Creating an artificial intelligence (AI) system that can correctly identify symptoms and diagnose patients is a highly intricate task. This endeavor requires extensive medical expertise, noticing subtle symptom differences among diseases, vast medical disease data and dependable, precise responses form the AI. Crafting such a system demands advanced programming, rich datasets for training, and ongoing improvements to match the rigor of medical criteria. Most importantly, an ambitious task like this requires several years of time.
The current website we have established marks a noteworthy advancement in this field. Nevertheless, it's vital to acknowledge its present boundaries. Our prototype's diagnostic capabilities are confined to a selected array of health conditions and pertains to a limited reliability level, influenced by the data quality available for learning.
Nonetheless, our resolve to push this technology's boundaries stands firm. By investing in research, teaming up with healthcare experts, and refining our AI through successive iterations, we plan to elevate both its operational scope and diagnostic precision considerably. Future enhancements will involve broadening the array of conditions it can identify, improving interpretation of different symptom patterns, and using practical feedback to polish its performance.
The path to a fully capable symptom-diagnosing AI is formidable, yet we approach it with optimism for its transformative potential in healthcare. The following is a list of similar and rather common diseases and conditions prevelant in India. Based on our current capabilities, DiagnoMate can successfully identify and diagnose these conditions.
The following diseases were chosen and their symptoms were carefully studied and mapped after consulting various credited medical websites and datasets -
https://www.who.int/news-room/fact-sheets/detail/hypertension
https://www.who.int/news-room/fact-sheets/detail/influenza-(seasonal)
https://people.dbmi.columbia.edu/~friedma/Projects/DiseaseSymptomKB/index.html
https://www.hopkinsmedicine.org/health/conditions-and-diseases/common-cold
https://www.mayoclinic.org/diseases-conditions/asthma/symptoms-causes/syc-20369653
https://www.mayoclinic.org/diseases-conditions/rabies/symptoms-causes/syc-20351821
https://www.cdc.gov/coronavirus/2019-ncov/symptoms-testing/symptoms.html