Ali Sadeghi-Naini

38 papers B 1Journal 13Unranked 24

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Validation of Quantitative Ultrasound and Texture Derivative Analyses-Based Model for Upfront Prediction of Neoadjuvant Chemotherapy Response in Breast Cancer. J. Imaging Adrian Wai Chan, Lakshmanan Sannachi, Daniel Moore F. Palhares, Archya Dasgupta, Sonal Gandhi, Rossanna Pezo, Andrea Eisen, Ellen Warner, Frances C. Wright, Nicole Look Hong, Ali Sadeghi-Naini, Mia Skarpathiotakis, Belinda Curpen, Carrie Betel, Michael C. Kolios, Maureen Trudeau, Gregory J. Czarnota
2024	—	`conf`	Small Lesions, Big Impact: An Automated Segmentation Framework for Brain Metastases EMBC Nauman Bashir Bhatti, Ali Sadeghi-Naini
2023	J	`jnl`	Automatic Assessment of Stereotactic Radiation Therapy Outcome in Brain Metastasis Using Longitudinal Segmentation on Serial MRI. IEEE J. Biomed. Health Informatics Seyed Ali Jalalifar, Hany Soliman, Arjun Sahgal, Ali Sadeghi-Naini
2023	J	`jnl`	Automatic characterization of breast lesions using multi-scale attention-guided deep learning of digital histology images. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Khadijeh Saednia, William T. Tran, Ali Sadeghi-Naini
2022	—	`conf`	A Cascaded Deep Learning Framework for Segmentation of Nuclei in Digital Histology Images. EMBC Khadijeh Saednia, William T. Tran, Ali Sadeghi-Naini
2022	—	`conf`	An Enhanced Method for Full-Inversion-Based Ultrasound Elastography of the Liver. EMBC Mohamed Aboutaleb, Niusha Kheirkhah, Abbas Samani, Ali Sadeghi-Naini
2022	—	`conf`	Data-Efficient Training of Pure Vision Transformers for the Task of Chest X-ray Abnormality Detection Using Knowledge Distillation. EMBC Seyed Ali Jalalifar, Ali Sadeghi-Naini
2021	J	`jnl`	In-vivo lung biomechanical modeling for effective tumor motion tracking in external beam radiation therapy. Comput. Biol. Medicine Parya Jafari, Sergio C. H. Dempsey, Douglas A. Hoover, Elham Karami, Stewart Gaede, Ali Sadeghi-Naini, Ting-Yim Lee, Abbas Samani
2020	—	`conf`	A Brain Tumor Segmentation Framework Based on Outlier Detection Using One-Class Support Vector Machine. EMBC Ali Jalalifar, Hany Soliman, Mark Ruschin, Arjun Sahgal, Ali Sadeghi-Naini
2020	—	`conf`	A Cascaded Deep-Learning Framework for Segmentation of Metastatic Brain Tumors Before and After Stereotactic Radiation Therapy EMBC Ali Jalalifar, Hany Soliman, Arjun Sahgal, Ali Sadeghi-Naini
2020	—	`conf`	A Tissue Mechanics Based Method to Improve Tissue Displacement Estimation in Ultrasound Elastography EMBC Niusha Kheirkhah, Sergio C. H. Dempsey, Hassan Rivaz, Abbas Samani, Ali Sadeghi-Naini
2020	—	`conf`	An Attention-Guided Deep Neural Network for Annotating Abnormalities in Chest X-ray Images: Visualization of Network Decision Basis EMBC Khadijeh Saednia, Ali Jalalifar, Shahin Ebrahimi, Ali Sadeghi-Naini
2020	—	`conf`	Analytical Estimation of Out-of-plane Strain in Ultrasound Elastography to Improve Axial and Lateral Displacement Fields EMBC Niusha Kheirkhah, Ali Sadeghi-Naini, Abbas Samani
2020	—	`conf`	Machine Learning-Based A Priori Chemotherapy Response Prediction in Breast Cancer Patients using Textural CT Biomarkers EMBC Hadi Moghadas-Dastjerdi, Hira R. Sha-E.-Tallat, Lakshmanan Sannachi, Laurentius O. Osapoeta, Ali Sadeghi-Naini, Gregory J. Czarnota
2020	—	`conf`	Predicting Local Failure after Stereotactic Radiation Therapy in Brain Metastasis using Quantitative CT and Machine Learning EMBC Majid Jaberipour, Arjun Sahgal, Hany Soliman, Ali Sadeghi-Naini
2019	—	`conf`	4DCT Ventilation Map Construction Using Biomechanics-base Image Registration and Enhanced Air Segmentation. EMBC Parya Jafari, Brian P. Yaremko, Grace Parraga, Douglas A. Hoover, Ali Sadeghi-Naini, Abbas Samani
2019	—	`conf`	An Automatic Framework for Segmentation of Brain Tumours at Follow-up Scans after Radiation Therapy. EMBC Elham Karami, Ali Jalalifar, Mark Ruschin, Hany Soliman, Arjun Sahgal, Greg J. Stanisz, Ali Sadeghi-Naini
2019	—	`conf`	An MR Radiomics Framework for Predicting the Outcome of Stereotactic Radiation Therapy in Brain Metastasis. EMBC Elham Karami, Mark Ruschin, Hany Soliman, Arjun Sahgal, Greg J. Stanisz, Ali Sadeghi-Naini
