Karen Drukker
According to our database1,
Karen Drukker
authored at least 40 papers
between 2002 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2023
Investigation of demographic implicit discrimination and disparate impact in chest radiography image-based AI for COVID-19 severity prediction.
Proceedings of the Medical Imaging 2023: Image Perception, 2023
Assistance tools for the evaluation of machine learning algorithm performance: the decision tree-based tools developed by the Medical Imaging and Data Resource Center (MIDRC) Technology Development Project (TDP) 3c effort.
Proceedings of the Medical Imaging 2023: Image Perception, 2023
Longitudinal robustness of a thoracic radiographic AI model for COVID-19 severity prediction.
Proceedings of the Medical Imaging 2023: Image Perception, 2023
2022
Case-based repeatability and operating point variability of AI: breast lesion classification based on deep transfer learning.
Proceedings of the Medical Imaging 2022: Image Perception, 2022
Proceedings of the Medical Imaging 2022: Image Perception, 2022
2021
Comparison of diagnostic performances, case-based repeatability, and operating sensitivity and specificity in classification of breast lesions using DCE-MRI.
Proceedings of the Medical Imaging 2021: Image Perception, 2021
Role of standard and soft tissue chest radiography images in COVID-19 diagnosis using deep learning.
Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021
Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021
Case-based diagnostic classification repeatability using radiomic features extracted from full-field digital mammography images of breast lesions.
Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021
2020
Repeatability profiles towards consistent sensitivity and specificity levels for machine learning on breast DCE-MRI.
Proceedings of the Medical Imaging 2020: Image Perception, 2020
Case-based repeatability of machine learning classification performance on breast MRI.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
Deep learning predicts breast cancer recurrence in analysis of consecutive MRIs acquired during the course of neoadjuvant chemotherapy.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
2019
Breast MRI radiomics for the pre-treatment prediction of response to neoadjuvant chemotherapy in node-positive breast cancer patients.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019
2018
Robustness of radiomic breast features of benign lesions and luminal A cancers across MR magnet strengths.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
Radiomics for ultrafast dynamic contrast-enhanced breast MRI in the diagnosis of breast cancer: a pilot study.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
Effect of biopsy on the MRI radiomics classification of benign lesions and luminal A cancers.
Proceedings of the 14th International Workshop on Breast Imaging, 2018
2017
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
2016
Identification, segmentation, and characterization of microcalcifications on mammography.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016
Proceedings of the Breast Imaging, 2016
Energy Dependence of Water and Lipid Calibration Materials for Three-Compartment Breast Imaging.
Proceedings of the Breast Imaging, 2016
2014
Roles of biologic breast tissue composition and quantitative image analysis of mammographic images in breast tumor characterization.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014
Compositional Three-Component Breast Imaging of Fibroadenoma and Invasive Cancer Lesions: Pilot Study.
Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014
2013
Quantitative ultrasound image analysis of axillary lymph node status in breast cancer patients.
Int. J. Comput. Assist. Radiol. Surg., 2013
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013
2012
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
2010
A Novel Hybrid Linear/Nonlinear Classifier for Two-Class Classification: Theory, Algorithm, and Applications.
IEEE Trans. Medical Imaging, 2010
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
Proceedings of the Digital Mammography, 2010
2009
Automated Method for Improving System Performance of Computer-Aided Diagnosis in Breast Ultrasound.
IEEE Trans. Medical Imaging, 2009
Principal component analysis, classifier complexity, and robustness of sonographic breast lesion classification.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009
Using three-class BANN classifier in the automated analysis of breast cancer lesions in DCE-MRI.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009
A study of the effect of noise injection on the training of artificial neural networks.
Proceedings of the International Joint Conference on Neural Networks, 2009
2008
Computerized self-assessment of automated lesion segmentation in breast ultrasound: implication for CADx applied to findings in the axilla.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008
2007
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007
The effect of image quality on the appearance of lesions on breast ultrasound: implications for CADx.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
2005
Character recognition and image manipulation for the clinical translation of CAD for breast ultrasound.
Proceedings of the Medical Imaging 2005: Image Processing, 2005
2004
Computerized detection and 3-way classification of breast lesions on ultrasound images.
Proceedings of the Medical Imaging 2004: Image Processing, 2004
2003
Proceedings of the Medical Imaging 2003: Image Processing, 2003
2002
Proceedings of the Medical Imaging 2002: Image Processing, 2002