Ali Naini-Sadeghi
Toronto, ON, Canada
Last Updated: 09/26/2026
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Found 80 publications
Synthesizing Ultrasound B-mode Images from Subsampled RF Data: A Data-Driven Deep Learning Approach.
Synthesizing Ultrasound B-mode Images from Subsampled RF Data: A Data-Driven Deep Learning Approach.
Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
Published: December 03, 2025
TexSegNet: An Attention-Guided Feedback-Driven Texture-Aware Deep Learning Model for Nuclei Segmentation and Classification in Digital Pathology Images of Breast Tissues.
Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
Published: December 03, 2025
AI-enabled RF data synthesis for breast ultrasound: efficacy in quantitative ultrasound tissue characterization.
Journal: Scientific reports
Published: September 25, 2025
Attention-Guided Deep Learning of Chemical Exchange Saturation Transfer Magnetic Resonance Imaging to Differentiate Between Tumor Progression and Radiation Necrosis in Brain Metastasis.
Journal: International journal of radiation oncology, biology, physics
Published: May 12, 2025
Quantitative ultrasound imaging for predicting response and guiding personalized neoadjuvant chemotherapy in breast cancer: randomized phase 2 clinical trial results.
Journal: NPJ precision oncology
Published: May 01, 2025
Small Lesions, Big Impact: An Automated Segmentation Framework for Brain Metastases.
Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
Published: March 05, 2025
Validation of Quantitative Ultrasound and Texture Derivative Analyses-Based Model for Upfront Prediction of Neoadjuvant Chemotherapy Response in Breast Cancer.
Journal: Journal of imaging
Published: February 11, 2025
Detection, localization, and staging of breast cancer lymph node metastasis in digital pathology whole slide images using selective neighborhood attention-based deep learning.
Journal: Scientific reports
Published: February 03, 2025
Quantitative ultrasound radiomics guided adaptive neoadjuvant chemotherapy in breast cancer: early results from a randomized feasibility study.
Journal: Frontiers in oncology
Published: August 06, 2023
Automatic Assessment of Stereotactic Radiation Therapy Outcome in Brain Metastasis Using Longitudinal Segmentation on Serial MRI.
Journal: IEEE journal of biomedical and health informatics
Published: April 05, 2023
Last Updated: 09/26/2026