Project Description

Articles in Journals

2019

  • Prasanna Porwal, Samiksha Pachade, Manesh Kokare, Girish Deshmukh, Jaemin Son, Woong Bae, Lihong Liu, Jianzong Wang, Xinhui Liu, Liangxin Gao, TianBo Wu, Jing Xiao, Fengyan Wang, Baocai Yin, Yunzhi Wang, Gopichandh Danala, Linsheng He, Yoon Ho Choi, Yeong Chan Lee, Sang Hyuk Jung, Zhongyu Li, Xiaodan Sui, Junyan Wu, Xiaolong Li, Ting Zhou, János Tóth, Agnes Baran, Avinash Kori, Sai Saketh Chennamsetty, Mohammed Safwan, Varghese Alex, Xingzheng Lyu, Li Cheng, Qinhao Chu, Pengcheng Li, Xin Ji, Sanyuan Zhang, Yaxin Shen, Ling Dai, Oindrila Saha, Rachana Sathish, Tânia Melo, Teresa Araújo, Balázs Harangi, Bin Sheng, Ruogu Fang, Debdoot Sheet, Andras Hajdu, Yuanjie Zheng, Ana Maria Mendonça, Shaoting Zhang, Aurélio Campilho, Bin Zheng, Dinggang Shen, Luca Giancardo, Gwenolé Quellec, Fabrice Mériaudeau, IDRiD: Diabetic Retinopathy–Segmentation and Grading Challenge, Medical Image Analysis 59 (2019) 101561, https://doi.org/10.1016/j.media.2019.101561.
  • Guilherme Aresta, Teresa Araújo, Scotty Kwok, Sai Saketh Chennamsetty, Mohammed Safwan, Varghese Alex, Bahram Marami, Marcel Prastawa, Monica Chan, Michael Donovan, Gerardo Fernandez, Jack Zeineh, Matthias Kohl, Christoph Walz, Florian Ludwig, Stefan Braunewell, Maximilian Baust, Quoc Dang Vu, Minh Nguyen Nhat To, Eal Kim, Jin Tae Kwak, Sameh Galal, Veronica Sanchez-Freire, Nadia Brancati, Maria Frucci, Daniel Riccio, Yaqi Wang, Lingling Sun, Kaiqiang Ma, Jiannan Fang, Ismael Kone, Lahsen Boulmane, Aurélio Campilho, Catarina Eloy, António Polónia, Paulo Aguiar, Bach: Grand challenge on breast cancer histology images, Medical Image Analysis, Volume 56, August 2019, Pages 122-139, https://doi.org/10.1016/j.media.2019.05.010.
  • Guilherme Aresta, Colin Jacobs, Teresa Araújo, António Cunha, Isabel Ramos, Bram van Ginneken, Aurélio Campilho, IW-net: an automatic and minimalistic interactive lung nodule segmentation deep network, Scientific Reports, (2019) 9:11591 | https://doi.org/10.1038/s41598-019-48004-8.
  • Hassan Al Hajj, Mathieu Lamard, Pierre-Henri Conze, Soumali Roychowdhury, Xiaowei Hu, Gabija Maršalkaitė, Odysseas Zisimopoulos, Muneer Ahmad Dedmari, Fenqiang Zhao, Jonas Prellberg, Manish Sahu, Adrian Galdran, Teresa Araújo, Duc My Vo, Chandan Panda, Navdeep Dahiya, Satoshi Kondo, Zhengbing Bian, Arash Vahdat, Jonas Bialopetravičius, Evangello Flouty, Chenhui Qiu, Sabrina Dill, Anirban Mukhopadhyay, Pedro Costa, Guilherme Aresta, Senthil Ramamurthy, Sang-Woong Lee, Aurélio Campilho, Stefan Zachow, Shunren Xia, Sailesh Conjeti, Danail Stoyanov, Jogundas Armaitis, Pheng-Ann Heng, William G Macready, Béatrice Cochener, Gwenolé Quellec, CATARACTS: Challenge on Automatic Tool Annotation for cataRACT Surgery, Medical image analysis, 2019. https://doi.org/10.1016/j.media.2018.11.008
  • Elham Shakibapour, António Cunha, Guilherme Aresta, Ana Maria Mendonça, Aurélio Campilho, An unsupervised metaheuristic search approach for segmentation and volume measurement of pulmonary nodules in lung CT scans, Expert Systems With Applications, Vol. 119, pp. 415-428, 2019. DOI.

