Masoom Abbas Haider
教授
Department of Medical Imaging
Faculty of Medicine, University Health Network, University of Toronto;Research MRI, Sinai Health System;Sunnybrook Research Institute & the Institute of Biomaterials and Biomedical Engineering, University of Toronto;Radiomics and Oncologic Imaging Research Lab, Lunenfeld-Tanenbaum Research Institute, Sinai Health System;Institute of Medical Sciences, University of Toronto
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个人简介
Currently our team is using machine learning and artificial intelligence methods combined with quantitative imaging biomarkers derived from radiomics to develop predictive and prognostic signatures from MRI and CT in prostate and pancreatic cancer. In prostate cancer, automated segmentation of the prostate and cancer sites on multiparametric MRI is being developed to aid in treatment planning and reproducible interpretation for precision medicine. In pancreatic cancer, a better understanding of radiologic pathologic correlates for non invasive assessment of the tumor microenvironment are being studied. A computational image analysis pipeline that incorporates the expertise of radiologists, pathologists and oncologists around medical imaging forms the core of the lab.
Research interests:
Magnetic resonance imaging (MRI)
Computed tomography (CT)
Artificial Intelligence
Machine learning
Radiomics
Quantitative imaging biomarkers
Prostate cancer
Pancreatic cancer
Renal cell carcinoma
Liver metastases
Hepatocellular carcinoma
Theranostics
Imaging for therapy response assessment
研究兴趣
论文共 368 篇作者统计合作学者相似作者
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Caroline M. Moore, Lauren E. King, John Withington,Mahul B. Amin, Mark Andrews,Erik Briers,Ronald C. Chen, Francis I. Chinegwundoh,Matthew R. Cooperberg,Jane Crowe,Antonio Finelli,Margaret I. Fitch,
European Urology Oncologyno. 2 (2023): 160-182
RADIOTHERAPY AND ONCOLOGYno. 5 (2023): S60-S60
Eva Mendes Serrão,Maximiliano Klug,Brian M Moloney, Aaditeya Jhaveri,Roberto Lo Gullo,Katja Pinker,Gary Luker,Masoom A Haider,Atul B Shinagare,Xiaoyang Liu
Radiology. Imaging cancerno. 6 (2023): e220153-e220153
Radiotherapy and Oncology (2023): S518-S518
European urology oncology (2023)
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