Despina Kontos
Dominican College of Blauvelt(US)
Publications by Year
Research Areas
Radiomics and Machine Learning in Medical Imaging, AI in cancer detection, Digital Radiography and Breast Imaging, Medical Imaging Techniques and Applications, MRI in cancer diagnosis
Most-Cited Works
- → Estimation of breast percent density in raw and processed full field digital mammography images via adaptive fuzzy c‐means clustering and support vector machine segmentation(2012)211 cited
- → Variation in Mammographic Breast Density Assessments Among Radiologists in Clinical Practice(2016)198 cited
- → Screening Outcomes Following Implementation of Digital Breast Tomosynthesis in a General-Population Screening Program(2014)191 cited
- → Beyond breast density: a review on the advancing role of parenchymal texture analysis in breast cancer risk assessment(2016)158 cited
- → Identification of Intrinsic Imaging Phenotypes for Breast Cancer Tumors: Preliminary Associations with Gene Expression Profiles(2014)152 cited
- → Role of texture analysis in breast MRI as a cancer biomarker: A review(2018)148 cited
- → Background parenchymal enhancement on breast MRI: A comprehensive review(2019)126 cited
- → Preliminary evaluation of the publicly available Laboratory for Breast Radiodensity Assessment (LIBRA) software tool: comparison of fully automated area and volumetric density measures in a case–control study with digital mammography(2015)117 cited
- → Parenchymal texture analysis in digital mammography: A fully automated pipeline for breast cancer risk assessment(2015)114 cited
- → The use of the Gail model, body mass index and SNPs to predict breast cancer among women with abnormal (BI-RADS 4) mammograms(2015)114 cited