó, X.; Martí, R.
A Method for 6D Pose Estimation of Free-Form Rigid Objects Using Point Pair Features on Range Data..
Sensors, 18, 2678, 2018.
[IF 2.677, Q1 (10/58)I&I]
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E.García, Y.Diez, O.Diaz, X.Lladó, R.Martí, J.Martí, and A.Oliver.
A step-by-step review on patient-specific biomechanical finite elements models for breast MRI to X-ray mammography registration.
Medical Physics, 45(1), pp e6-e31. 2018.
[IF 2.617, Q2(37/127) RNMMI]
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R. Agarwal, O. Diaz, X. Lladó, A. Gubern-Merida, J. C. Vilanova, and R. Martí. Lesion Segmentation in Automated 3D breast Ultrasound: Volumetric Analysis. Ultrasonic Imaging, 40(2), pp. 97-112, 2018.
[JCR Acoustics IF 1.780, Q2(11/31)]
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E.García, Y.Diez, O.Diaz, X.Lladó, A.Gubern-Mérida, R.Martí, J.Martí, and A.Oliver.
Multimodal breast parenchymal patterns correlation using a patient-specific biomechanical model.
IEEE Trans. on Medical Imaging, 37(3), pp 712-723. 2018.
[IF 3.942, Q1(17/127) RNMMI]
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M.H. Yap, G. Pons, J. Martí, S. Ganau, M. Sentís, R. Zwiggelaar, A.K. Davison and R. Martí
Automated Breast Ultrasound Lesions Detection using Convolutional Neural Networks.
IEEE Journal of Biomedical and Health Informatics, 22(4), pp. 1218-1226.
[IF 3.451, Q1 CSIF]
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E.García, O.Diaz, R.Martí, Y.Diez, A.Gubern-Mérida, M.Sentís, J.Martí, and A.Oliver
Local breast density assessment using reacquired mammographic images.
European Journal of Radiology, to appear.
[IF 2.462, Q2(44/127) RNMMI]
Conferences:
2018
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E. García, A. Oliver, O. Diaz, Y. Díez, A. Gubern-Mérida, J. Martí, R. Martí
Changes in breast density over time using automatic density measures: preliminary analysis.
14th International Workshop on Breast Imaging (IWBI). July 2018, Atlanta, USA
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R. Agarwal, O. Diaz, X. Lladó, R. Marti.
Mass detection in mammograms using pre-trained deep learning models.
14th International Workshop on Breast Imaging (IWBI). July 2018, Atlanta, USA
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A. Malet, D. Garcia-Pinto, J. Fernandez, R. Marti, O. Diaz.
Breast Tomosynthesis reconstruction using software tool TIGRE.
14th International Workshop on Breast Imaging (IWBI). July 2018, Atlanta, USA
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M.H. Yap, M. Goyal, F. Osman, E. Ahmad, R. Martí, E. Denton, A. Juette, R. Zwiggelaar
End-to-end breast ultrasound lesions recognition with a deep learning approach.
Proc. SPIE 10578, Medical Imaging 2018: Biomedical Applications in Molecular, Structural, and Functional Imaging, 1057819
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G. Trovini, C. Napoli, R. Marti, A. Martin, A. Bria, C. Marrocco, M. Molinara, F. Tortorella, O. Diaz. A deep learning framework for micro-calcification detection in 2D mammography and C-view. . 14th International Workshop on Breast Imaging (IWBI). July 2018, Atlanta, USA
2017
- Eloy García, Arnau Oliver, Yago Díez, Oliver Diaz, Xavier Llado, Robert Martí and Joan Marti. Similarity metrics for intensity-based registration using breast density maps. Iberian Conference on Pattern Recognition and Image Analysis, LNCS, Junio, 2017. Presentación oral.
- Agarwal, O.Díaz, Y. Díez A.Gubern-Mérida, J.C. Vilanova, R.Martí. A clinical tool for temporal analysis in 3D automated breast ultrasound. ECR, European Congress of Radiology, Vienna, Austria, 2017. Presentación Oral.
- García, A.Oliver, O.Diaz, Y.Diez, R.Martí, and J.Martí. Mapping 3D breast lesions from full-field digital mammograms using subject-specific finite element models. SPIE Conference on Medical Imaging, 1013504-1013504-8. Orlando, Florida. February 2017. Presentacion oral.
- Diaz, E.García, A.Oliver, J.Martí, and R.Martí. Scattered radiation in DBT geometries with flexible breast compression paddles: a Monte Carlo simulation study. SPIE Conference on Medical Imaging, 101324G-101324G-7. Orlando, Florida. February 2017. Poster.
2016
- García, A.Oliver, Y.Diez, O.Diaz, A.Gubern-Mérida, X.Lladó, and J.Martí. Comparison of four breast tissue segmentation algorithms for multi-modal MRI to X-ray mammography registration. International Workshop on Breast Imaging, LNCS 9699, pp 493-500. Malmö, Sweden. June 2016. Poster.
- Diaz, A.Oliver, S.Ganau, J.Martí, M.Sentís, and R.Martí. Feasibility of depth sensors to study breast deformation during mammography procedures. International Workshop on Breast Imaging, LNCS 9699, pp 446-453. Malmö, Sweden. June 2016. Presentación en póster.
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