Providing medical treatment using optimized symptom-centric decision trees based on disease-centric knowledge graphs
AssigneeInternational Business Machines Corporation
InventorsJian Wang, Qi Cheng Li, Ya Bin Dang, Li Jun Mei, Xin Zhou
Life of this patent
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Abstract
Methods and systems for treating a disease include navigating a symptom-centric decision tree which accounts for probabilities for symptoms and diseases and emergency values for the symptoms and diseases, based on information provided by a user, to determine a disease. A treatment is provided to the user based on the determined disease.
Claims20
A method for treating a disease, comprising:
- navigating a symptom-centric decision tree which accounts for probabilities for symptoms and diseases and emergency values for the symptoms and diseases, using a processor, based on information provided by a user, to determine a disease;
- and
- providing a treatment to the user based on the determined disease.
A non-transitory computer readable storage medium comprising a computer readable program for treating a disease, wherein the computer readable program when executed on a computer causes the computer to perform the steps of:
- navigating a symptom-centric decision tree which accounts for probabilities for symptoms and diseases and emergency values for the symptoms and diseases, using a processor, based on information provided by a user, to determine a disease;
- and
- providing a treatment to the user based on the determined disease.
A system for treating a disease, comprising:
- a decision tree module, comprising a processor, configured to navigate a symptom-centric decision tree which accounts for probabilities for symptoms and diseases and emergency values for the symptoms and diseases, based on information provided by a user, to determine a disease;
- and
- a treatment module configured to providing a treatment to the user based on the determined disease.
Dependencies are inferred from the claim text.