Ronald M. Summers
National Institutes of Health(US)National Center for Biotechnology Information(US)National Institutes of Health Clinical Center(US)Imaging Center(US)
Publications by Year
Research Areas
Radiomics and Machine Learning in Medical Imaging, AI in cancer detection, Colorectal Cancer Screening and Detection, Medical Image Segmentation Techniques, COVID-19 diagnosis using AI
Most-Cited Works
- → Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning(2016)5,704 cited
- → Guest Editorial Deep Learning in Medical Imaging: Overview and Future Promise of an Exciting New Technique(2016)1,688 cited
- → The Medical Segmentation Decathlon(2022)1,122 cited
- → Preparing Medical Imaging Data for Machine Learning(2020)926 cited
- → Deep learning in medical imaging and radiation therapy(2018)724 cited
- → A large annotated medical image dataset for the development and evaluation of segmentation algorithms(2019)717 cited