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ORCIDAhmed Ashraf 0001
Person information
- affiliation: University of Manitoba, Winnipeg, MB, Canada
Other persons with the same name
- Ahmed Ashraf — disambiguation page
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Journal Articles
- 2025
[j17]Muhammad Tahir, Shehroz S. Khan, James R. Davie, Soichiro Yamanaka, Ahmed Ashraf
:
LOCO-EPI: Leave-one-chromosome-out (LOCO) as a benchmarking paradigm for deep learning based prediction of enhancer-promoter interactions. Appl. Intell. 55(1): 71 (2025)- [j16]Tara Saeidi, Babak Mehran, Ahmed Ashraf:
Inference of Transit Alighting From Automatic Boarding Count Data: A Double DQN Clustering. IEEE Trans. Intell. Transp. Syst. 26(6): 8209-8218 (2025) - 2024
- [j15]Muhammad Tahir, Mahboobeh Norouzi, Shehroz S. Khan, James R. Davie, Soichiro Yamanaka, Ahmed Ashraf:
Artificial intelligence and deep learning algorithms for epigenetic sequence analysis: A review for epigeneticists and AI experts. Comput. Biol. Medicine 183: 109302 (2024) - [j14]Mahboobeh Norouzi, Shehroz S. Khan, Ahmed Ashraf:
VolPAM: Volumetric Phenotype-Activation-Map for data-driven discovery of 3D imaging phenotypes and interpretability. Neural Comput. Appl. 36(6): 2961-2972 (2024) - [j13]Andrés F. Pérez, Pooneh Maghoul, Ahmed Ashraf:
A deep learning approach to satellite image time series coregistration through alignment of road networks. Neural Comput. Appl. 36(7): 3583-3593 (2024) - 2022
- [j12]Sara Mantach, Puneet Gill, Derek R. Oliver, Ahmed Ashraf, Behzad Kordi:
An interpretable CNN model for classification of partial discharge waveforms in 3D-printed dielectric samples with different void sizes. Neural Comput. Appl. 34(14): 11739-11750 (2022) - 2021
- [j11]Vahab Khoshdel, Mohhamad Asefi, Ahmed Ashraf, Joe LoVetri:
A multi-branch deep convolutional fusion architecture for 3D microwave inverse scattering: stored grain application. Neural Comput. Appl. 33(20): 13467-13479 (2021) - 2020
- [j10]Vahab Khoshdel, Mohammad Asefi, Ahmed Ashraf, Joe LoVetri:
Full 3D Microwave Breast Imaging Using a Deep-Learning Technique. J. Imaging 6(8): 80 (2020) - 2019
- [j9]Babak Taati, Shun Zhao, Ahmed Bilal Ashraf, Azin Asgarian, M. Erin Browne, Kenneth M. Prkachin, Alex Mihailidis, Thomas Hadjistavropoulos:
Algorithmic Bias in Clinical Populations - Evaluating and Improving Facial Analysis Technology in Older Adults With Dementia. IEEE Access 7: 25527-25534 (2019) - [j8]Vahab Khoshdel, Ahmed Ashraf, Joe LoVetri:
Enhancement of Multimodal Microwave-Ultrasound Breast Imaging Using a Deep-Learning Technique. Sensors 19(18): 4050 (2019) - 2016
- [j7]Ahmed Bilal Ashraf, Babak Taati:
Automated Video Analysis of Handwashing Behavior as a Potential Marker of Cognitive Health in Older Adults. IEEE J. Biomed. Health Informatics 20(2): 682-690 (2016) - 2015
- [j6]Majid Mahrooghy, Ahmed Bilal Ashraf, Dania Daye, Elizabeth S. McDonald, Mark Rosen, Carolyn Mies, Michael D. Feldman, Despina Kontos:
Pharmacokinetic Tumor Heterogeneity as a Prognostic Biomarker for Classifying Breast Cancer Recurrence Risk. IEEE Trans. Biomed. Eng. 62(6): 1585-1594 (2015) - 2013
- [j5]Simon Lucey, Rajitha Navarathna, Ahmed Bilal Ashraf, Sridha Sridharan:
Fourier Lucas-Kanade Algorithm. IEEE Trans. Pattern Anal. Mach. Intell. 35(6): 1383-1396 (2013) - [j4]Simon Lucey, Ahmed Bilal Ashraf:
Nearest neighbor classifier generalization through spatially constrained filters. Pattern Recognit. 46(1): 325-331 (2013) - [j3]Ahmed Bilal Ashraf, Sara Gavenonis, Dania Daye, Carolyn Mies, Mark A. Rosen, Despina Kontos:
