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SBIR-STTR Award
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SBIR-STTR Award
5
Development Of A Machine Learning Model For Prostate Cancer Treatment Planning
Award last edited on: 8/18/20
Sponsored Program
SBIR
Awarding Agency
NIH
Total Award Amount
$300,000
Award Phase
1
Solicitation Topic Code
NCI
Principal Investigator
Roberto Javier Nicolalde
Company Information
Nicolalde R&D LLC
462 East HIGHT STreet SuiTE 25
Lexington, KY 40507
(541) 619-2250
roberto.nicolalde@nicolalde.net
www.nicolalde.net
Location:
Single
Congr. District:
00
County:
Orange
Phase I
Contract Number:
75N91019C00054
Start Date:
00/00/00
Completed:
00/00/00
Phase I year
2019
Phase I Amount
$300,000
This project's goal is to develop and test an application that uses Artificial IntelligenceAIto improve consistency and quality of RT treatment plans for prostate cancerBy understanding expert planner preferences in structure contouring and treatment planningand combining this rationale with data amassed in NRG clinical trialsAI models will be trained to produce contours and treatment plans achieving consensus amongst experts and optimal quality of life outcomes based on more clinical evidence than any one expert s inputOverallthis project will meet a need for improved treatment planning for prostate cancer at reduced economic costThis AI system will generate treatment plans that will provide a standard which may be compared against those generated by human plannersin timeas teams at individual institutions who employ the product develop greater experience with the systemtheir engagement will foster the achievement of plans at higher quality with lower investment of human capitalthereby improving quality of care while reducing costs
Phase II
Contract Number:
----------
Start Date:
00/00/00
Completed:
00/00/00
Phase II year
----
Phase II Amount
----
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