Major Publications
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2017
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Roya Merie, Lois Browne, Jaime S. Cardoso, M. J. Cardoso, Yaw Chin, Clark Catherine, Peter Graham, Alison Szwajcer, Eric Hau
A proposal for a gold standard for cosmetic evaluation after breast conserving therapy: results from the St George and Wollongong Breast Boost trial
Journal of Medical Imaging and Radiation Oncology
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Jaime S. Cardoso, Nuno Marques, Neeraj Dhungel, Gustavo Carneiro, Andrew Bradley
Mass Segmentation in Mammograms: a Cross-Sensor comparison of deep and tailored features
IEEE International Conference on Image Processing
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Sílvia Bessa, Hooshiar Zolfagharnasab, Eduardo Pereira, Hélder P. Oliveira
Prediction of Breast Deformities: a Step Forward for Planning Aesthetic Results After Breast Surgery
8th Iberian Conference on Pattern Recognition and Image Analysis
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Hooshiar Zolfagharnasab, João P. Monteiro, João F. Teixeira, Filipa Borlinhas, Hélder P. Oliveira
Multi-modal Complete Breast Segmentation
8th Iberian Conference on Pattern Recognition and Image Analysis
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João F. Teixeira, Hélder P. Oliveira
Spacial Aliasing Artefact Detection on T1-weighted MRI images
8th Iberian Conference on Pattern Recognition and Image Analysis
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Ricardo J. Araújo, Hélder P. Oliveira
Segmentation of the rectus abdominis muscle anterior fascia for the Analysis of Deep Inferior Epigastric Perforators
8th Iberian Conference on Pattern Recognition and Image Analysis
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Sílvia Bessa, Hélder P. Oliveira
Registration of Breast Surface Data Before and After Surgical Intervention
8th Iberian Conference on Pattern Recognition and Image Analysis
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2016
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Maria J. Cardoso, Jaime S. Cardoso, Hélder P. Oliveira, Pedro Gouveia
The Breast Cancer Conservative Treatment. Cosmetic Results - BCCT.core - software for objective assessment of aesthetic outcome in breast cancer conservative treatment: a narrative review
Computer Methods and Programs in Biomedicine
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David Pinto, André T. Magalhães, Pedro Gouveia, Hélder P. Oliveira, Diana Carvalho, António José Moura, J. Bastos Martins, C. Mavioso, J. Anacleto Correia, Maria J. Cardoso
Latissimus dorsi reconstruction with a kyte technique: Patient related outcome on functional morbidity and anterior versus dorsal approach comparison
European Journal of Cancer
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Pedro Gouveia, João P. Monteiro, Hélder P. Oliveira, Maria J. Cardoso, Jaime S. Cardoso
Three-dimensional breast volume assessment
European Journal of Cancer
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Hooshiar Zolfagharnasab, Jaime S. Cardoso, Hélder P. Oliveira
Fitting of Breast Data using Free Form Deformation Technique
13th International Conference on Image Analysis and Recognition
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Bjorn Eiben, Rene Lacher, Vasileios Vavourakis, John H. Hipwell, Danail Stoyanov, Norman R. Williams, Jorg Sabczynski, Thomas Bulow, Dominik Kutra, Kirsten Meetz, Stewart Young, Hans Barschdorf, Hélder P. Oliveira, Jaime S. Cardoso, João P. Monteiro, Hooshiar Zolfagharnasab, Ralph Sinkus, Pedro Gouveia, Gerrit-Jan Liefers, Barbara Molenkamp, Cornelis J.H. van de Velde, David J. Hawkes, Maria João Cardoso and Mohammed Keshtgar
Breast Conserving Surgery Outcome Prediction: A Patient-Specific, Integrated Multi-Modal Imaging and Mechano-Biological Modelling Framework
13th International Workshop on Breast Imaging
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2015
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Rita Moreira, André Magalhães, Hélder P. Oliveira
A Kinect-Based System for Upper-Body Function Assessment in Breast Cancer Patients
Journal of Imaging
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Pedro F. B. Silva, Jaime S. Cardoso
Differential Scorecards for Binary and Ordinal data
Intelligent Data Analysis
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Jaime S. Cardoso, Inês Domingues, Hélder P. Oliveira
