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Farzad Khalvati

TitleAI Associate
InstitutionThe Hospital for Sick Children
DepartmentDiagnostic Imaging
Address555 University Avenue
Toronto ON M5G 1X8
Phone416-813-1500
ORCID ORCID Icon0000-0001-5616-8660 Additional info
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    Collapse Biography 
    Collapse education and training
    Sunnybrook Research Institute, Toronto, ONPostdoctoral FellowImaging Research
    University of Waterloo, Waterloo, ONPhDElectrical and Computer Engineering
    University of Waterloo, Waterloo, ONMAScElectrical and Computer Engineering
    University of Tehran, Tehran, IranBScElectrical and Computer Engineering

    Collapse Overview 

    Collapse Bibliographic 
    Collapse selected publications
    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
    List All   |   Timeline
    1. Deniffel D, Abraham N, Namdar K, Dong X, Salinas E, Milot L, Khalvati F, Haider MA. Using decision curve analysis to benchmark performance of a magnetic resonance imaging-based deep learning model for prostate cancer risk assessment. Eur Radiol. 2020 Jun 26. PMID: 32591889.
      View in: PubMed
    2. Dulhanty C, Wang L, Cheng M, Gunraj H, Khalvati F, Haider MA, Wong A. Radiomics Driven Diffusion Weighted Imaging Sensing Strategies for Zone-Level Prostate Cancer Sensing. Sensors (Basel). 2020 Mar 10; 20(5). PMID: 32164378.
      View in: PubMed
    3. Zhang Y, Lobo-Mueller EM, Karanicolas P, Gallinger S, Haider MA, Khalvati F. CNN-based survival model for pancreatic ductal adenocarcinoma in medical imaging. BMC Med Imaging. 2020 02 03; 20(1):11. PMID: 32013871.
      View in: PubMed
    4. Yoo S, Gujrathi I, Haider MA, Khalvati F. Prostate Cancer Detection using Deep Convolutional Neural Networks. Sci Rep. 2019 12 20; 9(1):19518. PMID: 31863034.
      View in: PubMed
    5. Deniffel D, Zhang Y, Salinas E, Satkunasivam R, Khalvati F, Haider MA. Reducing Unnecessary Prostate Multiparametric Magnetic Resonance Imaging by Using Clinical Parameters to Predict Negative and Indeterminate Findings. J Urol. 2020 02; 203(2):292-298. PMID: 31479397.
      View in: PubMed
    6. Khalvati F, Zhang Y, Wong A, Haider MA. Radiomics. Encyclopedia of Biomedical Engineering. 2019; 2:597-603.
    7. Khalvati F, Zhang Y, Baig S, Lobo-Mueller EM, Karanicolas P, Gallinger S, Haider MA. Prognostic Value of CT Radiomic Features in Resectable Pancreatic Ductal Adenocarcinoma. Sci Rep. 2019 04 01; 9(1):5449. PMID: 30931954.
      View in: PubMed
    8. Zhang M, Milot L, Khalvati F, Sugar L, Downes M, Baig SM, Klotz L, Haider MA. Value of Increasing Biopsy Cores per Target with Cognitive MRI-targeted Transrectal US Prostate Biopsy. Radiology. 2019 04; 291(1):83-89. PMID: 30694165.
      View in: PubMed
    9. Khalvati F, Zhang J, Chung AG, Shafiee MJ, Wong A, Haider MA. MPCaD: a multi-scale radiomics-driven framework for automated prostate cancer localization and detection. BMC Med Imaging. 2018 05 16; 18(1):16. PMID: 29769042.
      View in: PubMed
    10. Oikonomou A, Khalvati F, Tyrrell PN, Haider MA, Tarique U, Jimenez-Juan L, Tjong MC, Poon I, Eilaghi A, Ehrlich L, Cheung P. Radiomics analysis at PET/CT contributes to prognosis of recurrence and survival in lung cancer treated with stereotactic body radiotherapy. Sci Rep. 2018 03 05; 8(1):4003. PMID: 29507399.
      View in: PubMed
    11. Clark T, Zhang J, Baig S, Wong A, Haider MA, Khalvati F. Fully automated segmentation of prostate whole gland and transition zone in diffusion-weighted MRI using convolutional neural networks. J Med Imaging (Bellingham). 2017 Oct; 4(4):041307. PMID: 29057288.
      View in: PubMed
    12. Shafiee MJ, Chung AG, Khalvati F, Haider MA, Wong A. Discovery radiomics via evolutionary deep radiomic sequencer discovery for pathologically proven lung cancer detection. J Med Imaging (Bellingham). 2017 Oct; 4(4):041305. PMID: 29021990.
      View in: PubMed
    13. Eilaghi A, Baig S, Zhang Y, Zhang J, Karanicolas P, Gallinger S, Khalvati F, Haider MA. CT texture features are associated with overall survival in pancreatic ductal adenocarcinoma - a quantitative analysis. BMC Med Imaging. 2017 06 19; 17(1):38. PMID: 28629416.
      View in: PubMed
    14. Zhang Y, Oikonomou A, Wong A, Haider MA, Khalvati F. Radiomics-based Prognosis Analysis for Non-Small Cell Lung Cancer. Sci Rep. 2017 04 18; 7:46349. PMID: 28418006.
      View in: PubMed
