Research Focus Areas
Methods Areas
- Artificial Intelligence and Machine Learning Theory and Methods: Gari Clifford, Nasim Katebi, Hyeokhyen Kwon, Samaneh Nasiri, Saima Rathore, Matthew Reyna, Reza Sameni, Yun Wang
- Artificial Intelligence and Machine Learning Applications: Selen Bozkurt, Gari Clifford, Nasim Katebi, Hyeokhyen Kwon, Babak Mahmoudi, Samaneh Nasiri, Saima Rathore, Matthew Reyna, Abeed Sarker, Yun Wang
- Bias, Ethics, and Fairness: Selen Bozkurt, Azra Ismail, Hyeokhyen Kwon
- Biostatistics and Bioinformatics: Selen Bozkurt, J. Lucas McKay, Samaneh Nasiri, Matthew Reyna
- Biomedical Signal and Image Processing: Gari Clifford, Nasim Katebi, Babak Mahmoudi, J. Lucas McKay, Samaneh Nasiri, Saima Rathore, Reza Sameni, Yun Wang
- Clinical Research: Selen Bozkurt, Babak Mahmoudi, J. Lucas McKay, Saima Rathore, Yun Wang
- Computer Vision: Hyeokhyen Kwon, J. Lucas McKay, Tony Pan, Yun Wang
- Edge Computing and Tiny Machine Learning: Gari Clifford, Nasim Katebi, Hyeokhyen Kwon, Babak Mahmoudi
- High Performance Computing and Databases: Babak Mahmoudi, Tony Pan, Matthew Reyna,
- Human-Computer Interaction: Azra Ismail, Babak Mahmoudi, Tony Pan
- Natural Language Processing: Selen Bozkurt, Abeed Sarker
Application Areas
- Brain Health: Selen Bozkurt, Gari Clifford, Azra Ismail, Hyeokhyen Kwon, Babak Mahmoudi, J. Lucas McKay, Samaneh Nasiri, Saima Rathore, Yun Wang
- Cancer: Selen Bozkurt, Saima Rathore, Matthew Reyna
- Cardiovascular Disease: Gari Clifford, Qiao Li, Samaneh Nasiri, Babak Mahmoudi, Matthew Reyna, Abeed Sarker
- Global/Public/Rural Health and Social Determinants of Health: Gari Clifford, Azra Ismail, Nasim Katebi, Abeed Sarker
- Maternal-Child Health: Gari Clifford, Azra Ismail, Nasim Katebi, Reza Sameni, Yun Wang
- Pain, Addiction, and Palliative Care: Selen Bozkurt, Abeed Sarker
Education
Graduate study develops advanced computational techniques and strategies that directly impact patient care and clinical and biomedical research.
Facilities
Emory’s investment in big data science shows in our newly renovated custom-designed facilities. Our department has three clusters, joined using state-of-the-art high-performance networking and protected by leading security processes and a specialty machine learning system.