2018

  • Hassan Al Hajj, Mathieu Lamard, Pierre-Henri Conze, Soumali Roychowdhury, Xiaowei Hu, Gabija Maršalkaitė, Odysseas Zisimopoulos, Muneer Ahmad Dedmari, Fenqiang Zhao, Jonas Prellberg, Manish Sahu, Adrian Galdran, Teresa Araújo, Duc My Vo, Chandan Panda, Navdeep Dahiya, Satoshi Kondo, Zhengbing Bian, Arash Vahdat, Jonas Bialopetravičius, Evangello Flouty, Chenhui Qiu, Sabrina Dill, Anirban Mukhopadhyay, Pedro Costa, Guilherme Aresta, Senthil Ramamurthy, Sang-Woong Lee, Aurélio Campilho, Stefan Zachow, Shunren Xia, Sailesh Conjeti, Danail Stoyanov, Jogundas Armaitis, Pheng-Ann Heng, William G Macready, Béatrice Cochener, Gwenolé Quellec, CATARACTS: Challenge on Automatic Tool Annotation for cataRACT Surgery, Medical image analysis, 2018. DOI
  • J Rouco, C Carvalho, A Domingues, E Azevedo, A Campilho, A robust anisotropic edge detection method for carotid ultrasound image processing, Procedia Computer Science 126, 723-732, 2018. DOI:  https://doi.org/10.1016/j.procs.2018.08.006
  • Teresa Araújo, Ana Maria Mendonça, Aurélio Campilho, Parametric Model Fitting-based Approach for Retinal Blood Vessel Caliber Estimation in Eye Fundus Images, Plos One, PloS one 13 (4), 2018. DOI: https://doi.org/10.1371/journal.pone.0194702
  • Pedro Costa, Adrian Galdran, Asim Smailagic, Aurélio Campilho, A Weakly-Supervised Framework for Interpretable Diabetic Retinopathy Detection on Retinal Images, IEEE Access, 2018. (Early Access) DOI: 10.1109/ACCESS.2018.2816003
  • Pedro Costa, Adrian Galdran, Maria Ines Meyer, Meindert Niemeijer, Michael Abramoff, Ana Maria Mendonca, and Aurélio Campilho, End-to-end Adversarial Retinal Image Synthesis, IEEE Transactions on Medical Imaging, Vol.: 37, Issue: 3, pp. 781 – 791, 2018. DOI: 10.1109/TMI.2017.2759102

2017

  • Teresa Araújo, Guilherme Aresta, Eduardo Castro, José Rouco, Paulo Aguiar, Catarina Eloy, António Polónia, and Aurélio Campilho, Classification of Breast Cancer Histology Images Using Convolutional Neural Networks, PLOS ONE, 2017 (open access).
  • L. Gonçalves, J. Novo, A. Cunha, A. Campilho, Learning lung nodule malignancy likelihood from radiologist annotations or diagnosis data, Journal of Medical and Biological Engineering, pp. 1-19, 2017. doi.org/10.1007/s40846-017-0317-2
  • Pedro Costa, Aurélio Campilho, Convolutional Bag of Words for Diabetic Retinopathy Detection from Eye Fundus Images, IPSJ Transactions on Computer Vision and Applications, 1-6, 2017. DOI 10.1186/s41074-017-0023-6 (Open Access).
  • J. Novo, J. Rouco, N. Barreira, M. Penedo, A. Campilho, Wivern: a web-based system enabling computer-aided diagnosis and interdisciplinary expert collaboration for vascular research”, Journal of Medical and Biological Engineering, 2017 (online access).

