Dissemination, Short Papers and Abstracts

In this page I include pointers to other published or dissemination material including: short papers or abstracts; invited talks; demos; participation in challenges; news in the media.

2018

• Aurélio Campilho, Deep Learning for Pathology Detection. A Case Study on Diabetic Retinopathy Detection, Symposium on Bioengineering, Porto, Portugal, April 2018 [invited lecture]
• Plataforma automática para o Diagnóstico da Retinopatia Diabética, SCREEN-DR, Porto Canal, Abril 2018 (in Portuguese) [Media]

2017

Media

• NEB-FEUP/ICBAS – Entrevista (in Portuguese), Ocober 23, 2017 [Media]
• Aurélio Campilho – 90 Segundo de Ciência, O rastreio da retinopatia diabética pode vir a ser simplificado com o projeto SCREEN-DR, Antena 1, Outubro 20, 2017 (in Portuguese). [Media]
• Aurélio Campilho, SCREEN-DR: Image Analysis and Machine Learning Platform for Innovation in Diabetic Retinopathy Screening, CMU | Portugal, Symposium 2017, Building the Fabric of our Digital World, Panel V: Our Data Dominated World, June 2017 [invited lecture]

2016

Short papers & abstracts

• Guilherme Aresta, António Cunha, Aurélio Campilho, Detection of small juxta-pleural nodules in computed tomography images, pp 59-60, RECPAD 2016 – 22nd Edition of the Portuguese Conference on Pattern Recognition, 2016.
• Teresa Araújo, Ana Maria Mendonça, Aurélio Campilho, Vessel width estimation in eye fundus images, pp 87-88, RECPAD 2016 – 22nd Edition of the Portuguese Conference on Pattern Recognition, 2016.
• Pedro Costa, Aurélio Campilho, Convolutional Bag of Words for Diabetic Retinopathy Detection, Bioimaging 2016, pp 32, 2016 (oral presentation).

2015

Short papers & abstracts

• Tiago Freitas, Aurélio Campilho, An improved method for juxta-vascular nodule candidate detection, Recpad 2015 – 21st Edition of the Portuguese Conference on Pattern Recognition pp. 36-37, 2015. (nominated for the best paper award)
• Eduardo Castro, Guilherme Aresta, Teresa Araújo, José Rouco, Aurélio Campilho, Breast Cancer Histology Images Classification using Convolutional Neural Networks, Bioimaging 2015, Grand Challenge in Digital Pathology, pp 18-19, 2015 (short paper) (classified in the 2nd position).
• L. Gonçalves, J. Novo, A. Campilho Automatic Lung Nodule Classification in Chest Computerized Tomography Images, Bioimaging 2015, pp 52-53, 2015 (poster).
• L. Gonçalves, J. Novo, and A. Campilho, Computer Aided Diagnostic for the Classification of Lung Nodules, EMBC 2015, Engineering in Medicine and Biology Conference, Milan, Italy, August 25-29, 2015.
• Ferreira C, Castro P, Penas S, Monteiro A, Martins L, Campilho A, Azevedo E, Polónia J. Better stroke preventive effect of calcium channel blockers is not explained by its effect in macro and microvascular disease markers. The European Stroke Organisation Conference 2015. Glasgow 17-19.4.2015. Poster
• Castro P, Monteiro A, Penas S, Ferreira C, Martins L, Campilho A, Polónia J, Azevedo E. Carotid intima-media thickness, aortic stifness and retinal microvascular signs provide evidence for optimal blood pressure target in hypertensive patients. The European Stroke Organisation Conference 2015. Glasgow 17-19.4.2015. Poster
• Monteiro A, Castro P, Penas S, Ferreira C, Martins L, Campilho A, Azevedo E, Polónia J. Relationship between blood pressure control and arterial stiffness, carotid artery and retinal damage in hypertensive patients with and without type 2 diabetes mellitus. The European Stroke Organisation Conference 2015. Glasgow 17-19.4.2015. Poster.

2014

Short papers & abstracts

• Behdad Dashtbozorg, Ana Maria Mendonça, Aurélio Campilho, Artery/Vein Classification in Retinal Images, Bioimaging 2014 | 3rd International Symposium in Applied Bioimaging | Life in a Pixel, pp 32, 16-17 outubro, 2014.
• Duarte, J.Rouco, C. Ferreira, E. Azevedo, J. Polónia, A. Campilho, Automatic measurement of atherosclerotic plaque burden in B-mode ultrasound images of the carotid, Bioimaging 2014 | 3rd International Symposium in Applied Bioimaging | Life in a Pixel, pp 51, 16-17 outubro, 2014.
• Aresta, T. Finisterra, J. Rouco, C. Ferreira, E. Azevedo, A. Campilho, Movement analysis of the human carotid wall on medical ultrasounds using an optical flow based approach, Bioimaging 2014 | 3rd International Symposium in Applied Bioimaging | Life in a Pixel, pp 52, 16-17 outubro, 2014.
• Behdad Dashtbozorg, Ana Maria Mendonça, Susana Penas, Jorge Polónia, Aurélio Campilho, “RetinaCAD – Retinal Computer-Aided Diagnosis System”, RecPad 2014, pp 46-47, 2014 (Best poster award).

