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Eman Showkatian
Eman Showkatian
Department of Imaging Physics, University of Texas MD Anderson Cancer Center
Dirección de correo verificada de mdanderson.org - Página principal
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Deep learning-based auto-segmentation of organs at risk in high-dose rate brachytherapy of cervical cancer
R Mohammadi, I Shokatian, M Salehi, H Arabi, I Shiri, H Zaidi
Radiotherapy and Oncology 159, 231-240, 2021
802021
Deep learning-based automatic detection of tuberculosis disease in chest X-ray images
E Showkatian, M Salehi, H Ghaffari, R Reiazi, N Sadighi
Polish journal of radiology 87, e118, 2022
642022
Artificial intelligence in automatic classification of invasive ductal carcinoma breast cancer in digital pathology images
M Abdolahi, M Salehi, I Shokatian, R Reiazi
Medical Journal of the Islamic Republic of Iran 34, 140, 2020
452020
Multi-scale Regional Attention Deeplab3+: Multiple Myeloma Plasma Cells Segmentation in Microscopic Images
A Bozorgpour, R Azad, E Showkatian, A Sulaiman
Proceedings of the MICCAI Workshop on Computational Pathology 156, 47--56, 2021
412021
Collaborative multi-institutional prostate lesion segmentation from MR images using deep federated learning framework
I Shiri, E Showkatian, R Mohammadi, B Razeghi, S Bagheri, G Hajianfar, ...
2022 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC …, 2022
42022
Automated cellular-level dual global fusion of whole-slide imaging for lung adenocarcinoma prognosis
S Diao, P Chen, E Showkatian, R Bandyopadhyay, FR Rojas, B Zhu, ...
Cancers 15 (19), 4824, 2023
32023
Fluid temperature detection based on its sound with a deep learning approach
AF Yazdani, AB Mehr, I Showkatyan, A Hashemi, M Kakavand
International Journal of Image, Graphics and Signal Processing 13 (1), 28, 2021
32021
I-SABR-SELECT: A Radiomics-Based Model for Personalized Immunotherapy for Early-Stage Non-Small Cell Lung Cancer
MB Saad, E Showkatian, Q Al-Tashi, M Aminu, X Xu, M Qayati, ...
International Journal of Radiation Oncology, Biology, Physics 120 (2), 42-43, 2024
12024
Fully automatic reconstruction of prostate high dose rate brachytherapy interstitial needles by using two phases deep learning based segmentation and object tracking algorithms
MM Moradi, Z Siavashpour, S Takhtardeshir, E Showkatian, I Shiri, ...
12022
PANDA: Pneumonitis Anomaly Detection Using
A Muneer¹, E Showkatian¹, M Altan, A Sheshadri
Computational Mathematics Modeling in Cancer Analysis: Third International …, 2025
2025
1244 Deep learning prediction of immune checkpoint inhibitor induced pneumonitis from baseline CT scans in lung cancer
A Muneer, E Showkatian, Y Kitsel, SJ Sujit, MB Saad, M Aminu, ...
Journal for ImmunoTherapy of Cancer 12 (Suppl 2), 2024
2024
1198 Deep learning-driven pathomics signatures enhance patient stratification and prognosis in mNSCLC treated with immune checkpoint inhibitors
R Bandyopadhyay, FR Rojas, L Hong, MB Saad, E Showkatian, NI Vokes, ...
Journal for ImmunoTherapy of Cancer 12 (Suppl 2), 2024
2024
1227 Predicting PD-L1 expression from CT scans using deep learning to guide immunotherapy in metastatic non-small-cell lung cancer
A Muneer, E Showkatian, MB Saad, L Hong, M Aminu, M Salehjahromi, ...
Journal for ImmunoTherapy of Cancer 12 (Suppl 2), 2024
2024
PANDA: Pneumonitis Anomaly Detection Using Attention U-Net
A Muneer, E Showkatian, M Altan, A Sheshadri, J Wu
International Workshop on Computational Mathematics Modeling in Cancer …, 2024
2024
PD-L1 Expression Prediction Using Scalable Multi Instance Transformer
E Showkatian, A Muneer, MB Saad, L Hong, JV Heymach, J Zhang, J Wu
International Workshop on Computational Mathematics Modeling in Cancer …, 2024
2024
Deep Neural Network Features Repeatability in Magnetic Resonance Images of Glioblastoma Multiforme: A Test-Retest Analysis
M Mirahmadi, E Showkatian, G Hajianfar, AH Avval, I Shiri, H Zaidi
2022 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC …, 2022
2022
CASCADE-NET: A DEEP LEARNING-BASED FRAMEWORK FOR AUTO-SEGMENTATION OF PROSTATE AND ORGANS AT RISK IN ULTRASOUND IMAGES FOR HIGH-DOSE RATE BRACHYTHERAPY
E Showkatian, M Ghelich Oghli, N Sirjani, V Ashkani, A Akhavan
Iranian Congress of Radiology 37 (2), 25-25, 2022
2022
A NOVEL APPROACH TO BREAST TUMOR CLASSIFICATION IN ULTRASOUND IMAGES BASED ON THE IMPROVED INCEPTION-V3 MODEL
N Sirjani, M Ghelich Oghli, M Gity, TM Kazem, A Shabanzadeh, V Ashkani, ...
Iranian Congress of Radiology 37 (1), 12-12, 2022
2022
AN EFFICIENT STRATEGY FOR THE BREAST TUMOR SEGMENTATION IN ULTRASOUND IMAGES BASED ON IMPROVED MASK R-CNN MODEL
N Sirjani, M Ghelich Oghli, M Gity, MK Tarzamni, A Akhavan, V Ashkani, ...
Iranian Congress of Radiology 37 (1), 13-13, 2022
2022
MATU-Net: A Deep Learning-Based Pipeline for Auto Segmentation of Pelvic Lymph Nodes During Brachytherapy of Locally Advanced Cervical Cancer
E Showkatian, Z Siavashpour, S Sadeghi
MEDICAL PHYSICS 49 (6), E649-E649, 2022
2022
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