2016

  • L. Gonçalves, J. Novo, A. Campilho, Hessian based approaches for 3D lung nodule segmentation, Expert Systems with Applications, May 2016 (online). DOI: 10.1016/j.eswa.2016.05.024.
  • José Rouco, Elsa Azevedo, Aurélio Campilho, Automatic Lumen detection on Longitudinal ultrasound B-mode images of the carotid Using Phase Symmetry, Sensors 2016, 16(3), 350, pp 1-21, 2016. DOI: 10.3390/s16030350.
  • José Ramos, Thessa T. J. P. Kockelkorn, Isabel Ramos, Rui Ramos, Jan Grutters, Bram van Ginneken, Max A. Viergever, and Aurélio Campilho, Content Based Image Retrieval by Metric Learning from Radiology Reports: Application to Interstitial Lung Diseases, IEEE Journal of Biomedical and Health Informatics vol. 20, pp. 281-292, 2016. DOI: 10.1109/jbhi.2014.2375491

2015

  • Behdad Dashtbozorg, Ana Maria Mendonça, Aurelio Campilho, Optic Disc Segmentation Using the Sliding Band Filter, Computers in Biology and Medicine, vol. 56, pp 1-12, 2015. DOI: 10.1016/j.compbiomed.2014.10.009 (Esteemed Paper for 2015, top 5%)
  • Carlos Faria, Jorge Silva, Aurélio Campilho, Rehab@home: a tool for home-based motor function rehabilitation, Disability and Rehabilitation: Assistive Technology, 10(1), pp.67-74, 2015. DOI: 10.3109/17483107.2013.839749.
  • Ferreira, C; Castro, P; Penas, S; Monteiro, A; Martins, L; Campilho, A; Azevedo, E ; Polonia, J; Better stroke preventive effect of calcium channel blockers is not explained by its effect in macro and microvascular disease markers, INTERNATIONAL JOURNAL OF STROKE  Volume: 10   Special Issue: SI   Supplement: 2   Pages: 99-99   Meeting Abstract: ESOC-1562, APR 2015.
  • Castro, P; Monteiro, A; Penas, S; Ferreira, C; Martins, L; Campilho,; Polonia, J; Azevedo, E, Carotid intima-medial thickness, aortic stiffness and retinal microvascular signs provide evidence for optimal blood pressure target in hypertensive patients, INTERNATIONAL JOURNAL OF STROKE Volume: 10   Special Issue: SI   Supplement: 2   Pages: 100-101   Meeting Abstract: ESOC-1566, APR 2015
  • Monteiro, A; Castro, P; Penas, S; Ferreira, C; Martins, L; Campilho, A; Azevedo, E; Polonia, J, Relationship between blood pressure control and arterial stiffness, carotid artery and retinal damage in hypertensive patients with and without type 2 diabetes mellitus, INTERNATIONAL JOURNAL OF STROKE  Volume: 10   Special Issue: SI   Supplement: 2   Pages: 233-233   Meeting Abstract: ESOC-1569, APR 2015.

2014

  • Rui Rocha, Jorge Silva, Aurélio Campilho, Automatic detection of the carotid lumen axis in B-mode ultrasound images, Computer Methods and Programs in Biomedicine 115 (2014), pp. 110-118 DOI: 10.1016/j.cmpb.2014.04.004
  • Behdad Dashtbozorg, Ana Maria Mendonça, and Aurélio Campilho, An Automatic Graph-based Approach for Artery/Vein Classification in Retinal Images, IEEE Trans. on Image Processing, Vol.23, no 3, pp. 1073-1083, 2014. DOI: 10.1109/tip.2013.2263809