Closed Shortest Path in the Original Coordinates with an Application to Breast Cancer
International Journal of Pattern Recognition and Artificial Intelligence
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João Costa, Jaime S. Cardoso
oAdaBoost: An AdaBoost variant for Ordinal Classification
International Conference on Pattern Recognition Applications and Methods
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Rita Moreira, André Magalhães, Hélder P. Oliveira
A Kinect-based System to Assess Lymphedema Impairments in Breast Cancer Patients
Iberian Conference on Pattern Recognition and Image Analysis
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2014
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Ines Domingues, Jaime S. Cardoso
Max Ordinal Learning
IEEE Transactions on Neural Networks and Learning Systems
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Maria J. Cardoso, Hélder P. Oliveira, Jaime S. Cardoso
Assessing Cosmetic Results after Breast Conserving Surgery
Journal of Surgical Oncology
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David Pinto, Pedro Gouveia, André T. Magalhães, J. Bastos Martins, António José Moura, Hélder P. Oliveira, Maria J. Cardoso, C. Mavioso, J. Anacleto Correia
The Kyte Latissimus Dorsi flap in breast reconstruction: a technique modification attempt to reduce axillary bulging
European Journal of Cancer
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Hélder P. Oliveira, Jaime S. Cardoso, Andre Magalhaes, Maria J. Cardoso
A 3D Low-cost Solution for the Aesthetic Evaluation of Breast Cancer Conservative Treatment
Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization
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Pedro Costa, João P. Monteiro, Hooshiar Zolfagharnasab, Hélder P. Oliveira
Tessellation-based Coarse Registration Method for 3D Reconstruction of the Female Torso
IEEE International Conference on Bioinformatics and Biomedicine
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Diogo Pernes, Jaime S. Cardoso, Hélder P. Oliveira
Fitting of Superquadrics for Breast Modelling by Geometric Distance Minimization
IEEE International Conference on Bioinformatics and Biomedicine
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Pedro Costa, Hooshiar Zolfagharnasab, João P. Monteiro, Jaime S. Cardoso, Hélder P. Oliveira
3D Reconstruction of body parts using RGB-D sensors: Challenges from a biomedical perspective
5th International Conference on 3D Body Scanning Technologies
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Jorg Sabczynski, Hans Barschdorf, Thomas Bulow, Maria João Cardoso, Jaime S. Cardoso, Alex Clarke, Bjorn Eiben, Pedro Gouveia, David Hawkes, John Hipwell, Mohammed Keshtgar, Rene Lacher, Dominik Kutra, Gerrit-Jan Liefers, Kirsten Meetz, Barbara Molenkamp, João P. Monteiro, Afshin Mosahebi, Hélder P. Oliveira, Ralph Sinkus, Danail Stoyanov, Vasileios Vavourakis, Cornelis JH van de Velde, Norman Williams, Stewart Young, Hooshiar Zolfagharnasab
PICTURE: Predicting the cosmetic outcome of breast cancer surgery
Virtual Physiological Human Conference
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Silvia Bessa, Ines Domingues, Jaime S. Cardoso, Pedro Passarinho, Pedro Cardoso, Vitor Rodrigues, Fernando Lage
Normal breast identification in screening mammography: a study on 18 000 images
IEEE International Conference on Bioinformatics and Biomedicine
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Ines Domingues, Jaime S. Cardoso
Using Bayesian Surprise to Detect Calcifications in Mammogram Images
32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society
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2013
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Hélder P. Oliveira
An Affordable and Practical 3D Solution for the Aesthetic Evaluation of Breast Cancer Conservative Treatment
PhD Thesis, Universidade do Porto, Faculdade de Engenharia
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Hélder P. Oliveira, Jaime S. Cardoso, Andre Magalhaes, Maria J. Cardoso
Methods for the Aesthetic Evaluation of Breast Cancer Conservation Treatment: A Technological Review
Current Medical Imaging Reviews
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Hélder P. Oliveira, Marco D. Silva, Andre Magalhaes, Maria J. Cardoso, Jaime S. Cardoso
Is Kinect Depth Data Accurate for the Aesthetic Evaluation after Breast Cancer Surgeries?
