معرفی
Gustavo Sudre, PhD, is the Rosetrees Pears Chair of Bioinformatics and a Professor of Genomic Neuroimaging and Artificial Intelligence at the Institute of Psychiatry, Psychology & Neuroscience of King's College London. He specializes in integrating neuroimaging, genomics, and machine learning to study neurodevelopmental disorders like ADHD and ASD, with a focus on identifying neural and genomic biomarkers.
- Education: PhD in Neural Computation and Machine Learning (Carnegie Mellon University), MS in Bioengineering (University of Pittsburgh), BS in Computer Science (University of Kansas, summa cum laude)
His research leverages large-scale neuroimaging datasets (fMRI, MEG, EEG) and bioinformatics approaches to uncover biological mechanisms underlying psychiatric conditions, aiming for clinical translation. At NIH's National Human Genome Research Institute, he developed novel machine learning frameworks for ADHD biomarker discovery.
- Key Collaborations: Long-standing partnership with Professor Philip Shaw on childhood ADHD
- Institutions: Affiliate of the King’s Institute for Artificial Intelligence, contributor to the Pears Maudsley Centre for Children and Young People
Scientific Awards:
- NHGRI Intramural Research Award
Dr. Sudre has taught machine learning at NIH and created neuroimaging tutorials for institutions like the University of Aarhus, bridging computational methods with clinical applications.
