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Impact of Tumour Segmentation Accuracy on Efficacy of Quantitative MRI Biomarkers of Radiotherapy Outcome in Brain Metastasis.
Cancers (Basel). 2022 Oct 20;14(20):5133. doi: 10.3390/cancers14205133.
Cancers (Basel). 2022.
PMID: 36291917
Free PMC article.
Deep learning of quantitative ultrasound multi-parametric images at pre-treatment to predict breast cancer response to chemotherapy.
Taleghamar H, Jalalifar SA, Czarnota GJ, Sadeghi-Naini A.
Taleghamar H, et al. Among authors: jalalifar sa.
Sci Rep. 2022 Feb 10;12(1):2244. doi: 10.1038/s41598-022-06100-2.
Sci Rep. 2022.
PMID: 35145158
Free PMC article.
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Predicting the outcome of radiotherapy in brain metastasis by integrating the clinical and MRI-based deep learning features.
Jalalifar SA, Soliman H, Sahgal A, Sadeghi-Naini A.
Jalalifar SA, et al.
Med Phys. 2022 Nov;49(11):7167-7178. doi: 10.1002/mp.15814. Epub 2022 Jul 6.
Med Phys. 2022.
PMID: 35727568
Free PMC article.
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Data-Efficient Training of Pure Vision Transformers for the Task of Chest X-ray Abnormality Detection Using Knowledge Distillation.
Jalalifar SA, Sadeghi-Naini A.
Jalalifar SA, et al.
Annu Int Conf IEEE Eng Med Biol Soc. 2022 Jul;2022:1444-1447. doi: 10.1109/EMBC48229.2022.9871372.
Annu Int Conf IEEE Eng Med Biol Soc. 2022.
PMID: 36086223
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A Self-Attention-Guided 3D Deep Residual Network With Big Transfer to Predict Local Failure in Brain Metastasis After Radiotherapy Using Multi-Channel MRI.
Jalalifar SA, Soliman H, Sahgal A, Sadeghi-Naini A.
Jalalifar SA, et al.
IEEE J Transl Eng Health Med. 2022 Nov 4;11:13-22. doi: 10.1109/JTEHM.2022.3219625. eCollection 2023.
IEEE J Transl Eng Health Med. 2022.
PMID: 36478770
Free PMC article.
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Automatic Assessment of Stereotactic Radiation Therapy Outcome in Brain Metastasis Using Longitudinal Segmentation on Serial MRI.
Jalalifar SA, Soliman H, Sahgal A, Sadeghi-Naini A.
Jalalifar SA, et al.
IEEE J Biomed Health Inform. 2023 Jun;27(6):2681-2692. doi: 10.1109/JBHI.2023.3235304. Epub 2023 Jun 5.
IEEE J Biomed Health Inform. 2023.
PMID: 37018589
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