Most recently, I became recipient of a Newton Fund project in collaboration with Universidad Nacional Autonoma de México (UNAM), Centro de Computación Avanzada y Visión (CECAV), led by Prof. Boris Escalante. In this project, we are exploring methods based on computer vision, deep learning and human-computer interaction to develop an accessible system for early detection of cardiovascular diseases in partnership with hospitals and clinics in Mexico City. Other relevant experiences include being Associate Editor of IEEE Transactions on Neural Networks and Learning Systems, being reviewer and topic editor for multiple other journals, and leading the cluster of Machine Learning and Data Science from Red Global MX, which is an association composed of high-skilled Mexicans living in the UK.
Research Interests
- Pattern Recognition
- Computer Vision
- Medical Image Analysis
- Document Image Analysis
- Graph Representations
- Machine Learning
- Data Science
- Natural Language Processing
Memberships
- Associate Editor of IEEE TNNLS journal (IF: 10.451).
- Topic Editor of MDPI Electronics journal (IF: 2.412).
- Review Editor of Frontiers in Imaging.
- Reviewer of MDPI Eng journal.
- Academic Coordinator, Red Global MX (Network of Mexican Talents in the UK).
- Regional Coordinator (Scotland and Northern Ireland) of the Society of Mexican Students in the UK (MexSOC).
- Member of the Social Robotics Research Team, Reasoning for Complexity Interdisciplinary Research Group (R4C-IRG), Institute for the Future of Education, Tec de Monterrey, Mexico.
- Collaborator in the Childhood Obesity in MexicO (COMO) project.
PhD Studentships
ONGOING
Principal Supervisor
- 2021-2025 (projected): Student's Name: Regina Ofori-Boateng. Title: Automating systematic literature reviews with artificial intelligence. Supervisory Team: Prof Nirmalie Wiratunga (RGU), Dr Magaly Aceves-Martins (University of Aberdeen).
Second Supervisor
- 2019-2013 (projected): Student's Name: Laura Jamieson. Title: An active deep learning framework for digitising complex engineering diagrams. Supervisory Team: Prof Eyad Elyan (RGU).
- 2022-2026 (projected): Student's Name: Craig Pirie. Title: Explaining anomalies in multi-variable time-series sensor data. Supervisory Team: Prof Nirmalie Wiratunga, Dr Anjana Wijekoon (RGU).
- 2023-2026 (projected): Student's Name: Ikenna Ekeke. Title: Processing and Analysing Engineering Drawings from Architecture. Supervisory Team: Prof Eyad Elyan.
- 2023-2026 (projected): Student's Name: Mehrnaz Taheri. Title: Multi-modal breast cancer detection. Supervisory Team: Prof Radhakrishna Prabhu (School of Engineering, RGU), Dr Carlos Fernandez (School of Pharmacy and Life Sciences, RGU).