A Multichannel Markov Random Field Framework for Tumor Segmentation With an Application to Classification of Gene Expression-Based Breast Cancer Recurrence Risk. IEEE Trans. Medical Imaging 32(4): 637-648 (2013) - 2010
- [j2]Ahmed Bilal Ashraf, Simon Lucey, Tsuhan Chen:
Reinterpreting the Application of Gabor Filters as a Manipulation of the Margin in Linear Support Vector Machines. IEEE Trans. Pattern Anal. Mach. Intell. 32(7): 1335-1341 (2010) - 2009
- [j1]Ahmed Bilal Ashraf, Simon Lucey, Jeffrey F. Cohn, Tsuhan Chen, Zara Ambadar, Kenneth M. Prkachin, Patricia E. Solomon:
The painful face - Pain expression recognition using active appearance models. Image Vis. Comput. 27(12): 1788-1796 (2009)
Conference and Workshop Papers
- 2025
- [c18]Shehroz S. Khan, Petar Przulj, Ahmed Ashraf, Ali Abedi:
ChestGPT: Integrating Large Language Models and Vision Transformers for Disease Detection and Localization in Chest X-Rays. ICVGIP 2025: 23:1-23:8 - 2024
- [c17]Muhammad Tahir, Shehroz Khan, James R. Davie, Soichiro Yamanaka, Ahmed Ashraf:
TransformerChrome: Transformer-based Model for Prediction of Gene Expression from Histone Modifications. Canadian AI 2024 - 2021
- [c16]Shehroz S. Khan, Faraz Khoshbakhtian, Ahmed Bilal Ashraf:
Anomaly Detection Approach to Identify Early Cases in a Pandemic using Chest X-rays. Canadian AI 2021 - [c15]Sara Mantach, Hamed Janani, Ahmed Ashraf, Behzad Kordi:
Classification of Partial Discharge Signals Using 1D Convolutional Neural Networks. CCECE 2021: 1-5 - 2019
- [c14]Azin Asgarian, Shun Zhao, Ahmed Bilal Ashraf, M. Erin Browne, Kenneth M. Prkachin, Alex Mihailidis, Thomas Hadjistavropoulos, Babak Taati:
Limitations and Biases in Facial Landmark Detection D An Empirical Study on Older Adults with Dementia. CVPR Workshops 2019: 28-36 - [c13]Ahmed Ashraf, Anqi Yang, Babak Taati:
Pain Expression Recognition Using Occluded Faces. FG 2019: 1-5 - 2017
- [c12]Babak Taati, Pranay Lohia, Avril Mansfield, Ahmed Bilal Ashraf:
Video analysis of "YouTube funnies" to aid the study of human gait and falls - preliminary results and proof of concept. EMBC 2017: 1178-1181 - [c11]Azin Asgarian, Ahmed Bilal Ashraf, David J. Fleet, Babak Taati:
Subspace selection to suppress confounding source domain information in AAM transfer learning. IJCB 2017: 456-463 - 2015
- [c10]Ning Yu, Jia Wu, Susan P. Weinstein, Bilwaj Gaonkar, Brad M. Keller, Ahmed Bilal Ashraf, YunQing Jiang, Christos Davatzikos, Emily F. Conant, Despina Kontos:
A superpixel-based framework for automatic tumor segmentation on breast DCE-MRI. Computer-Aided Diagnosis 2015: 94140O - [c9]Jia Wu, Yangming Ou, Susan P. Weinstein, Emily F. Conant, Ning Yu, Vahid Hoshmand, Brad M. Keller, Ahmed Bilal Ashraf, Mark Rosen, Angela DeMichele, Christos Davatzikos, Despina Kontos:
Quantification of tumor changes during neoadjuvant chemotherapy with longitudinal breast DCE-MRI registration. Computer-Aided Diagnosis 2015: 94141Z - 2014
- [c8]Majid Mahrooghy, Ahmed Bilal Ashraf, Dania Daye, Carolyn Mies, Mark Rosen, Michael D. Feldman, Despina Kontos:
Sparse representation of multi parametric DCE-MRI features using K-SVD for classifying gene expression based breast cancer recurrence risk. Computer-Aided Diagnosis 2014: 90350X - 2013
- [c7]Majid Mahrooghy, Ahmed Bilal Ashraf, Dania Daye, Carolyn Mies, Michael D. Feldman, Mark Rosen, Despina Kontos:
