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Publicações

Publicações por CRIIS

2022

Automatic Segmentation of Monofilament Testing Sites in Plantar Images for Diabetic Foot Management

Autores
Costa, T; Coelho, L; Silva, MF;

Publicação
BIOENGINEERING-BASEL

Abstract
Diabetic peripheral neuropathy is a major complication of diabetes mellitus, and it is the leading cause of foot ulceration and amputations. The Semmes-Weinstein monofilament examination (SWME) is a widely used, low-cost, evidence-based tool for predicting the prognosis of diabetic foot patients. The examination can be quick, but due to the high prevalence of the disease, many healthcare professionals can be assigned to this task several days per month. In an ongoing project, it is our objective to minimize the intervention of humans in the SWME by using an automated testing system relying on computer vision. In this paper we present the project's first part, constituting a system for automatically identifying the SWME testing sites from digital images. For this, we have created a database of plantar images and developed a segmentation system, based on image processing and deep learning-both of which are novelties. From the 9 testing sites, the system was able to correctly identify most 8 in more than 80% of the images, and 3 of the testing sites were correctly identified in more than 97.8% of the images.

2022

Active Learning Strategies for Sustainable Engineering

Autores
Duarte, AJ; Malheiro, B; Silva, MF; Ferreira, PD; Guedes, PB;

Publicação
Handbook of Research on Improving Engineering Education with the European Project Semester - Advances in Higher Education and Professional Development

Abstract
Engineering aims to improve the quality of daily life on a planet with limited resources. This chapter describes how the European Project Semester offered by the School of Engineering of the Porto Polytechnic contributes to make engineering undergraduates conscious of their environmental and societal impact. The program is a project-based active learning framework where problem-solving is supported by intercultural communication and creativity, ethical and sustainable reasoning, and global contextual analysis. This analysis shows that it fosters scientific, technical, and interpersonal competencies, emphasizing ethical and sustainable design as recommended by several reference institutions through the testimonials left on the project reports and the evolution perceived by the participants during the semester. These findings are supported by a sample of 45 projects conducted by 228 students from 23 countries and 65 degrees. All projects aimed to have a lasting impact on the future engineering practice of participants and, somehow, transform the world positively.

2022

Robotics and the European Project Semester

Autores
Silva, MF; Duarte, AJ; Ferreira, PD; Guedes, PB;

Publicação
Handbook of Research on Improving Engineering Education with the European Project Semester - Advances in Higher Education and Professional Development

Abstract
Robotics is a multidisciplinary subject that typically involves mechanics, electronics, and computer science concepts. For this reason, robotic projects are particularly well suited to the European Project Semester framework since they allow students with different backgrounds to contribute to the overall team objective in their specific knowledge areas. This chapter briefly presents illustrative examples of robotic projects that have been developed by teams of students participating in the European Project Semester at the School of Engineering of the Polytechnic Institute of Porto. It concludes by presenting and discussing student feedback, namely on the program and the projects developed.

2022

Robotics for Sustainable Future

Autores
Chugo, D; Tokhi, MO; Silva, MF; Nakamura, T; Goher, K;

Publicação
Lecture Notes in Networks and Systems

Abstract

2022

TEACHING EMBEDDED/IOT TO ALL ENGINEERS

Autores
Ferreira, P; Malheiro, B; Silva, M; Borges Guedes, P; Justo, J; Ribeiro, C; Duarte, A;

Publicação
EDULEARN Proceedings - EDULEARN22 Proceedings

Abstract

2022

THE EPS@ISEP PROGRAMME: A GLOBALISATION AND INTERNATIONALISATION EXPERIENCE

Autores
Ferreira, P; Malheiro, B; Silva, M; Borges Guedes, P; Justo, J; Ribeiro, C; Duarte, A;

Publicação
EDULEARN Proceedings - EDULEARN22 Proceedings

Abstract

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