Before 2014

  • Ana Maria Mendonça, António Sousa, Luis Mendonça, Aurélio Campilho, Automatic localization of the optic disc by combining vascular and intensity information, Computerized Medical Imaging and Graphics Vol. 37 Issue: 5-6, pp. 409-417, 2013. DOI: 10.1155/2013/218415
  • Bruno Moreira, António Sousa, Ana Maria Mendonça, Aurélio Campilho, Automatic Lane Segmentation in TLC images using the Continuous Wavelet Transform, Computational and Mathematical Methods in Medicine, Hindawi Publishing Corporation, Volume 2013, Article ID 218415, 19 pages, DOI: 10.1155/2013/218415, 2013.
  • Barreira, N; Vazquez, SG; Ferreira, C; Azevedo, E; Rouco, J; Rocha, R; Campilho, A (Campilho, A, Web system for medical history management and advanced data analysis, CEREBROVASCULAR DISEASES, Volume: 35, Pages: 46-46, Supplement: 2, 2013.
  • Azevedo, E; Penas,; Ferreira, C; Martins, L; Campilho, A; Polonia, J, Relationship between blood pressure control and arterial stiffness, carotid artery and retina damages in hypertensive patients with and without type 2 diabetes, CEREBROVASCULAR DISEASES, Volume: 35, Pages: 58-59, Supplement: 2, 2013.
  • Rui Rocha, Jorge Silva and Aurélio Campilho, Automatic segmentation of carotid B-mode images using fuzzy classification, Medical & Biological Engineering & Computing, Volume 50, Issue 5, pp. 533-545, 2012.
  • Tiago Esteves, Pedro Quelhas, Ana Maria Mendonça, Aurélio Campilho, Gradient convergence filters for cell nuclei detection: a comparison study with a phase based approach, Machine Vision Applications, Vol. 23, no. 4, pp. 623-638, 2012.
  • Luis Sanz, Walter Dewitte, Farah Patell, Jeroen Nieuwland, Pedro Quelhas, Craig Titmus, Aurelio Campilho, Mark Estell, Hong Wang and James AH Murray, “The Arabidopsis D-type cyclin CYCD2;1 and the inhibitor ICK2/KRP2 modulate auxin-induced lateral root formation”, The Plant Cell, Vol. 23: 1–20, 2011.
  • Rui Rocha, Aurélio Campilho, Jorge Silva, Elsa Azevedo, Rosa Santos, “Segmentation of Ultrasound Images of the Carotid using RANSAC and Cubic Splines”, Computer Methods and Programs in Biomedicine, Vol 101, pp. 94-106, 2011.
  • Pedro Quelhas, Monica Marcuzzo, Ana Maria Mendonça, Aurélio Campilho. “Cell nuclei and cytoplasm joint segmentation using the Sliding Band Filter”, IEEE Transactions on Medical Imaging, vol. 29, n. 8, 1463-1473, 2010.
  • Rui Rocha, Aurélio Campilho, Jorge Silva, Elsa Azevedo, Rosa Santos, “Segmentation of the Carotid Intima-Media Region in B-mode Ultrasound Images”, Image and Vision Computing, Volume 28, Issue 4, Pages 614-625, 2010.
  • Monica Marcuzzo, Pedro Quelhas, Ana Campilho, Ana Maria Mendonça, Aurélio Campilho, Automated Arabidopsis Plant Root Cell Segmentation Based on SVM Classification and Region Merging”, Computers in Biology and Medicine, 39, 785 – 793, 2009.
  • António Varejão Sousa, Ana Maria Mendonça, Aurélio Campilho, “Dissimilarity-based classification of Chromatographic Profiles”, Pattern Analysis&Applications, Vol:11, Issue: 3-4, pp. 409-423, 2008.
  • António Varejão Sousa, Ana Maria Mendonça, Aurélio Campilho, “Chromatographic Pattern Classification”, IEEE Trans. on Biomedical Engineering, vol. 55, nº 6, pp. 1687-1696, 2008.
  • Ana Maria Mendonça, Aurélio Campilho, “Segmentation of Retinal Blood Vessels by Combining the Detection of Centerlines and Morphological Reconstruction”, IEEE Trans. on Medical Imaging, vol. 25:9, pp 1200-1213, 2006.
  • Ana Campilho, Bernardo Garcia, Henk v.d. Toorn, Henk v. Wijk, Aurélio Campilho and Ben Scheres, “Time-lapse analysis of stem cell divisions in the Arabidopsis thaliana root meristem”, Plant Journal, 48 (4), 619-627, 2006.
  • Aurélio Campilho, Artur Cardoso, “An electronic instrumentation course for non-electronic engineering students”, International Journal of Electrical Engineering Education (IJEEE), pp. 43-55, vol. 41/1, 2004.
  • Luís A. Alexandre, Aurélio C. Campilho, Mohamed Kamel, “On Combining Classifiers Using Sum and product Rules”, Pattern Recognition Letters, Vol. 22, Issue 12, pp: 1283-1289, 2001.
  • A. Santos, A. Campilho, C. Baptista, M. V. Correia, P. Noriega, P. B. Albuquerque, “Segmentation of Object Motion: Matching Psychophysics and Computational Models”, Perception, Vol. 30 (supplement), pp: 80, 2001.
  • Ana Maria Mendonça, Aurélio J. C. Campilho, José Manuel R. Nunes, “Detection of Retinal Vascular Networks”, Medical & Biological Engineering & Computing, Vol. 35, Supplement Part 1 pp. 561, 1997.
  • Ana Maria R. S. F. Mendonça, Aurélio J. C. Campilho, José Manuel R. Nunes, “A System for Digital Processing of Ophthalmic Images”, Physics in Medicine & Biology, Vol. 49a, Part 1, pp. 284, 1994.
  • Aurélio Campilho, Ana Maria R.F. Mendonça, “Digital Image Processing. Fundamentals and Microcomputer Applications in Medical Imaging”, ITBM – Innovation et Technologie en Biologie et Medicine, nº spécial 1, vol. 13, pp. 1-12, 1992.
  • Ana Maria R.F. Mendonça, A.J. Campilho “Reversible Methods for Medical Image Compression”, ITBM – Innovation et Technologie en Biologie et Medicine, nº spécial 1, vol. 13, pp. 49-57, 1992.
  • Garrido, A. Campilho, M. A. Barbosa, “Signal Processing Applied to the Study of Electrochemical Properties of Metallic Biomaterials”, Biomaterials. Tissue Interfaces, P. J. Doherty et al. (Eds.), Advances in Biomaterials, 10, Elsevier Publishers B. V., pp. 487-494, 1992.
  • A. Barbosa, A. Garrido, A. Campilho, I. Sutherland, “Surface Composition and Corrosion Behaviour of AISI 304 Stainless Steel after Immersion in 20% HNO3 Solutions”, Corrosion Science, Pergamon Press, Vol. 32, No. 2, pp. 179-184, 1991.

