Personal website

Dr. Yago Diez Donoso
Assistant Professor at Tohoku University.
Tokuyama Laboratory. Sendai. Japan

Journals: 8, Abstracts in medical journals: 5, Conferences: 24
T. Pribanic, Y. Diez, F. Roure, J. Salvi "An efficient surface registration using smartphone". Machine Vision and Applications, to appear. [JCR IF 1.351, Q2)]
S. Valverde, A. Oliver, Y. Díez, M. Cabezas, J.C. Vilanova, Ll. Ramió- Torrentà, À. Rovira, and X. Lladó. "Evaluating the effects of white matter multiple sclerosis lesions on the volume estimation of six brain tissue segmentation methods". American Journal of Neuroradiology, to appear. [JCR RNMMI IF 3.675, Q1(18/122)] ( pdf )
Y. Díez, F. Roure, X. Lladó, J. Salvi. "A Qualitative Review on 3D Coarse Registration Methods". ACM Computing Surveys, to appear. [JCR CSTM IF 4.04, Q1(3/102)]  ( Researchgate link )
O. Ganiler, A. Oliver, Y. Díez, J. Freixenet, J.C. Vilanova, B.Beltrán, Ll. Ramió-Torrentà, A. Rovira, and X. Lladó. "A subtraction pipeline for automatic detection of new appearing multiple sclerosis lesions in longitudinal studies". Neuroradiology, 56(5), pp. 363-374. 2014. [JCR RNMMI IF 2.374, Q2(38/121)]  ( Springer link )
Y. Diez, A. Oliver, M. Cabezas, S. Valverde, R. Martí, J.C. Vilanova, Ll. Ramió-Torrentà, A. Rovira, and X. Lladó. "Intensity based methods for brain MRI longitudinal registration. A study on multiple sclerosis patients". Neuroinformatics, 2014 Jul;12(3):365-79. [JCR CSTM IF 3.102, Q1(12/102)]  ( Springer link )
Y. Diez, J. Marti, J. Salvi. "Hierarchical Normal Space Sampling To Speed Up Point Cloud Coarse Matching". Pattern Recognition Letters 33(16) pp. 2127-2133, 2012. [JCR CSAI, IF 1.266 , Q2 (56/112)].  ( pdf )
Y. Díez, A. Oliver, X. Lladó J. Martí, J. Freixenet, J.C. Vilanova, R. Martí. "Revisiting intensity based image registration appplied to mammography". IEEE Trans. on Information Technology in BioMedicine, 15(5), pp 716-725, 2011. [JCR CSIA IF: 1.676 Q1(27/133)]  ( pdf )
Y. Diez, J.A. Sellarès, "Noisy Point Set Matching". Discrete Applied Mathematics, Vol. 159, Issue 6, pp 433-449, 2011. [JCR MA, IF 0.795 , Q2 (106/245)]. ( pdf )

Abstracts in medicals journals
S.Valverde, A. Oliver, M. Cabezas, Y. Díez, J. Freixenet, X. Lladó, J.C. Vilanova, A. Rovira and Ll. Ramió-Torrentà. "A quantitative study of the effects of White Matter MS Lesions on tissue segmentation methods". Multiple Sclerosis. 19(S1), pp 407-408. Copenhagen, Denmark. 2-5 October 2013. [JCR CN IF:4.472 Q1(25/191)]  ( pdf )
X. Lladó, M. Cabezas, O. Ganiler, A. Oliver, Y. Díez, J. Freixenet, L. Valls, A. Quiles, G. Laguillo, D. Pareto, J.C. Vilanova, A. Rovira, Ll. Ramió-Torrentà. "SALEM: Herramientas informáticas para la detección de lesiones de esclerosis múltiple en estudios longitudinales mediante imágenes de resonancia magnética del cerebro.". Neurología, pp 195-196, 2012. [JCR CN IF:1.322 Q3(142/191)]  ( pdf )
M. Cabezas, A. Oliver, X. Lladó, Y. Díez, J. Freixenet, J.C. Vilanova, A. Quiles, G. Laguillo, Ll. Ramió-Torrentà, D. Pareto, and A. Rovira. "A supervised approach to segment multiple sclerosis lesions using context-rich features and a boosting classifier". Multiple Sclerosis. 18(S4), pp 157. Lyon, France. October 2012. [JCR CN IF:4.472 Q1(25/191)]  ( pdf )