6th Iberian Conference on Pattern Recognition and Image Analysis
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André T. Magalhães, Hélder P. Oliveira, António J. Moura, Jaime S. Cardoso, Maria J. Cardoso
3D Aesthetic Evaluation After Breast Cancer Surgery Using Kinect
5th International Meeting of Oncoplastic and Reconstructive Breast Surgery
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André T. Magalhães, Hélder P. Oliveira, José M. Braga, Susy Costa, Fernando Osório, Jaime S. Cardoso, José L. Fougo
Therapeutic reduction mammaplasty: does complications affect aesthetic outcome?
5th International Meeting of Oncoplastic and Reconstructive Breast Surgery
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André T. Magalhães, Hélder P. Oliveira, António J. Moura, Jaime S. Cardoso, Maria J. Cardoso
Users' perspective on Breast Cancer Conservative Treatment.cosmetic result (BCCT.core) software
5th International Meeting of Oncoplastic and Reconstructive Breast Surgery
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Mohammed Keshtgar, Norman Williams, Max Bulsara, Christobel Saunders, Henrik Flyger, Jaime S. Cardoso, Tammy Corica, Neils Bentzon, Nikolaos Michalopoulos, David Joseph
Objective Assessment of Cosmetic Outcome after Targeted Intraoperative Radiotherapy in Breast Cancer: results from a randomised controlled trial
Breast Cancer Research and Treatment
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Hooshiar Zolfagharnasab, Jaime S. Cardoso, Hélder P. Oliveira
3D Breast Parametric Model for Surgery Planning - a Technical Review
19th Portuguese Conference on Pattern Recognition
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Inês Domingues, Jaime S. Cardoso
Mass detection on mammogram images: A first assessment of deep learning techniques
19th Portuguese Conference on Pattern Recognition
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2012
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Hélder P. Oliveira, Jaime S. Cardoso, André Magalhães, Maria J. Cardoso
Simultaneous Detection of Prominent Points on Breast Cancer Conservative Treatment Images
19th IEEE International Conference on Image Processing
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Maria J. Cardoso
Is three better than two? The use of 3D scanners in the assessment of aesthetic results in local breast cancer treatment
The Breast
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Inês C. Moreira, Igor Amaral, Inês Domingues, A. Cardoso, Maria J. Cardoso, Jaime S. Cardoso
INbreast: toward a full-field digital mammographic database
Acad Radiology
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Maria J. Cardoso, Jaime S. Cardoso, C. Vrieling, D. Macmillan, D. Rainsbury, J Heil, E Hau, M Keshtgar
Recommendations for the aesthetic evaluation of breast cancer conservative treatment.
Breast Cancer Research Treatment
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J.M. Immink, H. Putter, H. Bartelink, Jaime S. Cardoso, M. J. Cardoso, M. H. van der Hulst-Vijgen, E. M. Noordijk, P. M. Poortmans, C. C. Rodenhuis, H. Struikmans.
