Thomas P. Karnowski
Oak Ridge National Laboratory(US)
Publications by Year
Research Areas
Retinal Imaging and Analysis, Retinal Diseases and Treatments, Industrial Vision Systems and Defect Detection, Glaucoma and retinal disorders, Image Retrieval and Classification Techniques
Most-Cited Works
- → Deep Machine Learning - A New Frontier in Artificial Intelligence Research [Research Frontier](2010)1,105 cited
- → Optimizing deep learning hyper-parameters through an evolutionary algorithm(2015)419 cited
- → Exudate-based diabetic macular edema detection in fundus images using publicly available datasets(2011)324 cited
- Deep Machine Learning—A New Frontier in Artificial Intelligence Research(2010)
- → Detection of Anatomic Structures in Human Retinal Imagery(2007)228 cited
- → Validating Retinal Fundus Image Analysis Algorithms: Issues and a Proposal(2013)164 cited
- → Automated detection of microaneurysms using scale-adapted blob analysis and semi-supervised learning(2014)112 cited