| The painful face: Pain expression recognition using active appearance models AB Ashraf, S Lucey, JF Cohn, T Chen, Z Ambadar, K Prkachin, P Solomon, ... Proceedings of the 9th international conference on Multimodal interfaces, 9-14, 2007 | 565 | 2007 |
| Investigating Spontaneous Facial Action Recognition through AAM Representations of the Face S Lucey Face Recognition/I-Tech Education and Publishing 275, 2007 | 227 | 2007 |
| Identification of intrinsic imaging phenotypes for breast cancer tumors: preliminary associations with gene expression profiles AB Ashraf, D Daye, S Gavenonis, C Mies, M Feldman, M Rosen, D Kontos Radiology 272 (2), 374-384, 2014 | 163 | 2014 |
| Learning patch correspondences for improved viewpoint invariant face recognition AB Ashraf, S Lucey, T Chen 2008 IEEE Conference on Computer Vision and Pattern Recognition, 1-8, 2008 | 147 | 2008 |
| Fourier Lucas-Kanade Algorithm S Lucey, R Navarathna, AB Ashraf, S Sridharan Pattern Analysis and Machine Intelligence, IEEE Transactions on, 2012 | 86 | 2012 |
| A Multichannel Markov Random Field Framework for Tumor Segmentation with an Application to Classification of Gene Expression-based Breast Cancer Recurrence Risk AB Ashraf, S Gavenonis, D Daye, C ,Mies, M Feldman, MA Rosen, ... Medical Imaging, IEEE Transactions on, 2012 | 83 | 2012 |
| Breast DCE-MRI kinetic heterogeneity tumor markers: preliminary associations with neoadjuvant chemotherapy response A Ashraf, B Gaonkar, C Mies, A DeMichele, M Rosen, C Davatzikos, ... Translational oncology 8 (3), 154-162, 2015 | 68 | 2015 |
| Full 3D microwave breast imaging using a deep-learning technique V Khoshdel, M Asefi, A Ashraf, J LoVetri Journal of Imaging 6 (8), 80, 2020 | 67 | 2020 |
| Reinterpreting the application of Gabor filters as a manipulation of the margin in linear support vector machines AB Ashraf, S Lucey, T Chen IEEE transactions on pattern analysis and machine intelligence 32 (7), 1335-1341, 2010 | 64 | 2010 |
| Algorithmic bias in clinical populations—evaluating and improving facial analysis technology in older adults with dementia B Taati, S Zhao, AB Ashraf, A Asgarian, ME Browne, KM Prkachin, ... IEEE access 7, 25527-25534, 2019 | 61 | 2019 |
| Pharmacokinetic tumor heterogeneity as a prognostic biomarker for classifying breast cancer recurrence risk M Mahrooghy, AB Ashraf, D Daye, ES McDonald, M Rosen, C Mies, ... IEEE Transactions on Biomedical Engineering 62 (6), 1585-1594, 2015 | 60 | 2015 |
| Enhancement of multimodal microwave-ultrasound breast imaging using a deep-learning technique V Khoshdel, A Ashraf, J LoVetri Sensors 19 (18), 4050, 2019 | 58 | 2019 |
| Automated video analysis of handwashing behavior as a potential marker of cognitive health in older adults A Ashraf, B Taati IEEE journal of biomedical and health informatics 20 (2), 682-690, 2015 | 42 | 2015 |
| A hybrid instance-based transfer learning method A Asgarian, P Sobhani, JC Zhang, M Mihailescu, A Sibilia, AB Ashraf, ... arXiv preprint arXiv:1812.01063, 2018 | 41 | 2018 |
| Integrative data augmentation with U-Net segmentation masks improves detection of lymph node metastases in breast cancer patients YW Jin, S Jia, AB Ashraf, P Hu Cancers 12 (10), 2934, 2020 | 38 | 2020 |
| Pain in severe dementia: a comparison of a fine‐grained assessment approach to an observational checklist designed for clinical settings T Hadjistavropoulos, ME Browne, KM Prkachin, B Taati, A Ashraf, ... European Journal of Pain 22 (5), 915-925, 2018 | 38 | 2018 |
| Fast image alignment in the Fourier domain AB Ashraf, S Lucey, T Chen 2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010 | 32 | 2010 |
| Deep learning in high voltage engineering: A literature review S Mantach, A Lutfi, H Moradi Tavasani, A Ashraf, A El-Hag, B Kordi Energies 15 (14), 5005, 2022 | 30 | 2022 |
| Heterogeneity wavelet kinetics from DCE-MRI for classifying gene expression based breast cancer recurrence risk M Mahrooghy, AB Ashraf, D Daye, C Mies, M Feldman, M Rosen, ... Medical Image Computing and Computer-Assisted Intervention–MICCAI 2013: 16th …, 2013 | 30 | 2013 |
| Learning to unlearn: Building immunity to dataset bias in medical imaging studies A Ashraf, S Khan, N Bhagwat, M Chakravarty, B Taati arXiv preprint arXiv:1812.01716, 2018 | 29 | 2018 |
Despina KontosProfessor of Radiology, Vice-Chair of AI and Data Science Research, Columbia RadiologyVerified email at cumc.columbia.edu
