A5076164156- Organ Donation and Transplantation
- Radiomics and Machine Learning in Medical Imaging
- Ocean Acidification Effects and Responses
- Scientific Research and Technology
- COVID-19 diagnosis using AI
- Organ Transplantation Techniques and Outcomes
- Advanced X-ray and CT Imaging
- Palliative Care and End-of-Life Issues
- Global Maternal and Child Health
- Eating Disorders and Behaviors
- Marine and fisheries research
- Marine and coastal ecosystems
Heriot-Watt University
2024
University of Aveiro
2020
Centro Hospitalar do Porto
2012
Santa Casa Hospital
2007
The new COVID-19 virus has proven to be a real threat the humanity. In this work we propose machine learning approach identify cases of infected patients through X-Ray images their lungs. Due scarceness available data and limited computational power, come up with two approaches: i) Build custom Convolutional Neural Network (CNN) from scratch, large set historical not COVID19 pulmonary X-Rays. Tune final layers XRay images; ii) Apply transfer pre-trained CNN models (ResNet, VGG, DenseNet)...
Aim: Eating behavior characterized by eating a large amount of food in limited period time (up to two hours), accompanied feeling loss control over what or how much is eaten, known as Binge Disorder (BED). In December 2019, the Chinese province Wuhan, new type coronavirus was identified patients, atypical pneumonia consisting fever, dry cough and progressive dyspnea. This coronavirus, SARS-CoV-2, has spread rapidly around the world, leading high-impact pandemic worldwide. With...