Ali Sadeghi-Naini

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 20

Top Topics

Abnormality Detection

Top Venues

IEEE Trans. Medical Imaging

IEEE J. Biomed. Health Informatics

Publications

Khadijeh Saednia, William T. Tran, Ali Sadeghi-Naini
Automatic characterization of breast lesions using multi-scale attention-guided deep learning of digital histology images. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11 (1) (2023)
Seyed Ali Jalalifar, Hany Soliman, Arjun Sahgal, Ali Sadeghi-Naini
Automatic Assessment of Stereotactic Radiation Therapy Outcome in Brain Metastasis Using Longitudinal Segmentation on Serial MRI. IEEE J. Biomed. Health Informatics 27 (6) (2023)
Seyed Ali Jalalifar, Ali Sadeghi-Naini
Data-Efficient Training of Pure Vision Transformers for the Task of Chest X-ray Abnormality Detection Using Knowledge Distillation. EMBC (2022)
Khadijeh Saednia, William T. Tran, Ali Sadeghi-Naini
A Cascaded Deep Learning Framework for Segmentation of Nuclei in Digital Histology Images. EMBC (2022)
Mohamed Aboutaleb, Niusha Kheirkhah, Abbas Samani, Ali Sadeghi-Naini
An Enhanced Method for Full-Inversion-Based Ultrasound Elastography of the Liver. EMBC (2022)
Parya Jafari, Sergio C. H. Dempsey, Douglas A. Hoover, Elham Karami, Stewart Gaede, Ali Sadeghi-Naini, Ting-Yim Lee, Abbas Samani
In-vivo lung biomechanical modeling for effective tumor motion tracking in external beam radiation therapy. Comput. Biol. Medicine 130 (2021)
Majid Jaberipour, Arjun Sahgal, Hany Soliman, Ali Sadeghi-Naini
. EMBC (2020)
Niusha Kheirkhah, Ali Sadeghi-Naini, Abbas Samani
. EMBC (2020)
Hadi Moghadas-Dastjerdi, Hira R. Sha-E.-Tallat, Lakshmanan Sannachi, Laurentius O. Osapoeta, Ali Sadeghi-Naini, Gregory J. Czarnota
. EMBC (2020)
Niusha Kheirkhah, Sergio C. H. Dempsey, Hassan Rivaz, Abbas Samani, Ali Sadeghi-Naini
. EMBC (2020)
Khadijeh Saednia, Ali Jalalifar, Shahin Ebrahimi, Ali Sadeghi-Naini
. EMBC (2020)
Ali Jalalifar, Hany Soliman, Arjun Sahgal, Ali Sadeghi-Naini
. EMBC (2020)
Ali Jalalifar, Hany Soliman, Mark Ruschin, Arjun Sahgal, Ali Sadeghi-Naini
A Brain Tumor Segmentation Framework Based on Outlier Detection Using One-Class Support Vector Machine. EMBC (2020)
Elham Karami, Ali Jalalifar, Mark Ruschin, Hany Soliman, Arjun Sahgal, Greg J. Stanisz, Ali Sadeghi-Naini
An Automatic Framework for Segmentation of Brain Tumours at Follow-up Scans after Radiation Therapy. EMBC (2019)
Parya Jafari, Brian P. Yaremko, Grace Parraga, Douglas A. Hoover, Ali Sadeghi-Naini, Abbas Samani
4DCT Ventilation Map Construction Using Biomechanics-base Image Registration and Enhanced Air Segmentation. EMBC (2019)
Parya Jafari, Douglas A. Hoover, Brian P. Yaremko, Grace Parraga, Abbas Samani, Ali Sadeghi-Naini
Incorporating Pathology-Induced Heterogeneities in a Patient-Specific Biomechanical Model of the Lung for Accurate Tumor Motion Estimation. EMBC (2019)
Elham Karami, Mark Ruschin, Hany Soliman, Arjun Sahgal, Greg J. Stanisz, Ali Sadeghi-Naini
An MR Radiomics Framework for Predicting the Outcome of Stereotactic Radiation Therapy in Brain Metastasis. EMBC (2019)
Seyed Reza Mousavi, Hassan Rivaz, Ali Sadeghi-Naini, Gregory J. Czarnota, Abbas Samani
Breast Ultrasound Elastography Using Full Inversion-Based Elastic Modulus Reconstruction. IEEE Trans. Computational Imaging 3 (4) (2017)
Mehrdad J. Gangeh, Hadi Tadayyon, Lakshmanan Sannachi, Ali Sadeghi-Naini, William T. Tran, Gregory J. Czarnota
