Cancer Treatment Optimization

Predict Best Treatment

Age

Sex MaleFemale

Race WhiteBlackAsian or Pacific IslanderAmerican Indian/Alaska Native

Income Category $75,000+$70,000 - $74,999$65,000 - $69,999$60,000 - $64,999$55,000 - $59,999$50,000 - $54,999$45,000 - $49,999$40,000 - $44,999$35,000 - $39,999< $35,000Unknown/missing/no match/Not 1990-2021

Grade Well differentiated; Grade IModerately differentiated; Grade IIPoorly differentiated; Grade IIIUndifferentiated; anaplastic; Grade IV

Primary Site Parotid GlandSubmandibular GlandSublingual GlandOverlapping Lesion of Major Salivary GlandsMajor Salivary Gland Unknown

Grade Clinical ABCD9

Grade Pathological ABCD9

Laterality Bilateral Single PrimaryLeft-Origin of PrimaryNot a Paired SiteOnly One Side - Side UnspecifiedPaired Site-But NoRight-Origin of Primary

Histology Mucoepidermoid NeoplasmAcinar Cell NeoplasmAdenocarcinomasOther Neoplasm

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Please note that the model's output is NOT for clinical use. This is for demonstration purposes only.

Explanation of the model's outputs:

The first set of results is the model calculating the optimized treatment to provide the greatest survival when taking all factors into account, including demographic and social determinants of health as selected above.

The second set of results shows the model's calculation of optimized treatment based on survival for the same cohort of patients, without taking any demographic nor social determinants into account.