    15. Haider MA, Vosough A, Khalvati F, Kiss A, Ganeshan B, Bjarnason GA. CT texture analysis: a potential tool for prediction of survival in patients with metastatic clear cell carcinoma treated with sunitinib. Cancer Imaging. 2017 Jan 23; 17(1):4. PMID: 28114978.
      View in: PubMed
    16. Li E, Khalvati F, Shafiee MJ, Haider MA, Wong A. Sparse reconstruction of compressive sensing MRI using cross-domain stochastically fully connected conditional random fields. BMC Med Imaging. 2016 08 26; 16(1):51. PMID: 27566536.
      View in: PubMed
    17. Tizhoosh HR, Khalvati F. Method and system for binary and quasi-binary atlas-based auto-contouring of volume sets in medical images. 2016.
    18. Khalvati F, Haider MA, Wong A. Enhanced dual-stage correlated diffusion imaging. Conf Proc IEEE Eng Med Biol Soc. 2016 08; 2016:5537-5540. PMID: 28269511.
      View in: PubMed
    19. Boroomand A, Li E, Shafiee MJ, Haider MA, Khalvati F, Wong A. A unified Bayesian-based compensated magnetic resonance imaging. Conf Proc IEEE Eng Med Biol Soc. 2016 08; 2016:1192-1195. PMID: 28268538.
      View in: PubMed
    20. Boroomand A, Shafiee MJ, Khalvati F, Haider MA, Wong A. Noise-Compensated, Bias-Corrected Diffusion Weighted Endorectal Magnetic Resonance Imaging via a Stochastically Fully-Connected Joint Conditional Random Field Model. IEEE Trans Med Imaging. 2016 12; 35(12):2587-2597. PMID: 27392347.
      View in: PubMed
    21. Khalvati F, Salmanpour A, Rahnamayan S, Haider MA, Tizhoosh HR. Sequential Registration-Based Segmentation of the Prostate Gland in MR Image Volumes. J Digit Imaging. 2016 Apr; 29(2):254-63. PMID: 26546179.
      View in: PubMed
    22. Cameron A, Khalvati F, Haider MA, Wong A. MAPS: A Quantitative Radiomics Approach for Prostate Cancer Detection. IEEE Trans Biomed Eng. 2016 06; 63(6):1145-56. PMID: 26441442.
      View in: PubMed
    23. Khalvati F, Wong A, Haider MA. Automated prostate cancer detection via comprehensive multi-parametric magnetic resonance imaging texture feature models. BMC Med Imaging. 2015 Aug 05; 15:27. PMID: 26242589.
      View in: PubMed
    24. Khalvati F, Tizhoosh HR. System, method and computer program for automated window memoization. 2015.
    25. Chung AG, Khalvati F, Shafiee MJ, Haider MA, Wong A. Prostate cancer detection via a quantitative radiomics-driven conditional random field framework. IEEE Access. 2015; 3:2531-2541.
    26. Khalvati F, Aagaard MD, Tizhoosh HR. Window Memoization: Toward High-Performance Image Processing Software. Journal of Real-Time Image Processing. 2015; 10(1):5-25.
    27. Khalvati F, Gallego-Ortiz C, Balasingham S, Martel AL. Automated segmentation of breast in 3-D MR images using a robust atlas. IEEE Trans Med Imaging. 2015 Jan; 34(1):116-25. PMID: 25137725.
      View in: PubMed
    28. Othman A, Tizhoosh HR, Khalvati F. EFIS-Evolving Fuzzy Image Segmentation. IEEE Transactions on Fuzzy Systems. 2014; 22(1):72-82.
    29. Cameron A, Modhafar A, Khalvati F, Lui D, Shafiee MJ, Wong A, Haider M. Multiparametric MRI prostate cancer analysis via a hybrid morphological-textural model. Conf Proc IEEE Eng Med Biol Soc. 2014; 2014:3357-60. PMID: 25570710.
      View in: PubMed
    30. Khalvati F, Salmanpour A, Rahnamayan S, Rodrigues G, Tizhoosh HR. Inter-slice bidirectional registration-based segmentation of the prostate gland in MR and CT image sequences. Med Phys. 2013 Dec; 40(12):123503. PMID: 24320543.
      View in: PubMed
    31. Tizhoosh HR, Khalvati F. Computer system and method for atlas-based consensual and consistent contouring of medical images. 2013.
    32. Martin S, Rodrigues G, Patil N, Bauman G, D'Souza D, Sexton T, Palma D, Louie AV, Khalvati F, Tizhoosh HR, Gaede S. A multiphase validation of atlas-based automatic and semiautomatic segmentation strategies for prostate MRI. Int J Radiat Oncol Biol Phys. 2013 Jan 01; 85(1):95-100. PMID: 22572076.
      View in: PubMed
    33. Khalvati F, Aagaard MD. Window Memoization: An Efficient Hardware Architecture for High-Performance Image Processing. Journal of Real-Time Image Processing. 2010; 1(3):195-212.
    34. Baroughi MF, Jayakumar R, Vygranenko Y, Khalvati F, Sivoththaman S. Fabrication and Characterization of Amorphous Si/Crystalline Si Heterojunction Devices for Photovoltaic Applications. Journal of Vacuum Science & Technology A: Vacuum, Surfaces, and Films. 2004; 22(3):1015-1019.
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