معرفی
Dr. Jake Qualls is an Associate Professor of Bioinformatics at the Computer Science & Mathematics Department, Arkansas State University, within the Beck College of Sciences & Mathematics. His research bridges computational methods with biomedical applications.
Research Interests
Dr. Qualls specializes in Bioinformatics, Artificial Intelligence, and Medical Imaging, with a focus on improving diagnostic accuracy and addressing learning disabilities through computational approaches. His work spans
- AI-driven font optimization for dyslexia
- Lung cancer detection via CT scans
- Emergency room patient classification using X-rays
- Machine learning in genomic analysis
Publications
Dr. Qualls' recent publications (2020-2024) emphasize Transfer Learning, 3D Convolution, and U-Net Architectures applied to medical imaging and genomics, particularly for lung/renal cancer diagnostics, Alzheimer's disease, and dyslexia interventions.
۰مقاله منتشرشده