Long-term cosmetic changes after breast-conserving treatment of patients with stage I-II breast cancer and included in the EORTC 'boost versus no boost' trial
Annals Oncology
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Inês Domingues, Jaime S. Cardoso, Pedro Cardoso
Identification of benign breasts during mammogram screening
18th Portuguese Conference on Pattern Recognition
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Hélder P. Oliveira, Jaime S. Cardoso
Gradient Flow Based Detection of Prominent Points on BCCT Depth-Map Images
18th Portuguese Conference on Pattern Recognition
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2011
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Andre T. Magalhaes, Helder P. Oliveira, Joao Soares, Antonio Moura, Jaime S. Cardoso, Maria J. Cardoso
3D Model for Aesthetic Objective Evaluation after Breast Cancer Surgery using Infrared Laser Projector
3rd International Meeting of Oncoplastic and Reconstructive Breast Surgery
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Andre T. Magalhaes, Helder P. Oliveira, Antonio Moura, Jaime S. Cardoso, Maria J. Cardoso
Aesthetic Evaluation After Mastectomy and Immediate Breast Reconstruction using the BCCT.core Software
3rd International Meeting of Oncoplastic and Reconstructive Breast Surgery
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Helder P. Oliveira, Andre Magalhaes, Jaime S. Cardoso
Kinect Based Method for the BCCT Quantitative 3D evaluation
17th Portuguese Conference on Pattern Recognition
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Ines Domingues, Jaime S. Cardoso
Max-Coupled Ordinal Classification
17th Portuguese Conference on Pattern Recognition
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Helder P. Oliveira, Paolo Patete, Guido Baroni, Jaime S. Cardoso
Development of a BCCT Quantitative 3D Evaluation System Through Low-Cost Solutions
2nd International Conference on 3D Body Scanning Technologies
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Jaime S. Cardoso, Ines Domingues
Max-Coupled Learning: Application To Breast Cancer
9th International Conference on Machine Learning and Applications
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Jaime S. Cardoso, Ricardo Sousa,
Measuring the performance of ordinal classification,
International Journal of Pattern Recognition and Artificial Intelligence
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Ricardo Sousa, Helder P. Oliveira, Jaime S. Cardoso,
Feature Selection with Complexity Measure in a Quadratic Programming Setting,
Iberian Conference on Pattern Recognition and Image Analysis
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2010
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Ines Domingues, Jaime S. Cardoso, M. J. Cardoso
Multi-Source Automatic Breast Cancer Diagnosis
16th Portuguese Conference on Pattern Recognition
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Jakub Tkaczuk, Ines Domingues, Jaime S. Cardoso
Microcalcification Detection in Full Field Mammograms
16th Portuguese Conference on Pattern Recognition
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Igor Amaral, Filipe Coelho, J. F. Pinto da Costa, Jaime S. Cardoso
Hierarchical Medical Image Annotation Using SVM-based Approaches
10th IEEE International Conference on Information Technology and Applications in Biomedicine
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Ines Domingues, Jaime S. Cardoso, Igor Amaral, Ines Moreira, Pedro Passarinho, Joao Santa Comba, Ricardo Correia, Maria J. Cardoso
Pectoral muscle detection in mammograms based on the shortest path with endpoints learnt by SVMs
32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society
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Jaime S. Cardoso, Ines Domingues, Igor Amaral, Ines Moreira, Pedro Passarinho, Joao Santa Comba, Ricardo Correia, Maria J. Cardoso
Pectoral muscle detection in mammograms based on polar coordinates and the shortest path
32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society
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Maria J. Cardoso, R Douglas Macmillan, Belen Merck, Alexandre Mendonca Munhoz, Richard Rainsbury,
Training in oncoplastic surgery: An international consensus. The 7th Portuguese Senology Congress, Vilamoura, 2009,
The Breast
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J. Heil, J. Dahlkamp, M. Golatta, J. Rom, C. Domschke, G. Rauch, Maria J. Cardoso, C. Sohn,
Aesthetics in Breast Conserving Therapy: Do Objectively Measured Results Match Patients' Evaluations?,
Annals Surgical Oncology
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Jaime S. Cardoso, Maria J. Cardoso,
Sistema Medico para a Avaliacao Estetica da Mama,
Sistemas e Tecnologias de Informacao na Saude