Before 2014

Short papers & abstracts

• Behdad Dashtbozorg, Ana Maria Mendonça, Aurélio Campilho, An Automatic Method for Assessing Retinal Vessel Width Changes, RECPAD 2013 – 19th Edition of the Portuguese Conference on Pattern recognition”, Instituto Superior Técnico, Lisboa, Portugal, pp 1-2, 2013.
• Bruno Moreira, António Sousa, Ana M. Mendonça, Aurélio Campilho, “Correction of Geometrical Distortions in Bands of Chromatography Images”, RECPAD 2013 – 19th Edition of the Portuguese Conference on Pattern recognition”, Instituto Superior Técnico, Lisboa, Portugal, pp 1-2, 2013.
• Barreira, S. G. Vázquez, C. Ferreira, E. Azevedo, J. Rouco, R. Rocha, Aurélio Campilho, Web system for medical history management and advanced data analysis, 18th Meeting of European Society of Neurosonology and Cerebral Hemodynamics and 3rd Meeting of Cerebral Autoregulation Network, Porto, Portugal –  May 24-27, 2013.
• Azevedo, S. Penas, C. Ferreira, L. Martins, A. Campilho, J. Polonia, 18th Meeting of European Society of Neurosonology and Cerebral Hemodynamics and 3rd Meeting of Cerebral Autoregulation Network, Porto, Portugal  –  May 24-27, 2013.
• Bruno M. Moreira, António V. Sousa, Ana M. Mendonça, Aurélio C. Campilho, Correction of Geometrical Distortions in Bands of Chromatography Images, BIOIMAGING Symposium – International Symposium in Applied Bioimaging – From Molecule to Man, Outubro 2013.
• Daniela Campos, Aurélio Campilho Supervised probabilistic lung nodule segmentation approach using shape-based and contrast-based information, BIOIMAGING Symposium – International Symposium in Applied Bioimaging – From Molecule to Man, Outubro 2013.
• José Rouco, Aurélio Campilho, Heuristic disambiguation for symmetry-based lumen detection in B-mode ultrasound images of the carotid, BIOIMAGING Symposium – International Symposium in Applied Bioimaging – From Molecule to Man, Outubro 2013.
• Behdad Dashtbozorg, Ana Maria Mendonça, Aurélio Campilho, An Automatic Graph-based method for Retinal Blood vessel Classification, RECPAD 2012, Portugal, 2012
• Carlos Faria, Jorge Silva, Aurélio Campilho, Development of a Cost-Effective Tool for Home-Based Rehabilitation of Stroke Patients, IJUP’12 – Investigação Jovem da Universidade do Porto, 2012.
• Catarina Carvalho, Cátia Silva, Marlene Machado, Aurélio Campilho, Automatic Segmentation of Diabetic Retinopathy Exudates in Retinal Images, IJUP’12 – Investigação Jovem da Universidade do Porto, 2012.
• Daniela Campos, Aurélio Campilho, Lung Nodule detection and Segmentation, 1^st Students Conference in Electrical and computer Engineering, FEUP, 2012.
• Behdad Dashtbozorg, Ana Maria Mendonça, Aurélio Campilho, A Graph-based Method for blood vessels classification in retinal Images, 1^st Students Conference in Electrical and computer Engineering, FEUP, 2012.
• José Ramos, Rui Ramos, Aurélio Campilho, Learning in medical image retrieval from text distances, 1^st Students Conference in Electrical and computer Engineering, FEUP, 2012.
• António V. Sousa, Ana Maria Mendonça, Clara Sá Miranda, Aurélio Campilho, “Chromatographic Pattern Classification”, I³S Retreat, May, 2010.
• Aurélio Campilho, Ana Maria Mendonça, Pedro Quelhas, Yuxi Chen, Monica Marcuzzo, “Image Processing for Cell Analysis in Plant Biology”, I³S Retreat, May, 2010.
• José Ramos, Aurélio Campilho, “Content Based Image Retrieval in Interstitial Lung Diseases, I³S Retreat, Maio, 2010.
• Ana Maria Mendonça, Clara Sá Miranda, Aurélio Campilho, “Computer-Aided Diagnosis at INEB Developments and Challenges in Ophthalmology and Pneumology”, I³S Retreat, Maio, 2010.
• Sousa, A.V., Mendonça, A.M., Sá-Miranda, M.C., Campilho, A.C. Segmentation of the region of interest in chromatographic images. RECPAD 2010 – 16^th Portuguese Conference on Pattern Recognition, Vila Real, October, 2010.
• Mónica Marcuzzo, Pedro Quelhas, Maria Oliveira, Ana Maria Mendonça, Aurélio Campilho, Cancer cell detection and invasion depth estimation in brightfield images, RECPAD 2009 – 15^th Portuguese Conference on Pattern Recognition, 2009.
• Marcuzzo, M; Quelhas, P; Mendonça, AM; Campilho, AC. Classifier-based Cell Segmentation from Confocal Microscopy Images. RecPad 2008 – 14^th Portuguese Conference on Pattern Recognition, Coimbra, Portugal, October, 2008.
• Hugo Gonçalves, Aurélio Campilho, “Segmentation and Analysis of Confocal Microscopic Images”, RecPad 2007, 13^th Portuguese Conference on Pattern Recognition, Lisboa, October 26, 2007.
• Mara Carvalho, Hugo Gonçalves, Aurélio Campilho, “European Portuguese Vowel Recognition” RecPad 2007, 13 ^th Portuguese Conference on Pattern Recognition, Lisboa, 26 de Outubro de 2007.
• António A. Sousa, Ana Maria Mendonça, Aurélio Campilho, “Hierarchical Classification of Chromatographic Images”, RecPad 2007, 13^th Portuguese Conference on Pattern Recognition, Lisboa, 26 de Outubro de 2007.
• Rui M. Lima, Aurélio J. C. Campilho, “Análise Automática de Documentos”, II Simpósio de Informática da Universidade Eduardo Mondlane, Moçambique, 1996.
• Aurélio J. C. Campilho, Ana Maria Mendonça, J. M. Rodrigues Nunes, Francisco J. O. Restivo, “An Image Processing System for the Analysis of Retina Images”, Euro-Sigma´90, Guy´s Hospital, Londres, Reino Unido, 1990.