Heterogeneity Wavelet Kinetics from DCE-MRI for Classifying Gene Expression Based Breast Cancer Recurrence Risk. MICCAI (2) 2013: 295-302 - 2012
- [c6]Ahmed Bilal Ashraf, Lilie Lin, Sara C. Gavenonis, Carolyn Mies, Eric Xanthopoulos, Despina Kontos:
Predicting axillary lymph node metastasis from kinetic statistics of DCE-MRI breast images. Computer-Aided Diagnosis 2012: 831525 - 2011
- [c5]Ahmed Bilal Ashraf, Sara Gavenonis, Dania Daye, Carolyn Mies, Michael D. Feldman, Mark Rosen, Despina Kontos:
A Multichannel Markov Random Field Approach for Automated Segmentation of Breast Cancer Tumor in DCE-MRI Data Using Kinetic Observation Model. MICCAI (3) 2011: 546-553 - 2010
- [c4]Ahmed Bilal Ashraf, Simon Lucey, Tsuhan Chen:
Fast image alignment in the Fourier domain. CVPR 2010: 2480-2487 - [c3]Wei Yu, Ahmed Bilal Ashraf, Yao-Jen Chang, Congcong Li, Tsuhan Chen:
3D augmented Markov random field for object recognition. ICIP 2010: 3889-3892 - 2008
- [c2]Ahmed Bilal Ashraf, Simon Lucey, Tsuhan Chen:
Learning patch correspondences for improved viewpoint invariant face recognition. CVPR 2008 - 2007
- [c1]Ahmed Bilal Ashraf, Simon Lucey, Jeffrey F. Cohn, Tsuhan Chen, Zara Ambadar, Kenneth M. Prkachin, Patty Solomon, Barry-John Theobald:
The painful face: pain expression recognition using active appearance models. ICMI 2007: 9-14
Informal and Other Publications
- 2025
- [i9]Muhammad Tahir, Shehroz S. Khan, James R. Davie, Soichiro Yamanaka, Ahmed Ashraf:
LOCO-EPI: Leave-one-chromosome-out (LOCO) as a benchmarking paradigm for deep learning based prediction of enhancer-promoter interactions. CoRR abs/2504.00306 (2025) - [i8]Muhammad Tahir, Mahboobeh Norouzi, Shehroz S. Khan, James R. Davie, Soichiro Yamanaka, Ahmed Ashraf:
Artificial Intelligence and Deep Learning Algorithms for Epigenetic Sequence Analysis: A Review for Epigeneticists and AI Experts. CoRR abs/2504.03733 (2025) - [i7]Shehroz S. Khan, Petar Przulj, Ahmed Ashraf, Ali Abedi:
ChestGPT: Integrating Large Language Models and Vision Transformers for Disease Detection and Localization in Chest X-Rays. CoRR abs/2507.03739 (2025) - 2020
- [i6]Faraz Khoshbakhtian, Ahmed Bilal Ashraf, Shehroz S. Khan:
COVIDomaly: A Deep Convolutional Autoencoder Approach for Detecting Early Cases of COVID-19. CoRR abs/2010.02814 (2020) - 2019
- [i5]Azin Asgarian, Shun Zhao, Ahmed Bilal Ashraf, M. Erin Browne, Kenneth M. Prkachin, Alex Mihailidis, Thomas Hadjistavropoulos, Babak Taati:
Limitations and Biases in Facial Landmark Detection - An Empirical Study on Older Adults with Dementia. CoRR abs/1905.07446 (2019) - 2018
- [i4]Azin Asgarian, Parinaz Sobhani, Ji Chao Zhang, Madalin Mihailescu, Ariel Sibilia, Ahmed Bilal Ashraf, Babak Taati:
A Hybrid Instance-based Transfer Learning Method. CoRR abs/1812.01063 (2018) - [i3]Ahmed Ashraf, Shehroz S. Khan, Nikhil Bhagwat, M. Mallar Chakravarty, Babak Taati:
Learning to Unlearn: Building Immunity to Dataset Bias in Medical Imaging Studies. CoRR abs/1812.01716 (2018) - 2017
- [i2]Azin Asgarian, Ahmed Bilal Ashraf, David J. Fleet, Babak Taati:
Subspace Selection to Suppress Confounding Source Domain Information in AAM Transfer Learning. CoRR abs/1708.08508 (2017) - 2016
- [i1]Babak Taati, Pranay Lohia, Avril Mansfield, Ahmed Bilal Ashraf:
Video Analysis of "YouTube Funnies" to Aid the Study of Human Gait and Falls - Preliminary Results and Proof of Concept. CoRR abs/1610.08400 (2016)
Coauthor Index
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