Karen Drukker
University of Chicago
H-index: 39
North America-United States
Top articles of Karen Drukker
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
MIDRC-MetricTree: a decision tree-based tool for recommending performance metrics in artificial intelligence-assisted medical image analysis | Journal of Medical Imaging | Karen Drukker Berkman Sahiner Tingting Hu Grace Hyun Kim Heather M Whitney | 2024/3/1 |
Role of sureness in evaluating AI/CADx: Lesion‐based repeatability of machine learning classification performance on breast MRI | Medical Physics | Heather M Whitney Karen Drukker Michael Vieceli Amy Van Dusen Michelle de Oliveira | 2024/3 |
AI and machine learning in medical imaging: key points from development to translation | Ravi K Samala Karen Drukker Amita Shukla-Dave Heang-Ping Chan Berkman Sahiner | 2024/4/29 | |
Best Practices for Artificial Intelligence and Machine Learning for Computer-Aided Diagnosis in Medical Imaging | Journal of the American College of Radiology | Daniel Vergara Samuel G Armato III Lubomir Hadjiiski Karen Drukker | 2024/2/1 |
Automating tumor segmentation and tumor enhancement quantification of I-SPY2 data | Arden Frantzen Heather M Whitney Hui Li Karen Drukker Alexandra Edwards | 2024/4/3 | |
Artificial intelligence in medicine: mitigating risks and maximizing benefits via quality assurance, quality control, and acceptance testing | Usman Mahmood Amita Shukla-Dave Heang-Ping Chan Karen Drukker Ravi K Samala | 2024/1/1 | |
Radiomics and quantitative multi-parametric MRI for predicting uterine fibroid growth | Karen Drukker Milica Medved Carla Harmath Maryellen L Giger Obianuju S Madueke-Laveaux | 2024/4/3 | |
AI in imaging and therapy: innovations, ethics, and impact–introductory editorial | The British Journal of Radiology | Issam El Naqa Karen Drukker | 2023/10/1 |
Special Section Editorial: Artificial Intelligence for Medical Imaging in Clinical Practice | Claudia Mello-Thoms Karen Drukker Sian Taylor-Phillips Khan Iftekharuddin Marios Gavrielides | 2023 | |
Generalizations of the Jaccard index and Sørensen index for assessing agreement across multiple readers in object detection and instance segmentation in biomedical imaging | Journal of Medical Imaging | Madeleine S Durkee Kyle Lleras Karen Drukker Junting Ai Thao Cao | 2023/11/1 |
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 … | Karen Drukker Berkman Sahiner Tingting Hu Grace Hyun Kim Heather M Whitney | 2023/4/3 | |
AI in medical imaging grand challenges: translation from competition to research benefit and patient care | Samuel G Armato Karen Drukker Lubomir Hadjiiski | 2023/10/1 | |
U-Net breast lesion segmentations for breast dynamic contrast-enhanced magnetic resonance imaging | Journal of Medical Imaging | Lindsay Douglas Roma Bhattacharjee Jordan Fuhrman Karen Drukker Qiyuan Hu | 2023/11/1 |
Longitudinal robustness of a thoracic radiographic AI model for COVID-19 severity prediction | Karen Drukker Hui Li Maryellen L Giger | 2023/4/3 | |
Sequestration of imaging studies in MIDRC: stratified sampling to balance demographic characteristics of patients in a multi-institutional data commons | Journal of Medical Imaging | Natalie Baughan Heather M Whitney Karen Drukker Berkman Sahiner Tingting Hu | 2023/11/1 |
Investigation of demographic implicit discrimination and disparate impact in chest radiography image-based AI for COVID-19 severity prediction | Heather M Whitney Hui Li Karen Drukker Michael Reeve Maryellen L Giger | 2023/4/3 | |
Predicting intensive care need for COVID-19 patients using deep learning on chest radiography | Journal of Medical Imaging | Hui Li Karen Drukker Qiyuan Hu Heather M Whitney Jordan D Fuhrman | 2023/8 |
Toward fairness in artificial intelligence for medical image analysis: identification and mitigation of potential biases in the roadmap from data collection to model deployment | Journal of Medical Imaging | Karen Drukker Weijie Chen Judy Gichoya Nicholas Gruszauskas Jayashree Kalpathy-Cramer | 2023/11/1 |
A competition, benchmark, code, and data for using artificial intelligence to detect lesions in digital breast tomosynthesis | JAMA Network Open | Nicholas Konz Mateusz Buda Hanxue Gu Ashirbani Saha Jichen Yang | 2023/2/1 |
Grand Challenges | IEEE Pervasive Computing | Sarah Clinch Stephen Intille | 2022/7/1 |
