João Manuel R. S. Tavares

Research interests

Publications

• A multi-head attention-based transformer model for traffic flow forecasting with a comparative analysis to recurrent neural networks

  Expert Systems with Applications · 2022 · https://doi.org/10.1016/j.eswa.2022.117275

• Deep-learning framework to detect lung abnormality – A study with chest X-Ray and lung CT scan images

  Pattern Recognition Letters · 2019 · https://doi.org/10.1016/j.patrec.2019.11.013

• Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support

  Lecture notes in computer science · 2018 · https://doi.org/10.1007/978-3-030-00889-5

• Medical cyber-physical systems: A survey

  Journal of Medical Systems · 2018 · https://doi.org/10.1007/s10916-018-0921-x

• Medical image registration: a review

  Computer Methods in Biomechanics & Biomedical Engineering · 2012 · https://doi.org/10.1080/10255842.2012.670855

• A review of algorithms for medical image segmentation and their applications to the female pelvic cavity

  Computer Methods in Biomechanics & Biomedical Engineering · 2009 · https://doi.org/10.1080/10255840903131878

Current projects

No projects listed.