Noninvasive Characterization of Locally Advanced Breast Cancer Using Textural Analysis of Quantitative Ultrasound Parametric Images by Hadi Tadayyon, Ali Sadeghi-Naini, Gregory J. Czarnota

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A priori prediction of local failure in brain metastasis after hypo-fractionated stereotactic radiotherapy using quantitative MRI and machine learning by Majid Jaberipour, Hany Soliman, Arjun Sahgal, Ali Sadeghi-Naini

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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 by Seyed Ali Jalalifar, Hany Soliman, Arjun Sahgal, Ali Sadeghi-Naini

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Deep learning of quantitative ultrasound multi-parametric images at pre-treatment to predict breast cancer response to chemotherapy by Hamidreza Taleghamar, Seyed Ali Jalalifar, Gregory J. Czarnota, Ali Sadeghi-Naini

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Characterizing intra-tumor regions on quantitative ultrasound parametric images to predict breast cancer response to chemotherapy at pre-treatment by Hamidreza Taleghamar, Hadi Moghadas-Dastjerdi, Gregory J. Czarnota, Ali Sadeghi-Naini

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Ultrasound Elastography of the Prostate Using an Unconstrained Modulus Reconstruction Technique: A Pilot Clinical Study by Seyed Reza Mousavi, Hassan Rivaz, Gregory J. Czarnota, Abbas Samani, Ali Sadeghi-Naini

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Quantitative ultrasound radiomics guided adaptive neoadjuvant chemotherapy in breast cancer: early results from a randomized feasibility study by Archya Dasgupta, Archya Dasgupta, Archya Dasgupta, Daniel DiCenzo, Lakshmanan Sannachi, Sonal Gandhi, Sonal Gandhi, Rossana C. Pezo, Rossana C. Pezo, Andrea Eisen, Andrea Eisen, Ellen Warner, Ellen Warner, Frances C. Wright, Frances C. Wright, Nicole Look-Hong, Nicole Look-Hong, Ali Sadeghi-Naini, Ali Sadeghi-Naini, Ali Sadeghi-Naini, Ali Sadeghi-Naini, Belinda Curpen, Belinda Curpen, Michael C. Kolios, Maureen Trudeau, Maureen Trudeau, Gregory J. Czarnota, Gregory J. Czarnota, Gregory J. Czarnota, Gregory J. Czarnota

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Response monitoring of breast cancer patients receiving neoadjuvant chemotherapy using quantitative ultrasound, texture, and molecular features. by Lakshmanan Sannachi, Mehrdad Gangeh, Hadi Tadayyon, Ali Sadeghi-Naini, Sonal Gandhi, Frances C Wright, Elzbieta Slodkowska, Belinda Curpen, William Tran, Gregory J Czarnota

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Breast Cancer Treatment Response Monitoring Using Quantitative Ultrasound and Texture Analysis: Comparative Analysis of Analytical Models by Lakshmanan Sannachi, Mehrdad Gangeh, Hadi Tadayyon, Sonal Gandhi, Frances C. Wright, Elzbieta Slodkowska, Belinda Curpen, Ali Sadeghi-Naini, William Tran, Gregory J. Czarnota

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Prediction of chemotherapy response in breast cancer patients at pre-treatment using second derivative texture of CT images and machine learning by Hadi Moghadas-Dastjerdi, Shan-E-Tallat Hira Rahman, Lakshmanan Sannachi, Frances C. Wright, Sonal Gandhi, Maureen E. Trudeau, Ali Sadeghi-Naini, Gregory J. Czarnota

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A review and comparison of breast tumor cell nuclei segmentation performances using deep convolutional neural networks by Andrew Lagree, Majidreza Mohebpour, Nicholas Meti, Khadijeh Saednia, Fang-I. Lu, Elzbieta Slodkowska, Sonal Gandhi, Eileen Rakovitch, Alex Shenfield, Ali Sadeghi-Naini, William T. Tran