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Helder P. Oliveira, Andre Magalhaes, Maria J. Cardoso, Jaime S. Cardoso,
An accurate and interpretable model for BCCT.core,
32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society
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Helder P. Oliveira, Andre Magalhaes, Maria J. Cardoso, Jaime S. Cardoso,
Improving the BCCT.core model with lateral information,
10th IEEE International Conference on Information Technology and Applications in Biomedicine
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Jaime S. Cardoso, Ricardo Sousa,
Classification Models with Global Constraints for Ordinal Data,
9th International Conference on Machine Learning and Applications
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Joaquim F. Pinto da Costa, Ricardo Sousa, Jaime S. Cardoso,
An all-at-once Unimodal SVM Approach for Ordinal Classification,
9th International Conference on Machine Learning and Applications
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Susy Costa, Ricardo Jorge Sousa, Andre Magalhaes, Jaime S. Cardoso, Maria João Cardoso,
A Preliminary Model to the Automatic Prediction of Aesthetic Results in Breast Cancer Conservative Treatment,
16th SIS World Congress and 29 Congreso Nacional SESPM
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Andre Magalhaes, Helder P. Oliveira, Susy Costa, Jaime S. Cardoso, Maria J. Cardoso,
Value of Photographic Side-Views in the Objective Evaluation of the Aesthetic Result of Breast Cancer Conservative Treatment,
Cancer Research
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Helder P. Oliveira, Jaime S. Cardoso,
BCCT.core Model Enhancement With Interpretability and Lateral Information,
16th Portuguese Conference on Pattern Recognition
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Ricardo Sousa, Jaime S. Cardoso,
An Ordinal Data Method for the Classification with Reject Option,
16th Portuguese Conference on Pattern Recognition
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2009
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Maria J. Cardoso, Jaime S. Cardoso, Thomas Wild, Wilfried Krois, Florian Fitzal,
Comparing Two Objective Methods for the Aesthetic Evaluation of Breast Cancer Conservative Treatment,
Breast Cancer Research and Treatment
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Ana Paula Afonso, Jaime S. Cardoso, Maria J. Cardoso, Manuel Perez Cota,
A Avaliacao da Usabilidade de um Sistema Medico Inteligente: BCCT.core,
Actas da 4ª Conferencia Iberica de Sistemas e Tecnologias de Informacao
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Jaime S. Cardoso, Ricardo Sousa, Luis F. Teixeira, Maria J. Cardoso,
Breast Contour Detection with Stable Paths,
Communications in Computer and Information Science
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Susy Costa, Ricardo Sousa, Jaime S. Cardoso, Maria J. Cardoso,
Prediction of the aesthetic result in breast cancer conservative treatment,
2nd Interconference Breast Cancer Meeting
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Susy Costa, Andre Magalhaes, Ricardo Sousa, Jaime S. Cardoso, Maria Joao Cardoso,
Prediction Model of Asymmetry in Breast Cancer Conservative Treatment (BCCT),
International Meeting of Oncoplastic and Reconstructive Breast Surgery
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Andre Magalhaes, Ricardo Sousa, Antonio Jose Moura, Antonio Santa Comba, Maria Joao Cardoso,
Does the Technique of Immediate Reduction Mammaplasty for Breast Cancer Conservative Treatment only Depends Tumor Location?,
International Meeting of Oncoplastic and Reconstructive Breast Surgery
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Andre Magalhaes, Teresa Almeida, Antonio Jose Moura, Antonio Santa Comba, Vicente Goncalves, Francisco Pimentel, Maria Joao Cardoso,
Does Pre-operative Axillary Status (POAS) Determine the Choice of Immediate All Breast Reconstruction (IABR) Technique?,
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Maria J. Cardoso, Alexandre M. Munhoz, R Douglas Macmillan, Teresa Almeida, Conny Vrieling, Jorgen Johansen, Giuseppe Catanuto, Mike Dixon, Susy Costa, Jaime S. Cardoso,
Aesthetic Results Evaluation of Reduction Mammaplasties in Breast Cancer Treatment,
2nd Interconference Breast Cancer Meeting
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Ricardo Sousa, Beatriz Mora, Jaime S. Cardoso,
An Ordinal Data Method for the Classification with Reject Option,
8th International Conference on Machine Learning and Applications
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2008
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J. M. Heil, J. Brockhoff, G. Gebauer, E. Jenetzky, Maria J. Cardoso, Jaime S. Cardoso, A. Stanton, C. Sohn,
A comprehensive approach to measure cosmetic and functional results of breast conserving therapy - design and first results of a pilot study,