Articles in Journals (National)

  • Aurélio C. Campilho, “Medical image analysis: an overview”, Special Section: Workshop on Medical Imaging, Revista do Departamento de Electrónica e Telecomunicações da Universidade de Aveiro, Vol. 3, nº 2, pp. 135-142, 2000.
  • Jorge A. Silva, Ana C. Paiva, André Restivo, Aurélio C. Campilho, J. Laranja Pontes, “3D surface characterization using a structured light technique”, Special Section: Workshop on Medical Imaging, Revista do Departamento de Electrónica e Telecomunicações da Universidade de Aveiro, Vol. 3, nº 2, pp. 173-179, 2000.
  • Luís A. Alexandre, Mário J. Silva, Aurélio C. Campilho, “Detection of the Occupation of the Costal Diaphragmatic Angle in Chest Radiographs”, Special Section: Workshop on Medical Imaging, Revista do Departamento de Electrónica e Telecomunicações da Universidade de Aveiro, Vol. 3, nº 2, pp. 187-192, 2000.
  • Ana Cristina Paiva, Jorge A. Silva, Aurélio J. C. Campilho, “Sistema de Medida Tridimensional com Iluminação Codificada Espacialmente”, Anais da Engenharia e Tecnologia Electrotécnica, Ano II, nº4, pp. 5-8, 1997.
  • Aurélio Campilho, “Controlo e Instrumentação. Resenha das Actividades Desenvolvidas em Portugal”, Anais da Engenharia e Tecnologia Electrotécnica, Ano II, nº3, pp. 5-8, 1997
  • Rodrigues Nunes, Ana Maria Mendonça, Aurélio J. Campilho, “Arquivo de Imagem Angiográfica”, Revista da Sociedade Portuguesa de Oftalmologia, Vol. XVII, Nº1, pp. 85-90, 1991