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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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Authors
Gaurav Garad,Revata Nagargoje,Prashant Raut,Rutuja Shinkar
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Keywords
--Human-machine interaction, Chatbot, Medical Chatbot, Natural Language Processing, Machine Learning, Bot I
Abstract
Automatized medical chatbots are conversationally built with technology in mind with having the potential to reduce efforts to healthcare costs and improve access to medical services and knowledge. We built a diagnosis bot that engages patients in the conversation for their medical query and problems to provides an individualized diagnosis based on their diagnosed manifestation and profile. Our chatbot system is qualified to identify symptoms from user inputs with a standard precision of 65%. Using these extracted diagnosed symptoms correct symptoms were identified with a recall of 65% and a precision of 71%. Finally, the chatbot returned the expected diagnosis for further more operations. This determines that a medical chatbot can provide a somewhat accurate diagnosis to patients with simple symptom analysis and a conversational approach, this suggests that an effective spoken language medical bot could be viable. Moreover, the relative effectiveness of this bot indicates that more proceeds automated medical products may flourish to serve a bigger role in healthcare.
IJCRT's Publication Details
Unique Identification Number - IJCRT24A4095
Paper ID - 256525
Author type - Indian Author
Page Number(s) - j546-j550
Pubished in - Volume 12 | Issue 4 | April 2024
DOI (Digital Object Identifier) -
No Of Downloads - 123
Author Country - India, 412207, Pune, Pune, 412207, Science and Technology
Publisher Name - IJPUBLICATION | www.ijcrt.org | ISSN : 2320-2882
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Gaurav Garad,Revata Nagargoje,Prashant Raut,Rutuja Shinkar, "Medical AI Assistant", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.12, Issue 4, pp.j546-j550, April 2024, Available at :http://www.ijcrt.org/papers/IJCRT24A4095.pdf
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The International Journal of Creative Research Thoughts (IJCRT) aims to explore advances in research pertaining to applied, theoretical and experimental Technological studies.
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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