Joan Manuel Amaya Cuesta
Academic and research departments
Centre for Vision, Speech and Signal Processing (CVSSP), 糖心Vlog Institute for People-Centred Artificial Intelligence (PAI).About
My research project
Application of Artificial Intelligence for the Research of Lyssavirus Infection and Analysis of Lyssavirus-Host InteractionsRabies is a fatal encephalitis that causes thousands of deaths every year in endemic countries. One of biology鈥檚 most intriguing unanswered questions is the host restriction of lyssaviruses, the viral genus responsible for rabies. To tackle this, I鈥檓 applying artificial intelligence to analyse and elucidate the genetic fingerprints of lyssaviruses, aiming to uncover the mechanisms behind their host specificity.
As part of this project, I鈥檓 generating unique datasets from infected cell cultures and tissues, providing unprecedented insights into viral behaviour. Beyond advancing our understanding of lyssavirus biology, this work has the critical real-world application of combating rabies, which remains a major public health concern in endemic countries.
By bridging AI and virology, this project seeks to contribute to both scientific discovery and global health efforts.
Supervisors
Rabies is a fatal encephalitis that causes thousands of deaths every year in endemic countries. One of biology鈥檚 most intriguing unanswered questions is the host restriction of lyssaviruses, the viral genus responsible for rabies. To tackle this, I鈥檓 applying artificial intelligence to analyse and elucidate the genetic fingerprints of lyssaviruses, aiming to uncover the mechanisms behind their host specificity.
As part of this project, I鈥檓 generating unique datasets from infected cell cultures and tissues, providing unprecedented insights into viral behaviour. Beyond advancing our understanding of lyssavirus biology, this work has the critical real-world application of combating rabies, which remains a major public health concern in endemic countries.
By bridging AI and virology, this project seeks to contribute to both scientific discovery and global health efforts.
ResearchResearch interests
Lyssavirus, Rabies, Artificial Intelligence, Coronavirus, Canine Distemper Virus, Bioinformatics, Virology
Research interests
Lyssavirus, Rabies, Artificial Intelligence, Coronavirus, Canine Distemper Virus, Bioinformatics, Virology