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Dr.  Oliver i Malagelada, Arnau

Plana personal

Oliver i Malagelada, Arnau
Categoria
PROFESSOR AGREGAT
Departament
ARQUITECTURA I TECNOLOGIA DE COMPUTADORS
Àrea de coneixement
ARQUITECTURA I TECNOLOGIA DE COMPUTADORS
Institut
INSTITUT DE RECERCA EN VISIÓ PER COMPUTADOR I ROBÒTICA (VICOROB)
Grup de recerca
Grup de Recerca en Visió per computador i robòtica (VICOROB)
ORCID PRC:
0000-0002-0115-0647

Abstracts

  • Valverde, S.; Oliver, A.; Pareto, D.; Vilanova, J.C.; Rovira, A.; Ramió-Torrentà, Ll.; Lladó, X.   "SLF: a MS white matter lesion filling toolbox for the SPM software."  Multiple Sclerosis Journal  20 (2014):  296-.
  • Cabezas, M.; Oliver, A.; Lladó, X.; Díez, Y.; Freixenet, J.; Vilanova, J.C.; Quiles, A.; Laguillo, G.; Ramió-Torrentà, Ll.; Pareto, D.; Rovira, A.   "A supervised approach to segment multiple sclerosis lesions using context-rich features and a boosting classifier ."  Multiple Sclerosis Journal   (2012):  -.
  • Lladó, X.; Cabezas, M.; Ganiler, O.; Oliver, A.; Diez, Y.; Freixenet, J.; Valls, L.; Quiles, A.; Laguillo, G.; Pareto, D.; Vilanova, J.C.; Rovira, A.; Ramió-Torrentà, Ll.  "SALEM: Herramientas informáticas para la detección de lesiones de esclerosis múltiple en estudios longitudinales mediante imágenes de resonancia magnética del cerebro."  Neurología   (2012):  -.

Articles Científics

  • Llucia Coll; Deborah Pareto; Pere Carbonell-Mirabent; Álvaro Cobo-Calvo; Georgina Arrambide; Ángela Vidal-Jordana; Manuel Comabella; Joaquín Castilló; Breogán Rodríguez-Acevedo; Ana Zabalza; Ingrid Galán; Luciana Midaglia; Ca  "Deciphering multiple sclerosis disability with deep learning attention maps on clinical MRI."  NeuroImage: Clinical  38 (2023):  -.
  • Clèrigues A., Valverde S.; Salvi J.; Oliver A.; Lladó X.;  "Minimizing the effect of white matter lesions on deep learning based tissue segmentation for brain volumetry."  Computerized Medical Imaging and Graphics  103 (2023):  -.
  • M. Salem; M. A. Ryan; A. Oliver; K. F. Hussain;X. Lladó  "Improving the detection of new lesions in multiple sclerosis with a cascaded 3D fully convolutional neural network approach."  Frontiers In Neuroscience   (2022):  -.
  • Habib M.; Diez Y. ; Oliver A. ; Salvi J. ; Lladó X.  "Motion-region annotation for complex videos via label propagation across occluders."  Machine Vision and Applications  34 (2022):  -.
  • L. València; A. Clèrigues; S. Valverde; A. Oliver; À. Rovira; X. Lladó  "Evaluating the use of synthetic T1-w images in new T2 lesion detection in multiple sclerosis."  Frontiers In Neuroscience   (2022):  -.
  • R. Mehta; A. Filos; U. Baid; C. Sako; R.McKinley; M.Rebsamen; K. Datwyler; R.Meier; P. Radojewski; G.Krishnan Murugesan; S.Nalawade; C. Ganesh; B. Wagner; Fang F. Yu; B.Fei; Ananth J. Madhuranthakam; Joseph A. Maldjian; L. Da  "QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results."  Journal of Machine Learning Research  26 (2022):  1-5.
  • Mata, C.; Walker, P.; Oliver, A.; Martí, J.; Lalande, A.  "Usefulness of Collaborative Work in the Evaluation of Prostate Cancer from MRI."  Clinics and Practice  12 (2022):  350-362.