European Journal of Cancer Supplements
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Marcelle Immink, Hein Putter, Job Visser, Harry Bartelink, Jaime S. Cardoso, Maria J. Cardoso, Evert M. Noordijk, Philip M. Poortmans, Carla C. Warlam-Rodenhuis, Henk Struikmans,
Long-term cosmetic changes after breast conserving therapy for patients with stage I and II breast cancer treated in the EORTC ``boost versus no boost'' trial,
European Journal of Cancer Supplements
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Maria J. Cardoso, A. Magalhaes, Teresa Almeida, Susy Costa, Conny Vrieling, David Christie, Jorgen Johansen, Jaime S. Cardoso,
Is Face-Only Photographic View Enough for the Aesthetic Evaluation of Breast Cancer Conservative Treatment?,
Breast Cancer Research and Treatment
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Maria J. Cardoso, Jaime S. Cardoso, Thomas Wild, Wilfried Krois, Florian Fitzal,
Comparing two objective methods for the aesthetic evaluation of Breast Cancer Conservative Treatment: The BCCT.core and the BAT,
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Ricardo Sousa, Jaime S. Cardoso, J. F. Pinto da Costa, M. J. Cardoso,
Breast Contour Detection with Shape Priors,
International Conference on Image Processing
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Jaime S. Cardoso, Luis F. Teixeira, M. J. Cardoso,
Automatic Breast Contour Detection in Digital Photographs,
International Conference on Health Informatics
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Teresa Almeida, Andre Magalhaes, Filipe Coelho, Ricardo Sousa, Jaime S. Cardoso, Maria J. Cardoso,
Is Asymmetry Enough for the Aesthetic Evaluation of Breast Cancer Conservative Treatment (BCCT)?,
International Meeting of Oncoplastic and Reconstructive Breast Surgery
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Maria Joao Cardoso, Jaime S. Cardoso, Conny Vrieling, David Christie, Jorgen Joahensen, Susy Costa, Teresa Almeida,
Sera Suficiente uma Fotografia Vista de Face para a Avaliacao do Resultado Estetico do Tratamento Conservadordo Cancro da Mama?,
XXVIII Congresso Nacional de Cirurgia
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2007
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Maria J. Cardoso, Jaime S. Cardoso, Conny Vrieling, David Christie, Jorgen Joahensen, Susy Costa, Teresa Almeida,
Is face-view only enough for the aesthetic evaluation of breast cancer conservative treatment (BCCT)?,
10th Nottingham International Breast Cancer Conference
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Jaime S. Cardoso, M. J. Cardoso,
Breast Contour Detection for the Aesthetic Evaluation of Breast Cancer Conservative Treatment,
International Conference on Computer Recognition Systems
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M. J. Cardoso, Jaime S. Cardoso, Natalia Amaral, Isabel Azevedo, Lise Barreau, Mario Bernardo, David Christie, Susy Costa, Florian Fitzal, Jose L Fougo, Jorgen Johansen, Douglas MacMillan, Maria Piera Mano, Lea Regolo, Jose Rosa, Luis Teixeira, Conny Vrieling, Janez Zgajnar,
Turning subjective into objective: a new tool for the evaluation of breast cancer conservative treatment cosmetic results. The BCCT.core (Breast Cancer Conservative Treatment. cosmetic results),
The Breast
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Jaime S. Cardoso, M. J. Cardoso,
Towards an intelligent medical system for the aesthetic evaluation of breast cancer conservative treatment,
Artificial Intelligence in Medicine
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M. J. Cardoso, Jaime S. Cardoso, A. C. Santos, C. Vrieling, D. Christie, G. Liljegren, I. Azevedo, J. Johansen, J. Rosa, N. Amaral, R. Saaristo, V. Sacchini, H. Barros, M. C. Oliveira,
Factors determining aesthetic outcome after breast cancer conservative treatment,
The Breast Journal
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2006
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2005
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Jaime S. Cardoso, J. F. Pinto da Costa, Maria J. Cardoso,
SVMs Applied to Objective Aesthetic Evaluation of Conservative Breast Cancer Treatment,
Proceedings of International Joint Conference on Neural Networks
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Jaime S. Cardoso, Joaquim F. Pinto da Costa, M. J. Cardoso,
Modelling ordinal relations with SVMs: an application to Objective Aesthetic Evaluation of Breast Cancer Conservative Treatment,
Neural Networks
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M. J. Cardoso, A. C. Santos, Jaime S. Cardoso, H. Barros, M. C. Oliveira,
Choosing observers for the evaluation of aesthetic results in breast cancer conservation treatment,
International Journal of Radiation Oncology, Biology and Physics