Computer Aided Theragnosis Using Quantitative Ultrasound Spectroscopy and Maximum Mean Discrepancy in Locally Advanced Breast Cancer. IEEE Trans. Medical Imaging 35 (3) (2016)
Ali Sadeghi-Naini, Martin Stanisz, Hadi Tadayyon, Jaswinder Taank, Gregory J. Czarnota
Low-frequency ultrasound radiosensitization and therapy response monitoring of tumors: An in vivo study. EMBC (2016)
Mehrdad J. Gangeh, Hadi Tadayyon, Lakshmanan Sannachi, Ali Sadeghi-Naini, Gregory J. Czarnota
Quantitative ultrasound spectroscopy and a kernel-based metric in clinical cancer response monitoring. ISBI (2015)
Lakshmanan Sannachi, Hadi Tadayyon, Ali Sadeghi-Naini, William T. Tran, Sonal Gandhi, Frances Wright, Michael L. Oelze, Gregory J. Czarnota
Non-invasive evaluation of breast cancer response to chemotherapy using quantitative ultrasonic backscatter parameters. Medical Image Anal. 20 (1) (2015)
Mehrdad J. Gangeh, Ali Sadeghi-Naini, Michael Diu, Hadi Tadayyon, Mohamed S. Kamel, Gregory J. Czarnota
Categorizing Extent of Tumor Cell Death Response to Cancer Therapy Using Quantitative Ultrasound Spectroscopy and Maximum Mean Discrepancy. IEEE Trans. Medical Imaging 33 (6) (2014)
Mehrdad J. Gangeh, Ali Sadeghi-Naini, Mohamed S. Kamel, Gregory J. Czarnota
Assessment of cancer therapy effects using texton-based characterization of quantitative ultrasound parametric images. ISBI (2013)
Ali Sadeghi-Naini, Omar Falou, Gregory J. Czarnota
Quantitative ultrasound visualization of cell death: Emerging clinical applications for detection of cancer treatment response. EMBC (2012)
Ali Sadeghi-Naini, Omar Falou, Gregory J. Czarnota
Quantitative ultrasound spectral parametric maps: Early surrogates of cancer treatment response. EMBC (2012)
Omar Falou, Ali Sadeghi-Naini, Hany Soliman, Martin J. Yaffe, Gregory J. Czarnota
Diffuse optical imaging for monitoring treatment response in breast cancer patients. EMBC (2012)
Zahra Shirzadi, Ali Sadeghi-Naini, Abbas Samani
Lung tumor motion prediction during lung brachytherapy using finite element model. Medical Imaging: Image-Guided Procedures (2012)
Ali Sadeghi-Naini, Rajni V. Patel, Abbas Samani
A totally deflated lung's CT image construction by means of extrapolated deformable registration. Medical Imaging: Image Processing (2011)
Ali Sadeghi-Naini, Rajni V. Patel, Abbas Samani
Measurement of Lung Hyperelastic Properties Using Inverse Finite Element Approach. IEEE Trans. Biomed. Eng. 58 (10) (2011)
Ali Asgary, Ali Sadeghi-Naini
Modelling the Adaptation of Business Continuity Planning by Businesses Using Neural Networks. Intell. Syst. Account. Finance Manag. 18 (2-3) (2011)
Ali Sadeghi-Naini, Rajni V. Patel, Abbas Samani
Effects of deflated lung's geometry simplifications on the biomechanical model of its tumor motion: a phantom study. Medical Imaging: Image-Guided Procedures (2011)
Ali Sadeghi-Naini, Ting-Yim Lee, Rajni V. Patel, Abbas Samani
Estimation of Lung's Air Volume and Its Variations Throughout Respiratory CT Image Sequences. IEEE Trans. Biomed. Eng. 58 (1) (2011)
Ali Sadeghi-Naini, Rajni V. Patel, Abbas Samani
CT-Enhanced Ultrasound Image of a Totally Deflated Lung for Image-Guided Minimally Invasive Tumor Ablative Procedures. IEEE Trans. Biomed. Eng. 57 (10) (2010)
Ali Sadeghi-Naini, Mohammad Mehdi Homayounpour, Abbas Samani
A real-time trained system for robust speaker verification using relative space of anchor models. Comput. Speech Lang. 24 (4) (2010)
Ali Sadeghi-Naini, Rajni V. Patel, Abbas Samani
CT Image Construction of the Lung in a Totally Deflated Mode. ISBI (2009)