Sledovať
Shirin (Khadijeh) Saednia
Shirin (Khadijeh) Saednia
Data Scientist
Overená e-mailová adresa na: sri.utoronto.ca
Názov
Citované v
Citované v
Rok
Personalized breast cancer treatments using artificial intelligence in radiomics and pathomics
WT Tran, K Jerzak, FI Lu, J Klein, S Tabbarah, A Lagree, T Wu, ...
Journal of medical imaging and radiation sciences 50 (4), S32-S41, 2019
962019
A review and comparison of breast tumor cell nuclei segmentation performances using deep convolutional neural networks
A Lagree, M Mohebpour, N Meti, K Saednia, FI Lu, E Slodkowska, ...
Scientific Reports 11 (1), 8025, 2021
702021
Machine learning frameworks to predict neoadjuvant chemotherapy response in breast cancer using clinical and pathological features
N Meti, K Saednia, A Lagree, S Tabbarah, M Mohebpour, A Kiss, FI Lu, ...
JCO Clinical Cancer Informatics 5, 66-80, 2021
492021
Quantitative thermal imaging biomarkers to detect acute skin toxicity from breast radiation therapy using supervised machine learning
K Saednia, S Tabbarah, A Lagree, T Wu, J Klein, E Garcia, M Hall, ...
International Journal of Radiation Oncology* Biology* Physics 106 (5), 1071-1083, 2020
392020
Quantitative digital histopathology and machine learning to predict pathological complete response to chemotherapy in breast cancer patients using pre-treatment tumor biopsies
K Saednia, A Lagree, MA Alera, L Fleshner, A Shiner, E Law, B Law, ...
Scientific Reports 12 (1), 9690, 2022
302022
Multi-scale segmentation in GBM treatment using diffusion tensor imaging
R Rahmat, K Saednia, MRHH Khani, M Rahmati, R Jena, SJ Price
Computers in biology and medicine 123, 103815, 2020
162020
A hierarchical self‐attention‐guided deep learning framework to predict breast cancer response to chemotherapy using pre‑treatment tumor biopsies
K Saednia, WT Tran, A Sadeghi‑Naini
Medical Physics 50 (12), 7852-7864, 2023
82023
A cascaded deep learning framework for segmentation of nuclei in digital histology images
K Saednia, WT Tran, A Sadeghi-Naini
2022 44th Annual International Conference of the IEEE Engineering in …, 2022
82022
An attention-guided deep neural network for annotating abnormalities in chest x-ray images: visualization of network decision basis
K Saednia, A Jalalifar, S Ebrahimi, A Sadeghi-Naini
2020 42nd Annual International Conference of the IEEE Engineering in …, 2020
42020
Predicting patterns of distant metastasis in breast cancer patients following local regional therapy using machine learning
A Shiner, A Kiss, K Saednia, KJ Jerzak, S Gandhi, FI Lu, U Emmenegger, ...
Genes 14 (9), 1768, 2023
32023
Automatic characterization of breast lesions using multi-scale attention-guided deep learning of digital histology images
K Saednia, WT Tran, A Sadeghi-Naini
Computer Methods in Biomechanics and Biomedical Engineering: Imaging …, 2023
32023
A review and comparison of breast tumor cell nuclei segmentation performances using deep convolutional neural networks, Sci. Rep. 11 (2021) 8025
A Lagree, M Mohebpour, N Meti, K Saednia, FI Lu, E Slodkowska, ...
3
Machine Learning and Digital Histopathology Analysis for Tissue Characterization and Treatment Response Prediction in Breast Cancer
KS Saednia
2023
Thermoradiomic Markers of Radiation-Induced Skin Toxicity: Updated Results of a Phase II Study
K Saednia, S Tabbarah, A Lagree, T Wu, J Klein, E Garcia, M Hall, ...
Journal of Medical Imaging and Radiation Sciences 51 (3), S3, 2020
2020
Systém momentálne nemôže vykonať operáciu. Skúste to neskôr.
Články 1–14