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Quantitative digital histopathology and machine learning to predict pathological complete response to chemotherapy in breast cancer patients using pre-treatment tumor biopsies by Khadijeh Saednia, Andrew Lagree, Marie A. Alera, Lauren Fleshner, Audrey Shiner, Ethan Law, Brianna Law, David W. Dodington, Fang-I Lu, William T. Tran, Ali Sadeghi-Naini

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Monitoring Breast Cancer Response to Neoadjuvant Chemotherapy Using Ultrasound Strain Elastography by Jason Fernandes, Lakshmanan Sannachi, William T. Tran, Alexander Koven, Elyse Watkins, Farnoosh Hadizad, Sonal Gandhi, Frances Wright, Belinda Curpen, Ahmed El Kaffas, Joanna Faltyn, Ali Sadeghi-Naini, Gregory Czarnota

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Quantitative Ultrasound Spectroscopic Imaging for Characterization of Disease Extent in Prostate Cancer Patients by Ali Sadeghi-Naini, Ervis Sofroni, Naum Papanicolau, Omar Falou, Linda Sugar, Gerard Morton, Martin J. Yaffe, Robert Nam, Alireza Sadeghian, Michael C. Kolios, Hans T. Chung, Gregory J. Czarnota

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Predictive quantitative ultrasound radiomic markers associated with treatment response in head and neck cancer by William T Tran, Harini Suraweera, Karina Quaioit, Daniel Cardenas, Kai X Leong, Irene Karam, Ian Poon, Deok Jang, Lakshmanan Sannachi, Mehrdad Gangeh, Sami Tabbarah, Andrew Lagree, Ali Sadeghi-Naini, Gregory J Czarnota

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Quantitative ultrasound delta-radiomics during radiotherapy for monitoring treatment responses in head and neck malignancies by William T Tran, Harini Suraweera, Karina Quiaoit, Daniel DiCenzo, Kashuf Fatima, Deok Jang, Divya Bhardwaj, Christopher Kolios, Irene Karam, Ian Poon, Lakshmanan Sannachi, Mehrdad Gangeh, Ali Sadeghi-Naini, Archya Dasgupta, Gregory J Czarnota

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Assessment of Digital Pathology Imaging Biomarkers Associated with Breast Cancer Histologic Grade by Andrew Lagree, Audrey Shiner, Marie Angeli Alera, Lauren Fleshner, Ethan Law, Brianna Law, Fang-I Lu, David Dodington, Sonal Gandhi, Elzbieta A. Slodkowska, Alex Shenfield, Katarzyna J. Jerzak, Ali Sadeghi-Naini, William T. Tran

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Quantitative ultrasound radiomics in predicting response to neoadjuvant chemotherapy in patients with locally advanced breast cancer: Results from multi‐institutional study by Daniel DiCenzo, Karina Quiaoit, Kashuf Fatima, Divya Bhardwaj, Lakshmanan Sannachi, Mehrdad Gangeh, Ali Sadeghi‐Naini, Archya Dasgupta, Michael C. Kolios, Maureen Trudeau, Sonal Gandhi, Andrea Eisen, Frances Wright, Nicole Look Hong, Arjun Sahgal, Greg Stanisz, Christine Brezden, Robert Dinniwell, William T. Tran, Wei Yang, Belinda Curpen, Gregory J. Czarnota

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Quantitative ultrasound radiomics for therapy response monitoring in patients with locally advanced breast cancer: Multi-institutional study results. by Karina Quiaoit, Daniel DiCenzo, Kashuf Fatima, Divya Bhardwaj, Lakshmanan Sannachi, Mehrdad Gangeh, Ali Sadeghi-Naini, Archya Dasgupta, Michael C Kolios, Maureen Trudeau, Sonal Gandhi, Andrea Eisen, Frances Wright, Nicole Look-Hong, Arjun Sahgal, Greg Stanisz, Christine Brezden, Robert Dinniwell, William T Tran, Wei Yang, Belinda Curpen, Gregory J Czarnota

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