  • Rovira A.;Francisco Corral J.;Auger C.;Valverde S.;Vidal-Jordana A.;Oliver A.;de Barros A.;Karelys Ng Wong Y.;Tintoré M.;Pareto D.;Xavier F. Aymerich;Montalban X.;Lladó X.;Alonso J.  "Assessment of automatic decision-support systems for detecting active T2 lesions in multiple sclerosis patients."  Multiple Sclerosis Journal  28 (2021):  1209-1218.
  • Valverde S, Coll L, Valencia L, Clèrigues A, Oliver A, Vilanova JC, Ramió-Torrentà LL, Rovira A, Lladó X  "Assessing the Accuracy and Reproducibility of PARIETAL: A Deep Learning Brain Extraction Algorithm."  Journal of Magnetic Resonance Imaging   (2021):  -.
  • Abramova, V.; Clèrigues, A.; Quiles, A.; Garcia Figueredo, D.; Silva, Y.; Pedraza, S.; Oliver, A.; Lladó, X.  "Hemorrhagic stroke lesion segmentation using a 3D U-Net with squeeze-and-excitation blocks."  Computerized Medical Imaging and Graphics  90 (2021):  101908-.
  • Kushibar, K.; Salem, M.; Valverde, S.; Rovira, A.; Salvi, J.; Oliver, A; Lladó, X.  "Transductive transfer learning for domain adaptation in brain magnetic resonance image segmentation."  Frontiers In Neuroscience  15 (2021):  -.
  • Carvajal-Camelo, E.E.; Bernal, J.; Oliver, A.; Lladó, X.; Trujillo, M.  "Evaluating the effect of intensity standardisation on longitudinal whole brain atrophy quantification ion brain magnetic resonance images."  Applied Sciences  11 (2021):  art 1773-.
  • Bernal, J.; Valverde, S.; Kushibar, K.; Cabezas, M.; Oliver, A.; Lladó, X.; the Alzheimer's Disease Neuroimaging Initiative  "Generating longitudinal atrophy evaluation datasets on brain magnetic resonance images."  Neuroinformatics   (2021):  477-492.
  • Clèrigues, A.; Valvedre, S.; Bernal, J.; Freixenet, J.; Oliver, A.; Lladó, X.  "Acute and sub-acute stroke lesion segmentation from multimodal MRI."  Computer Methods and Programs in Biomedicine  194 (2020):  -.
  • González-Villà, S.; Oliver, A.; Huo, Y.; Lladó, X.; Landman. B.A.  "A fully automated pipeline for brain structure segmentation in multiple sclerosis."  NeuroImage: Clinical  27 (2020):  -.
  • Salem, M.; Valvedre, S.; Cabezas, M.; Pareto, D.; Oliver, A.; Salvi, J.; Rovira, À.; Lladó, X  "A fully convolutional neural network for new T2-w lesion detection in multiple sclerosis."  NeuroImage: Clinical  25 (2020):  -.
  • Rakić, M.; Cabezas, M.; Kushibar, K.; Oliver, A.; Lladó, X  "Improving the detection of autism spectrum disorder by combining structural and functional MRI information."  NeuroImage: Clinical  25 (2020):  102181-.
  • Clèrigues, A.; Valverde, S.; Bernal, J.; Freixenet, J.; Oliver, A.; Lladó, X  "Acute ischemic stroke lesion core segmentation in CT perfusion images using fully convolutional neural networks."  Computers in Biology and Medicine  115 (2019):  103487-.
  • Bernal, J.; Kushibar, K.; Cabezas, M.; Valverde, S.; Oliver, A.; Lladó, X.  "Quantitative Analysis of Patch-Based Fully Convolutional Neural Networks for Tissue Segmentation on Brain Magnetic Resonance Imaging."  Ieee Access  7 (2019):  89986-90002.
  • García, E.;Diez, Y.;Lladó, X.;Gubern-Merida, A.;Martí, R.;Martí, J.;Oliver, A.  "Breast MRI and X-ray mammography registration using gradient values."  Medical Image Analysis  54 (2019):  76-87.
  • Kushibar, K.;Valverde, S.;González-Villà, S.; Bernal. J.;Cabezas, M.;Oliver, A.;Lladó, X.  "Supervised domain adaptation for automatic sub-cortical brain structure segmentation with minimal user interaction."  Scientific Reports  9 (2019):  -.
