Image-Guided Molecular Optical Spectroscopy for Tumor-Targeted Prostate Cancer Interventions
Image-Guided Molecular Optical Spectroscopy for Tumor-Targeted Prostate Cancer Interventions
批准号:
523532-2018
负责人:
Kadoury, Samuel
金额:
$11.49万
依托单位国家:
加拿大
项目类别:
Collaborative Health Research Projects
财政年份:
2019
资助国家:
加拿大
项目状态:
已结题
起止时间:
2019-01-01 至 2020-12-31
中文摘要
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英文摘要
Confirming the location, extent, and grade of prostate cancer for diagnostic and therapeuticpurposes remains challenging due to the architectural and phenotypic heterogeneity. In thecase of blind systematic ultrasound-guided biopsies, this leads to more than 30% of falsenegative rates, while for tumor-targeted (focal) therapies such as brachytherapy, theirsuccess hinge on precise mapping of MRI cancer targets to provide the gross tumor location,but lack molecular information at the treatment location, without accurate grading of the tumorand can lead to a poor balance of toxicities. Therefore, there is no existing medicaltechnologies addressing the timely confirmation of tumor location/grade during therapy. Ourobjective is to develop an image-guidance system integrating real-time molecular tissuecharacterization with an optical Raman spectroscopy (RS) instrument for tumor-targetedprostate cancer interventions, improving tumor localization and characterization. Specifically,we will develop and conduct first in-human studies using a real-time navigation platformtechnology allowing for high-precision and tumor-specific harvesting of samples during biopsyprocedures. Four research aims will be completed to insure in-human translation of thetechnology into to our partners Elekta and Philips Canada within 3 years: (1) Develop a fiberoptics RS needle device for tissue characterization to guide prostate interventions; (2) Trainsupervised machine-learning algorithms from spectral RS signatures to infer biologicalproperties; (3) Implement an integrated image-guidance platform with real-time RS tissueclassification and needle tracking to identified MRI targets with prostate motion compensation;(4) Conduct a pilot clinical study patients with localized PCa visible on MRI and who willundergo HDR brachytherapy. Ultimately, we will have a high-end technique clinically tested inprostate interventions for practical molecular identification and cancer detection.
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会议论文
Intelligent Image Guided Interventions
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批准号:CRC-2017-00281
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项目类别:Canada Research Chairs
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资助金额:$3.64万
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财政年份:2022
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负责人:Kadoury, Samuel
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依托单位:
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批准号:RGPIN-2020-06558
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项目类别:Discovery Grants Program - Individual
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资助金额:$3.5万
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财政年份:2022
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负责人:Kadoury, Samuel
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依托单位:
Prediction of Immunotherapy Response with Geometric Deep Learning in Medical Imaging
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批准号:RGPIN-2020-06558
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项目类别:Discovery Grants Program - Individual
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资助金额:$3.5万
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财政年份:2021
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依托单位:
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项目类别:Canada Research Chairs
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资助金额:$7.29万
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财政年份:2021
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负责人:Kadoury, Samuel
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依托单位:
Intelligent Image Guided Interventions
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批准号:CRC-2017-00281
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项目类别:Canada Research Chairs
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资助金额:$7.29万
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财政年份:2020
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负责人:Kadoury, Samuel
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依托单位:
Spatio-temporal motion prediction model for liver cancer radiotherapy
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批准号:517413-2017
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项目类别:Collaborative Research and Development Grants
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资助金额:$0.96万
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财政年份:2020
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负责人:Kadoury, Samuel
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依托单位:
Prediction of Immunotherapy Response with Geometric Deep Learning in Medical Imaging
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批准号:RGPIN-2020-06558
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项目类别:Discovery Grants Program - Individual
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资助金额:$3.5万
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财政年份:2020
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负责人:Kadoury, Samuel
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依托单位:
Spatio-temporal Generative Manifolds for Prediction of Immunotherapy Response
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批准号:RGPIN-2019-05402
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项目类别:Discovery Grants Program - Individual
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资助金额:$2.04万
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财政年份:2019
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负责人:Kadoury, Samuel
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依托单位:
Intelligent Image Guided Interventions
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批准号:CRC-2017-00281
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项目类别:Canada Research Chairs
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资助金额:$7.29万
-
财政年份:2019
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负责人:Kadoury, Samuel
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依托单位:
Spatio-temporal motion prediction model for liver cancer radiotherapy
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批准号:517413-2017
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项目类别:Collaborative Research and Development Grants
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资助金额:$3.29万
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财政年份:2019
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负责人:Kadoury, Samuel
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依托单位:
Image-Guided Molecular Optical Spectroscopy for Tumor-Targeted Prostate Cancer Interventions
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批准号:523532-2018
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项目类别:Collaborative Health Research Projects
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资助金额:$8.43万
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财政年份:2018
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负责人:Kadoury, Samuel
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依托单位:
Topologically invariant manifold learning for medical imaging
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批准号:435904-2013
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项目类别:Discovery Grants Program - Individual
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资助金额:$1.46万
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财政年份:2018
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负责人:Kadoury, Samuel
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依托单位:
Spatio-temporal motion prediction model for liver cancer radiotherapy
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批准号:517413-2017
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项目类别:Collaborative Research and Development Grants
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资助金额:$4.25万
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财政年份:2018
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负责人:Kadoury, Samuel
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依托单位:
Intelligent Image Guided Interventions
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批准号:CRC-2017-00281
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项目类别:Canada Research Chairs
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资助金额:$7.29万
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财政年份:2018
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负责人:Kadoury, Samuel
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依托单位:
Interventional guidance and medical imaging
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批准号:1000228359-2012
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项目类别:Canada Research Chairs
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资助金额:$3.64万
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财政年份:2017
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负责人:Kadoury, Samuel
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依托单位:
Intelligent Image Guided Interventions
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批准号:CRC-2017-00281
-
项目类别:Canada Research Chairs
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资助金额:$3.64万
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财政年份:2017
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负责人:Kadoury, Samuel
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依托单位:
Prostate deformation analysis during ultrasound-guided radiotherapy procedures with transformative models
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批准号:513468-2017
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项目类别:Engage Grants Program
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资助金额:$1.82万
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财政年份:2017
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负责人:Kadoury, Samuel
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依托单位:
Interventional guidance and medical imaging
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批准号:1000228359-2012
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项目类别:Canada Research Chairs
-
资助金额:$7.29万
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财政年份:2016
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负责人:Kadoury, Samuel
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依托单位:
Topologically invariant manifold learning for medical imaging
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批准号:435904-2013
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项目类别:Discovery Grants Program - Individual
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资助金额:$1.46万
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财政年份:2016
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负责人:Kadoury, Samuel
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依托单位:
Asymmetry quantification from reflectance images of orthotic patients using structural similarity metrics
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批准号:503294-2016
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项目类别:Engage Grants Program
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资助金额:$1.82万
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财政年份:2016
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负责人:Kadoury, Samuel
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依托单位:
海外基金