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  1. No Access

    Chapter and Conference Paper

    Pointwise Reliability of Machine Learning Models: Application to Cardiovascular Risk Assessment

    Machine learning has made significant advances in many areas, particularly in the healthcare domain. However, despite the advances, the implementation of these models in clinical scenarios is still limited due...

    Jorge Henriques, Teresa Rocha, Simão Paredes… in 9th European Medical and Biological Engine… (2024)

  2. No Access

    Chapter and Conference Paper

    Technical Components Integration Using APIs for Predictive Maintenance in the Context of Industry 4.0 Digital Transformation

    Digital Transformation (DT) is essential to support approaches that contribute to sustainability and circularity in different Industry 4.0 application contexts. DT presents several challenges and opportunities...

    Alberto Cardoso, Joel Oliveira, Domicio Neto… in Open Science in Engineering (2023)

  3. Article

    Open Access

    Feasibility assessment of the Eye Scan Ultrasound System for cataract characterization and optimal phacoemulsification energy estimation: protocol for a pilot, nonblinded and monocentre study

    Cataracts are lens opacifications that are responsible for more than half of blindness cases worldwide, and the only treatment is surgical intervention. Phacoemulsification surgery, the most frequently perform...

    Lorena Petrella, Sandrina Nunes, Fernando Perdigão… in Pilot and Feasibility Studies (2022)

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  4. No Access

    Article

    A-scan ultrasonic system for real time automatic cataract detection

    Cataract is an ocular condition associated to the loss of the normal crystalline lens transparency, and its progression can result in a total loss of vision. The gold standard diagnostic method consists on qua...

    Lorena Petrella, Carlos Pinto, Fernando Perdigão, Marco Gomes… in Health and Technology (2020)

  5. No Access

    Chapter and Conference Paper

    Automatic Segmentation of Ultrasonic Vocalizations in Rodents

    Ultrasonic vocalizations studies in rodents have increasingly drawn researchers attention as it have been considered a powerful tool to understand the animals behavior and their interactions in different soci...

    Diogo Pessoa, Lorena Petrella… in XV Mediterranean Conference on Medical and… (2020)

  6. No Access

    Chapter and Conference Paper

    Eye Scan Ultrasound System for Automatic Cataract Detection: From a Preclinical to a Clinical Prototype

    Cataract is a pathology associated to the loss of the normal lens transparency, and its progression can result in a total loss of vision. The gold standard diagnostic method consists on qualitative observation...

    Lorena Petrella, Marco Gomes… in XV Mediterranean Conference on Medical and… (2020)