  • Bernal, J.; Kushibar, K.; Sileshi D.; Valverde, S.; Oliver, A.; Marti, R.; Lladó, X.  "Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review."  Artificial Intelligence in Medicine  95 (2019):  64-81.
  • Salem, M.;Valverde, S.;Cabezas, M.;Pareto, D.;Oliver, A.;Salvi, J.;Rovira, À.;Lladó, X.  "Multiple Sclerosis lesion synthesis in MRI using an encoder-decoder U-NET."  Ieee Access  7 (2019):  25171 -25184.
  • González-Villà, S.;Oliver, A.;Huo, Y.;Lladó, X.; Landman, B.A.  "Brain structure segmentation in the presence of multiple sclerosis lesions."  NeuroImage: Clinical  22 (2019):  101709-.
  • Valverde, S.;Salem, M;Cabezas, M;Pareto, D;Vilanova, JC;Ramió-Torrentà, L;Rovira, A;Salvi, J.;Oliver, A; Lladó, X.  "One-shot domain adaptation in multiple sclerosis lesion segmentation using convolutional neural networks."  NeuroImage: Clinical  21 (2019):  101638-.
  • Kushibar, K.; Valverde, S.; González-Villà, S.; Bernal, J.;Cabezas, M.; Oliver, A,; Lladó, X.  "Automated sub-cortical brain structure segmentation combining spatial and deep convolutional features."  Medical Image Analysis  48 (2018):  177-186.
  • Garcia, E; Diez, Y; Diaz O; Llado, X; Gubern-Merida, A; Marti, R; Marti, J; Oliver, A.  "Multimodal breast parenchymal patterns correlation using a patient-specific biomechanical model."  IEEE Transactions on Medical Imaging  37 (2018):  712-723.
  • Garcia, E.; Diez, Y.;Diaz, O.;Lladó, X.;Marti, R.;Marti, J.;Oliver, A.  "A step-by-step review on patient-specific biomechanical finite element models for breast MRI to X-ray mammography registration."  Medical Physics  45 (2018):  e6-e31.
  • Salem, M; Cabezas, M.; Valverde, S.;Pareto, D.;Oliver, A.;Salvi, J.; Rovira, À.;Lladó, X.  "A supervised framework with intensity subtraction and deformation field features for the detection of new T2-w lesions in multiple sclerosis."  NeuroImage: Clinical  17 (2018):  607-615.
  • Garcia, E.; Diaz, O.;Martí, R.; Diez, Y.;Gubern-Mérida, A.;Melcior, S. Martí, J.; Oliver, A.  "Local breast density assessment using reacquired mammographic images."  European Journal of Radiology  93 (2017):  121-127.
  • González-Villà, S.;Valverde, S.;Cabezas, M.;Pareto, D.; Vilanova, J.C.; Ramió-Torrentà, Ll.;Rovira, A.;Oliver, A.; Lladó, X.  "Evaluating the effect of multiple sclerosis lesions on automatic brain structure segmentation."  NeuroImage: Clinical  15 (2017):  228-238.
  • S. Valverde, M. Cabezas, E. Roura, S. González-Villà, D. Pareto, J.C. Vilanova, Ll. Ramió-Torrentà, À. Rovira, A. Oliver, and X. Lladó  "Improving automated multiple sclerosis lesion segmentation with a cascaded 3D convolutional neural network approach."  Neuroimage  155 (2017):  159-168.
  • Mata, C.; Oliver, A.;Lalande, A.;Walker, P.;Martí, J.  "On the Use of XML in Medical Imaging Web-Based Applications."  Irbm  38 (2017):  3-12.
  • Valverde Valverde, Sergi; Oliver i Malagelada, Arnau; Roura Perez, Eloy; González Villà, Sandra; Pareto, Deborah; Vilanova Busquets, Joan Carles; Ramió-Torrentà, Lluís; Rovira, Àlex; Lladó Bardera, Xavier  "Automated tissue segmentation of MR brain images in the presence of white matter lesions."  Medical Image Analysis  35 (2017):  446-457.
  • González Vilà, Sandra; Oliver i Malagelada, Arnau; Valverde Valverde, Sergi; Wang, Liping; Zwiggelaar, Reyer; Lladó Bardera, Xavier  "A review on brain structures segmentation in magnetic resonance imaging."  Artificial Intelligence in Medicine  73 (2016):  45-69.
