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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 7 | Month- July 2024
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Published Paper Details:
Paper Title
Towards Precision Medicine: Machine Learning in Depression Diagnosis
Authors
Surendra Bandi, Syed Zoya Mehak, V. Vinod Chandra, M.Soumya, P. Sai Samraat
Keywords
Firebase, SVM, Random Forest, Secure Hash Algorithm
Abstract
Depression is a prevalent condition that affects about 300 million individuals globally. Anyone can experience depression at any time. It could happen just once or again. It is not the same as typical mood swings or transient melancholy brought on by day-to-day issues. Future developments in technology are transforming the healthcare sector. The discovery of the causes of depression may result in novel studies and therapeutic approaches. as depression is quickly rising to the top of the global community health agenda. We suggested a method that uses machine learning (ML) algorithms to analyse user input data and utilise the results to predict whether or not the user is depressed. The proposed model was adopted to improve the classification performance, and the result showed classification accuracy of 99.74%.
IJCRT's Publication Details
Unique Identification Number - IJCRT2312280
Paper ID - 247722
Page Number(s) - c439-c447
Pubished in - Volume 11 | Issue 12 | December 2023
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Surendra Bandi, Syed Zoya Mehak, V. Vinod Chandra, M.Soumya, P. Sai Samraat, "Towards Precision Medicine: Machine Learning in Depression Diagnosis", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.11, Issue 12, pp.c439-c447, December 2023, Available at :http://www.ijcrt.org/papers/IJCRT2312280.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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