O. Ganiler, X. Lladó, A. Oliver, Y. Díez, J. Freixenet, J.C. Vilanova, A. Quiles, G. Laguillo, Ll. Ramió-Torrentà, D. Pareto, and A. Rovira. "Detecting evolving white matter MS lesions in serial brain MRI studies: analysis of a subtraction approach". Multiple Sclerosis. 18(S4), pp 385. Lyon, France. October 2012. [JCR CN IF:4.472 Q1(25/191)]  ( pdf )
Y. Díez, X. Lladó, A. Oliver, R. Martí, E. Roura, M. Cabezas, O. Ganiler, J. Freixenet, J.C. Vilanova, L. Valls, Ll. Ramió-Torrentà, D. Pareto, and A. Rovira. "Registration of serial brain MRI scans from multiple sclerosis patients. Analysis of 3D intensity-based methods". Multiple Sclerosis. 18(S4), pp 384-385. Lyon, France. October 2012. [JCR CN IF:4.255 Q1(27/191)]  ( pdf )

Y. Diez, A. Maroto, O. Diaz, A. Gubern-Mérida, R. Martí. "A study of rigid registration methods for ABUS temporal studies ". European Congress of Radiology (ECR), Viena (Austria), March 2-6, 2016.
J. Schwaab, A. Malave, Y. Diez, R. Martí, J. Van Zelst, A. Bensouda, J. Gregori, M. Günther. "Computerized image quality assessment in automated 3D breast ultrasound." European Congress of Radiology (ECR), Viena (Austria), March 2-6, 2016.
O. Diaz, R. Agarwal, A. Gubern-Mérida, J. Van Zelst, Y. Diez, R. Martí. "Automated volumetric lesion quantification in automated 3D breast ultrasound: comparison of 5 breast lesion segmentation algorithms." European Congress of Radiology (ECR), Viena (Austria), March 2-6, 2016.
E.García, A.Oliver, Y.Diez, O.Diaz, J.Georgii, A.Gubern-Mérida, R.Martí, and J.Martí. "Comparing regional breast density using full-field digital mammograms and magnetic resonance imaging: a preliminary study.". MICCAI Workshop on Breast Image Analysis, pp 33-40. Munich, Germany. October 2015.
L. Wang, A. Gubern-Mérida, O. Diaz, Y. Diez, R. Mann, S. Diekmann, F. Zöhrer, H. Laue and J. Schwaab. "Automated assessment of motion in breast MRI to assess study quality and prevent unnecessary call-backs". European Congress of Radiology (ECR), Viena (Austria), March 4-8, 2015.
M. Habib Mahmood, L. Zappella, Y. Diez, J. Salvi and X. Lladó. "A new trajectory based motion segmentation benchmark dataset (UdG-MS15). 7th Iberian Conference on Pattern Recognition and Image Analysis".  IbPRIA 2015, Santiago de Compostela (Spain), June 17-19, 2015.
F. Roure, Y. Diez, X. Lladó, J. Forest, T. Pribanic, J. Forest and J. Salvi. "A Study on the Robustness of Shape Descriptors to Common Scanning Artifacts".  14th IAPR International Conference on Machine Vision Applications, Tokyo (Japan), May 18-22, 2015.
F. Roure, Y. Díez, X. Lladó, T. Pribanic, J. Forest, J. Salvi. "An Experimental Benchmark for Point Set Coarse Matching". 10th International Conference on Computer Vision Theory and Applications, (VISAPP), Berlin (Germany), March 11-14, 2015.  ( Researchgate link )
L. Wang, J. Strehlow, J. Ruehaak, Y. Diez, S. Diekmann, H. Laue, H. K. Hahn. "A fast alignment method for breast MRI follow-up studies using automated breast segmentation and current-prior registration". Proc. SPIE 9413, Medical Imaging 2015, Orlando (USA), March 20, 2015.