  • Roura Perez, Eloy; Sarbu, Nicolae; Oliver i Malagelada, Arnau; Valverde Valverde, Sergi; González Villà, Sandra; Cervera, Ricard; Bargalló, Núria; Lladó Bardera, Xavier  "Automated detection of lupus white matter lesions in MRI images."  Frontiers in Neuroinformatics  10 (2016):  1-13.
  • Cabezas, M.; Corral, J.F.; Oliver, A.; Diez, Y.; Tintoré, M.; Auger, C.; Montalban, X-; Lladó, X.; Pareto, D.; Rovira, À.  "Improved automatic detection of new T2 lesions in multiple sclerosis using deformation fields."  American Journal of Neuroradiology  37 (2016):  1816-1823.
  • J.Schwaab, Y.Diez, A.Oliver, R.Martí, J.van Zelst, A.Gubern-Mérida, A.Bensouda Mourri, J.Gregori, M.Günther  "Automated quality assessment in 3D breast ultrasound images."  Journal of Medical Imaging  3 (2016):  027002-.
  • Oliver, A.;Tortajada, M.;Lladó, X.;Freixenet, J.;Ganau, S.;Tortajada, L.;Vilagran, M.;Sentís, M.;Marti, R.   "Breast density analysis using an automatic density segmentation algorithm."  Journal of Digital Imaging  28 (2015):  604-612.
  • Valverde, S.; Oliver, A.; Roura, E.; Pareto, D.; Vilanova, J.C.;Ramió-Torrentà, Ll.;Sastre-Garriga, J.;Montalban, X.;Rovira, À.;Lladó, X.  "Quantifying brain tissue volume in multiple sclerosis with automated lesion segmentation and filling."  NeuroImage: Clinical  9 (2015):  640-647.
  • Mata, C.;Walker, P.;Oliver, A.;Brunotte, F.;Martí, J.;Lalande, A  "ProstateAnalyzer: web-based medical application for the management of prostate cancer using multiparametric MR images.."  Informatics for Health and Social Care  21 (2015):  1-21.
  • Roura E; Oliver A; Cabezas M; Valverde S; Pareto D; Vilanova JC; Ramió-Torrentà L; Rovira À; Lladó X  "A toolbox for multiple sclerosis lesion segmentation. ."  Neuroradiology  57 (2015):  1031-1043.
  • Valverde, S.;Oliver, A.;Díez, Y.;Cabezas, M.;Vilanova, JC.;Ramió-Torrentà, LL.;Rovira, À.;Lladó, X.  "Evaluating the Effects of White Matter Multiple Sclerosis Lesions on the Volume Estimation of six Brain Tissue Segmentation Methods."  American Journal of Neuroradiology  36 (2015):  1109-1115.
  • He, W.; Juette, A.;Denton, E.R.E.;Oliver, A.;Martí, R.; Zwiggelaar, R.   "A Review on Automatic Mammographic Density and Parenchymal Segmentation."  International Journal of Breast Cancer  2015 (2015):  artID 276217-.
  • Chen, Z.;Strange, H.;Denton, E.;Oliver, A.;Boggis, C.;Zwiggelaar, R.  "Topological modelling and classification of mammographic microcalcification clusters."  IEEE Transactions on Biomedical Engineering  62 (2015):  1203-1214.
  • Valverde, S.;Oliver, A.;Cabezas, M.;Roura, E.;Lladó, X.  "Comparison of ten brain tissue segmentation methods using revisited IBSR annotations.."  Journal of Magnetic Resonance Imaging  41 (2015):  93-101.
  • Cabezas, M.;Oliver, A.;Valverde, S.;Beltran, B.;Freixenet, J.;Vilanova, J.C.;Ramió-Torrentà, Ll.;Rovira, À.;Lladó, X.   "BOOST: A supervised approach for multiple sclerosis lesion segmentation."  Journal of Neuroscience Methods  237 (2014):  108-117.
  • Valverde, S.; Oliver, A.; Lladó, X.   "A white matter lesion-filling approach to improve brain tissue volume measurements."  Neuroimage  6 (2014):  86-92.
  • Cabezas, M; Oliver, A.; Roura, E.; Freixenet, J.; Vilanova, J.C.; Ramió-Torrentà, Ll.; Rovira, A.; Lladó, X.  "Automatic multiple sclerosis lesion detection in brain MRI by FLAIR thresholding."  Computer Methods and Programs in Biomedicine  155 (2014):  147-161.
