| A deep learning methodology for improved breast cancer diagnosis using multiparametric MRI Q Hu, HM Whitney, ML Giger Scientific Reports 10 (1), 1-11, 2020 | 162 | 2020 |
| Comparison of Breast MRI Tumor Classification Using Human-Engineered Radiomics, Transfer Learning From Deep Convolutional Neural Networks, and Fusion Methods HM Whitney, H Li, Y Ji, P Liu, ML Giger Proceedings of the IEEE 108 (1), 163-177, 2019 | 72 | 2019 |
| Additive benefit of radiomics over size alone in the distinction between benign lesions and luminal A cancers on a large clinical breast MRI dataset HM Whitney, NS Taylor, K Drukker, AV Edwards, J Papaioannou, ... Academic radiology 26 (2), 202-209, 2019 | 56 | 2019 |
| Harmonization of radiomic features of breast lesions across international DCE-MRI datasets HM Whitney, H Li, Y Ji, P Liu, ML Giger Journal of Medical Imaging 7 (1), 012707-012707, 2020 | 40 | 2020 |
| Improved classification of benign and malignant breast lesions using deep feature maximum intensity projection MRI in breast cancer diagnosis using dynamic contrast-enhanced MRI Q Hu, HM Whitney, H Li, Y Ji, P Liu, ML Giger Radiology: Artificial Intelligence 3 (3), 2021 | 39 | 2021 |
| Toward fairness in artificial intelligence for medical image analysis: identification and mitigation of potential biases in the roadmap from data collection to model deployment K Drukker, W Chen, J Gichoya, N Gruszauskas, J Kalpathy-Cramer, ... Journal of Medical Imaging 10 (6), 061104-061104, 2023 | 34 | 2023 |
| Optimization of MAGIC gel formulation for three-dimensional radiation therapy dosimetry JJ Luci, HM Whitney, JC Gore Physics in Medicine & Biology 52 (10), N241, 2007 | 29 | 2007 |
| Radiomics methodology for breast cancer diagnosis using multiparametric magnetic resonance imaging Q Hu, HM Whitney, ML Giger Journal of medical imaging 7 (4), 044502-044502, 2020 | 27 | 2020 |
| Transfer Learning in 4D for Breast Cancer Diagnosis using Dynamic Contrast-Enhanced Magnetic Resonance Imaging Q Hu, HM Whitney, ML Giger arXiv preprint arXiv:1911.03022, 2019 | 9 | 2019 |
| Sequestration of imaging studies in MIDRC: a multi-institutional data commons N Baughan, HM Whitney, K Drukker, B Sahiner, T Hu, M McNitt-Gray, ... Medical Imaging 2022: Image Perception, Observer Performance, and Technology …, 2022 | 8 | 2022 |
| Effect of biopsy on the MRI radiomics classification of benign lesions and luminal A cancers HM Whitney, K Drukker, A Edwards, J Papaioannou, ML Giger Journal of Medical Imaging 6 (3), 031408, 2019 | 8 | 2019 |
| Effect of biopsy on the MRI radiomics classification of benign lesions and luminal A cancers HM Whitney, K Drukker, A Edwards, J Papaioannou, ML Giger 14th International Workshop on Breast Imaging (IWBI 2018) 10718, 107180H, 2018 | 8 | 2018 |
| Robustness of radiomic breast features of benign lesions and luminal A cancers across MR magnet strengths HM Whitney, K Drukker, A Edwards, J Papaioannou, ML Giger Medical Imaging 2018: Computer-Aided Diagnosis 10575, 59-66, 2018 | 8 | 2018 |
| Radial forcing and Edgar Allan Poe's lengthening pendulum M McMillan, D Blasing, HM Whitney American Journal of Physics 81 (9), 682-687, 2013 | 8 | 2013 |
| Magnetization transfer proportion: a simplified measure of dose response for polymer gel dosimetry HM Whitney, DF Gochberg, JC Gore Physics in Medicine & Biology 53 (24), 7107, 2008 | 8 | 2008 |
| Differences in molecular subtype reference standards impact AI-based breast cancer classification with dynamic contrast-enhanced MRI Y Ji, HM Whitney, H Li, P Liu, ML Giger, X Zhang Radiology 307 (1), e220984, 2023 | 7 | 2023 |
| Repeatability profiles towards consistent sensitivity and specificity levels for machine learning on breast DCE-MRI A Van Dusen, M Vieceli, K Drukker, H Abe, ML Giger, HM Whitney Medical Imaging 2020: Image Perception, Observer Performance, and Technology …, 2020 | 7 | 2020 |
| Radiomics and deep learning of diffusion-weighted MRI in the diagnosis of breast cancer Q Hu, HM Whitney, A Edwards, J Papaioannou, ML Giger Medical Imaging 2019: Computer-Aided Diagnosis 10950, 1076-1082, 2019 | 7 | 2019 |
| Case-based diagnostic classification repeatability using radiomic features extracted from full-field digital mammography images of breast lesions P Amstutz, K Drukker, H Li, H Abe, ML Giger, HM Whitney Medical Imaging 2021: Computer-Aided Diagnosis 11597, 217-222, 2021 | 6 | 2021 |
| Multi-Stage Harmonization for Robust AI across Breast MR Databases HM Whitney, H Li, Y Ji, P Liu, ML Giger Cancers 13 (19), 4809, 2021 | 6 | 2021 |
Maryellen GigerUniversity of ChicagoZweryfikowany adres z uchicago.edu