R. Martí, Y. Diez, A. Oliver, M. Tortajada, R. Zwiggelaar, X. Lladó. "Detecting Abnormal Mammographic Cases in Temporal Studies Using Image Registration Features". Breast Imaging, IWDM 2014 612-619, Gifu (Japan), June 29 - July 2, 2014.  ( Springer link )  ( Researchgate link)
Y. Diez, A. Gubern-Mérida, L. Wang, S. Diekmann, J. Martí, B. Platel, J. Kramme, R. Martí. "Comparison of Methods for Current-to-Prior Registration of Breast DCE-MRI". Breast Imaging, IWDM 2014 689-695, Gifu (Japan), June 29 - July 2, 2014.
J. Schwaab, Y. Diez, J. Martí, R. Martí, J. van Zelst, B. Platel, T. Tan, J. Gregori, S. Wirtz, J. Kramme, M. Günther. "Image quality in automated breast ultrasound images: a preliminary study for the development of automated image quality assessment". Breast Image Analysis Workshop 2013 at MICCAI 2013, Nagoya (Japan) September, 2013.
Y. Díez, M. Tortajada, S. Ganau, L. Tortajada, M. Sentís, R. Martí. "Demons Methods for Digital Mammography Registration". 6th Iberian Conference on Pattern Recognition and Image Analysis, IBPRIA, pp 253-260, Madeira (Portugal), June 5 - 7, 2013.
M.Tortajada, A.Oliver, Y.Diez, J.C.Vilanova, J.Martí, J.Freixenet, S.Ganau, L.Tortajada, R.Aguilar, M.Vives, J.Fernandez-Bayo, M.Sentís, and R.Martí. "CAD system using case-based information". Annual Meeting of the European Society of Radiology. Vienna (Austria). March 2013.
10.- M.Tortajada, A.Oliver, Y.Diez, R.Martí, J.C.Vilanova, and J.Freixenet. "Integrating Bilateral Information in the Eigendetection CAD Approach". 96th Radiological Society of North America (RSNA) Scientific Assembly and Annual Meeting. Chicago, November 28 - December 3, 2010.
Y.Díez, A.Oliver, X.Lladó, and R.Martí. "Comparison of registration methods using mammographic images". IEEE International Conference on Image Processing (ICIP), pp 4421-4424. Hong Kong. September 2010.  ( pdf )
M.Tortajada, A.Oliver, Y.Díez, R.Martí, J.C.Vilanova, and J.Freixenet. "Improving a CAD system using bilateral information". IEEE Conference of the Engineering in Medicine and Biology Society, pp 5054-5057. Buenos Aires, Argentina. September 2010.
Y. Díez, M. Fort and J.A. Sellarès. "Solving Reverse k-Nearest Queries on Road Networks with the GPU". XIII Encuentros de Geometría Computacional (EGC) pp 117-124, Zaragoza (Spain), June 29 - July 1, 2009.
Y. Diez, J.A. Sellarès, "Noisy Bottleneck Colored Point Set Matching in 3D", 24th European Workshop on Computational Geometry, (EuroCG), pp 237-240, Nancy (France), March 18-20, 2008.  ( pdf )
Y. Diez, J.A. Sellarès, Mario A.López, "Noisy Road Network Matching". GIScience08 LNCS 5266 38-54, Park City Utah (USA), 2008. ( pdf )
Y. Diez, J.A. Sellarès, "Colored Point Set Matching Under Noise in 3D", XII Encuentros de Geometria Computacional (EGC), pp: 67-74, Valladolid (Spain), June 25-27, 2007.
Y. Diez, J.A. Sellarès. "Efficient Colored Point Set Matching Under Noise". ICCSA 2007, LCNS 4705, 26-40, , Kuala Lumpur (Malaysia), 2007. ( pdf )
Y. Diez, J.A. Sellarès, "Noisy disk set matching under rigid motion", 22nd European Workshop on Computational Geometry, (EuroCG), Delphi (Greece), March 27-29, 2006.
Y. Diez, J.A. Sellarès, "Approximate disk matching under rigid motion". XI Encuentros de Geometria Computacional (EGC), 279-286, Santander (Spain), 2005.