  • Tortajada, M.;Oliver, A.;Martí, R.;Ganau, S.;Tortajada, L.;Sentís, M.;Freixenet, J.;Zwiggelaar, R.  "Breast peripheral area correction in digital mammograms."  Computers in Biology and Medicine  50 (2014):  32-40.
  • Diez, Y.;Oliver, A.;Cabezas, M.;Valverde, S.;Martí, R.;Vilanova, J.C.;Ramió-Torrentà, LL.;Rovira, A.;Lladó, X.   "Intensity Based Methods for Brain MRI Longitudinal Registration. A Study on Multiple Sclerosis Patients."  Neuroinformatics  12 (2014):  365-379.
  • Diez, Y.;Oliver, A.;Cabezas, M.;Valverde, S.;Martí, R.;Vilanova, J.C.;Ramió-Torrentà, LL.;Rovira, A.;Lladó, X.   "Intensity Based Methods for Brain MRI Longitudinal Registration. A Study on Multiple Sclerosis Patients."  Neuroinformatics  12 (2014):  365-379.
  • Ganiler, O.; Oliver, A.; Diez, Y.; Freixenet, J.; Vilanova, J.C.; Beltran, B.; Ramió-Torrentà, Ll.; Rovira, A.; Lladó, X.   "A subtraction pipeline for automatic detection of new appearing multiple sclerosis lesions in longitudinal studies."  Neuroradiology  56 (2014):  363-374.
  • Eloy Roura; Arnau Oliver; Mariano Cabezas; Joan C. Vilanova; Àlex Rovira; Lluís Ramió-Torrentà; Xavier Lladó  "MARGA: Multispectral Adaptive Region Growing Algorithm for brain extraction on axial MRI."  Computer Methods and Programs in Biomedicine  113 (2014):  655-673.
  • Ghose, S.;Oliver, A.;Mitra, J.;Martí, R.;Lladó, X.;Freixenet, J.;Sidibe, D.;Vilanova, J.C.;Comet, J.;Meriaudeau, F.  "A supervised learning framework of statistical shape and probability priors for automatic prostate segmentation in ultrasound images."  Medical Image Analysis  17 (2013):  587-600.
  • Ghose, S.; Oliver, A.; Martí, R.; Lladó, X.; Vilanova, J.C.; Freixenet, J.; Mitra, J.; Sidibé, D.; Meriaudeau, F.  "A survey of prostate segmentation methodologies in ultrasound, magnetic resonance, and computed tomography images."  Computer Methods and Programs in Biomedicine  108 (2012):  262-287.
  • Mitra, J.; Kato, Z.; Martí, R.; Oliver, A.; Lladó, X.; Sidibe, D.; Ghose, S.; Vilanova, J.C.; Comet, J.; Meriaudeau, F.  "A spline-based non-linear diffeomorphism for prostate multimodal registration ."  Medical Image Analysis  16 (2012):  1259-1279.
  • Lladó, X.; Ganiler, O.; Oliver, A.; Martí, R.; Freixenet, J.; Valls, L.; Vilanova, J.C.; Ramió-Torrentà, Ll.; Rovira, A.  "Automated detection of muliple sclarosis lesions in serial brain MRI."  Neuroradiology  54 (2012):  787-807.
  • Lladó, X.; Oliver, A.; Cabezas, M.; Freixenet, J.; Vilanova, J.C.; Quiles, A.; Valls, L.; Ramió-Torrentà, Ll.; Rovira, A.  "Segmentation of multiple sclerosis lesions in brain MRI (magnetic resonance imaging): a review of automated approaches."  Information Sciences  186 (2012):  164-185.
  • Oliver, A.; Torrent, A.; Lladó, X.; Tortajada, M.; Tortajada, L.; Sentís, M.; Freixenet, J.; Zwiggelaar, R.   "Automatic microcalcification and cluster detection in digital and digitised mammograms (KBS 2012)."  Knowledge-Based Systems   (2012):  -.
  • Cabezas, M.; Oliver, A.; Lladó, X.; Freixenet, J.; Bach-Cuadra, M.  "A review of atlas-based segmentation for magnetic resonance brain images."  Computer Methods and Programs in Biomedicine  104 (2011):  e158-e177.