2019	—	`conf`	Incorporating Pathology-Induced Heterogeneities in a Patient-Specific Biomechanical Model of the Lung for Accurate Tumor Motion Estimation. EMBC Parya Jafari, Douglas A. Hoover, Brian P. Yaremko, Grace Parraga, Abbas Samani, Ali Sadeghi-Naini
2017	J	`jnl`	Breast Ultrasound Elastography Using Full Inversion-Based Elastic Modulus Reconstruction. IEEE Trans. Computational Imaging Seyed Reza Mousavi, Hassan Rivaz, Ali Sadeghi-Naini, Gregory J. Czarnota, Abbas Samani
2016	J	`jnl`	Computer Aided Theragnosis Using Quantitative Ultrasound Spectroscopy and Maximum Mean Discrepancy in Locally Advanced Breast Cancer. IEEE Trans. Medical Imaging Mehrdad J. Gangeh, Hadi Tadayyon, Lakshmanan Sannachi, Ali Sadeghi-Naini, William T. Tran, Gregory J. Czarnota
2016	—	`conf`	Low-frequency ultrasound radiosensitization and therapy response monitoring of tumors: An in vivo study. EMBC Ali Sadeghi-Naini, Martin Stanisz, Hadi Tadayyon, Jaswinder Taank, Gregory J. Czarnota
2015	J	`jnl`	Non-invasive evaluation of breast cancer response to chemotherapy using quantitative ultrasonic backscatter parameters. Medical Image Anal. Lakshmanan Sannachi, Hadi Tadayyon, Ali Sadeghi-Naini, William T. Tran, Sonal Gandhi, Frances Wright, Michael L. Oelze, Gregory J. Czarnota
2015	—	`conf`	Quantitative ultrasound spectroscopy and a kernel-based metric in clinical cancer response monitoring. ISBI Mehrdad J. Gangeh, Hadi Tadayyon, Lakshmanan Sannachi, Ali Sadeghi-Naini, Gregory J. Czarnota
2014	J	`jnl`	Categorizing Extent of Tumor Cell Death Response to Cancer Therapy Using Quantitative Ultrasound Spectroscopy and Maximum Mean Discrepancy. IEEE Trans. Medical Imaging Mehrdad J. Gangeh, Ali Sadeghi-Naini, Michael Diu, Hadi Tadayyon, Mohamed S. Kamel, Gregory J. Czarnota
2013	—	`conf`	Assessment of cancer therapy effects using texton-based characterization of quantitative ultrasound parametric images. ISBI Mehrdad J. Gangeh, Ali Sadeghi-Naini, Mohamed S. Kamel, Gregory J. Czarnota
2012	—	`conf`	Diffuse optical imaging for monitoring treatment response in breast cancer patients. EMBC Omar Falou, Ali Sadeghi-Naini, Hany Soliman, Martin J. Yaffe, Gregory J. Czarnota
2012	—	`conf`	Lung tumor motion prediction during lung brachytherapy using finite element model. Image-Guided Procedures Zahra Shirzadi, Ali Sadeghi-Naini, Abbas Samani
2012	—	`conf`	Quantitative ultrasound spectral parametric maps: Early surrogates of cancer treatment response. EMBC Ali Sadeghi-Naini, Omar Falou, Gregory J. Czarnota
2012	—	`conf`	Quantitative ultrasound visualization of cell death: Emerging clinical applications for detection of cancer treatment response. EMBC Ali Sadeghi-Naini, Omar Falou, Gregory J. Czarnota
2011	B	`conf`	A totally deflated lung's CT image construction by means of extrapolated deformable registration. Image Processing Ali Sadeghi-Naini, Rajni V. Patel, Abbas Samani
2011	—	`conf`	Effects of deflated lung's geometry simplifications on the biomechanical model of its tumor motion: a phantom study. Image-Guided Procedures Ali Sadeghi-Naini, Rajni V. Patel, Abbas Samani
2011	J	`jnl`	Estimation of Lung's Air Volume and Its Variations Throughout Respiratory CT Image Sequences. IEEE Trans. Biomed. Eng. Ali Sadeghi-Naini, Ting-Yim Lee, Rajni V. Patel, Abbas Samani
2011	J	`jnl`	Measurement of Lung Hyperelastic Properties Using Inverse Finite Element Approach. IEEE Trans. Biomed. Eng. Ali Sadeghi-Naini, Rajni V. Patel, Abbas Samani
2011	J	`jnl`	Modelling the Adaptation of Business Continuity Planning by Businesses Using Neural Networks. Intell. Syst. Account. Finance Manag. Ali Asgary, Ali Sadeghi-Naini
2010	J	`jnl`	A real-time trained system for robust speaker verification using relative space of anchor models. Comput. Speech Lang. Ali Sadeghi-Naini, Mohammad Mehdi Homayounpour, Abbas Samani
2010	J	`jnl`	CT-Enhanced Ultrasound Image of a Totally Deflated Lung for Image-Guided Minimally Invasive Tumor Ablative Procedures. IEEE Trans. Biomed. Eng. Ali Sadeghi-Naini, Rajni V. Patel, Abbas Samani
2009	—	`conf`	CT Image Construction of the Lung in a Totally Deflated Mode. ISBI Ali Sadeghi-Naini, Rajni V. Patel, Abbas Samani