  • Díez, Y.; Oliver, A.; Lladó, X.; Martí, J.; Freixenet, J.; Vilanova, J.C.; Martí, R.  "Revisiting intesity based image registration applied to mammography."  IEEE Transactions on Information Technology in Biomedicine  15 (2011):  716-725.
  • Jhimli Mitra; Robert Martí; Arnau Oliver; Xavier Lladó; Soumya Ghose; Joan Carles Vilanova; Fabrice Meriaudeau  "Prostate multimodality image registration based on b-splines and quadrature local energy."  International Journal of Computer Assisted Radiology and Surgery  7 (2011):  445-454.
  • Jhimli Mitra; Robert Martí; Arnau Oliver; Xavier Lladó; Soumya Ghose; Joan Carles Vilanova; Fabrice Meriaudeau  "Prostate multimodality image registration based on b-splines and quadrature local energy."  International Journal of Computer Assisted Radiology and Surgery  7 (2011):  445-454.
  • Ghose, S.; Oliver, A.; Martí, R.; Lladó, X.; Freixenet, J.; Mitra, J.; Vilanova, J.C.; Comet, J.; Meriaudeau  "Statistical shape and texture model of quadrature phase information for prostate segmentation ."  International Journal of Computer Assisted Radiology and Surgery  7 (2011):  43-55.
  • Ghose, S.; Oliver, A.; Martí, R.; Lladó, X.; Freixenet, J.; Mitra, J.; Vilanova, J.C.; Comet, J.; Meriaudeau  "Statistical shape and texture model of quadrature phase information for prostate segmentation ."  International Journal of Computer Assisted Radiology and Surgery  7 (2011):  43-55.
  • Ghose, S.; Oliver, A.; Martí, R.; Lladó, X.; Freixenet, J.; Mitra, J.; Vilanova, J.C.; Comet, J.; Meriaudeau  "Statistical shape and texture model of quadrature phase information for prostate segmentation ."  International Journal of Computer Assisted Radiology and Surgery  7 (2011):  43-55.
  • Llado, X.; Del Bue, A.; Oliver, A.; Salvi, J.; Agapito, L.  "Reconstruction of non-rigid 3D shapes from stereo-motion."  Pattern Recognition Letters  32 (2011):  1020-1028.
  • Oliver,A.; Freixenet,J.; Martí,J.; Pérez,E.; Pont,J.; Denton,E.R.E.; Zwiggelaar,R.  "A review of automatic mass detection and segmentation in mammographic images."  Medical Image Analysis  14 (2010):  87-110.
  • Oliver, A.; Lladó, X.; Freixenet, J.; Martí, R.; Perez, E.; Pont, J.; Zwiggelaar, R.  "Influence of using manual or automatic breast density information in a mass detection cad system."  Academic Radiology  17 (2010):  877-883.
  • Tortajada, M.; Oliver, A.; Díez, Y.; Martí, R.; Vilanova, J.C.; Freixenet, J.;   "Improving a CAD system using bilateral information.."  IEEE Engineering in Medicine and Biology Magazine  2010 (2010):  5054-5057.
  • Lladó,X.; Freixenet,J.; Oliver,A.  "Linking research and teaching through an applied computer vision course."  International Journal of Engineering Education   (2010):  1-10.
  • Oliver, A.; Torrent, A.; Tortajada, M.; LLadó, X.; Peracaula, M.; Tortajada, L.; Sentís, M.; Freixenet, J.  "A Boosting based approach for automatic micro-calcification detection."  Lecture Notes in Computer Science  6136 (2010):  251-258.
  • Oliver, A.; Lladó, X.; Pérez, E.; Pont, J.; Denton, E.R.E.; Freixenet, J.; Marti, J.  "A Statistical approach for breast density segmentation."  Journal of Digital Imaging   (2009):  -.
  • Lladó, X.; Oliver, A.; Freixenet, J.; Marti, R.; Marti, J.  "A textural approach for mass false positive reduction in mammography."  Computerized Medical Imaging and Graphics  33 (2009):  415-422.
  • Freixenet, J.; Oliver, A.; Martí, R.; Lladó, X.; Pont, J.; Pérez, E.; Denton, E.R.E.; Zwiggelaar, R.   "Eigendetection of masses considering false positive reduction and breast density information."  Medical Physics  35 (2008):  1840-1853.
  • Martí, R.; Marti, J.; Freixenet, J.; Vilanova, J.C.; Barceló, J.; Gubern, A.; Oliver, A.; Lladó, X.  "Intensity based MRI/TRUS data fusion for prostatic guided biopsy."  International Journal of Computer Assisted Radiology and Surgery  3 (2008):  S369-S370.
  • Oliver, A.; Freixenet, J.; Martí, R.; Pont, J.; Pérez, E.; Denton, E.R.E.; Zwiggelaar, R.   "A Novel breast tissue density classification methodology."  IEEE Transactions on Information Technology in Biomedicine  12 (2008):  55-65.
  • Freixenet, J.; Oliver, A.; Lladó, X.; Martí, R.; Pont, J.; Pérez, E.; Zwiggelaar, R.  "Comparing the performance of a mass detection CAD system when using manual and automatic breast density information."  International Journal of Computer Assisted Radiology and Surgery  3 (2008):  S420-S421.
  • Torrent, A.; Bardera, A.; Oliver, A.; Freixenet, J.; Boada, I.; Feixas, M.; Martí, R.; Lladó, X.; Pont, J.; Pérez, E.; Pedraza, S.; Marti, J.  "Breast density segmentation: a comparison of clustering and region based techniques."  Lecture Notes in Computer Science  5116/2008 (2008):  009-016.
  • Freixenet, J.; Oliver, A.; Llado, X.; Martí, R.; Marti, J.  "Mass eigendetection and the benefits of introducing breast density information."  International Journal of Computer Assisted Radiology and Surgery  2 (2007):  332-334.
  • Oliver, A.; Llado, X.; Freixenet, J.; Marti, J.  "False positive reduction in mammographic mass detection using local binary patterns."  Lecture Notes in Computer Science  4791 (2007):  286-293.
  • Oliver, A.; Llado, X.; Marti, J.; Martí, R.; Freixenet, J.  "False positive reduction in breast mass detection using two-dimensional PCA."  Lecture Notes in Computer Science  4478 (2007):  154-161.
  • Martí, R.; Oliver, A.; Raba, D.; Freixenet, J.  "Breast skin-line segmentation using contour growing."  Lecture Notes in Computer Science  4478 (2007):  564-571.
  • Muhimmah, I.; Oliver, A.; Denton, E.R.E.; Pont, J.; Pérez, E.; Zwiggelaar, R.  "Comparison between wolfe, boyd, BI-RADS and tabár based mammographic risk assessment."  Lecture Notes in Computer Science  4046 (2006):  407-415.
  • Martí,R.; Raba,D.; Oliver,A.; Zwiggelaar, R.   "Mammographic registration: proposal and evaluation of a new approach ."  Lecture Notes in Computer Science  4046 (2006):  213-220.
  • Oliver, A.; Freixenet, J.; Martí, R.; Zwiggelaar, R.  "A comparison of breast tissue classification techniques."  Lecture Notes in Computer Science  4191 (2006):  872-879.
  • Bosch, A.; Muñoz, X.; Marti, J.; Oliver, A.  "Classifying natural objects on outdoor scenes."  Frontiers in Artificial Intelligence and Applications  131 (2005):  115-122.
  • Oliver, A.; Freixenet, J.; Peracaula, M.; Marti, J.  "Mass segmentation using a pattern matching approach with a mutual information based metric."  Frontiers in Artificial Intelligence and Applications  131 (2005):  123-130.
  • Oliver,A.; Frixenet,J.; Bosch,A.; Raba, D.; Zwiggelaar, R.  "Automatic Classification of Breast Tissue."  Lecture Notes in Computer Science  3523  (2005):  431-438.
  • Raba, D.; Oliver, A.; Martí,J.; Peracaula, M.  "Breast segmentation with pectoral muscle supression on digital mammograms."  Lecture Notes in Computer Science  3523 (2005):  471-478.
  • Marti, J.; Freixenet, J.; Muñoz, X.; Oliver, A.  "Active region segmentation of mammographic masses based on texture, contour and shape features."  Lecture Notes in Computer Science  2652 (2003):  478-485.

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