Machine Learning Approaches on Polycystic Ovary Syndrome

Q: How many days will it take for my paper to be published?

The review time for papers is not fixed. However, if the paper is accepted and the author completes the processing charges formalities, the paper will be published within a few working days.

Q: I would like to receive a hard copy of the journal materials. Are there any additional charges?

You can log in to the author portal and pay 500 INR to receive the hard copy materials.

Sanjana Mahadik; Vrushali Dhami; Shubhangi Wadibhasme; Rutuja Argade

Machine Learning Approaches on Polycystic Ovary Syndrome

Authors: Sanjana Mahadik, Vrushali Dhami, Shubhangi Wadibhasme, Rutuja Argade

Unique Paper ID: 164974
Volume: 10
Issue: 12
PageNo: 2956-2961

Keywords: Polycystic Ovary Syndrome Support vector machine Random Forest Decision Tree and Naive Bayes Classiï¬er.

Abstract:
Polycystic ovary syndrome (PCOS) is a common endocrine disorder affecting reproductive-aged women worldwide. It is characterized by a complex interplay of hormonal imbalances, metabolic dysfunction, and ovarian abnormalities. Early detection and diagnosis of PCOS are crucial for timely intervention and management of the condition. This abstract presents an overview of various approaches and advancements in PCOS detection, highlighting both traditional and emerging methods. The traditional diagnostic criteria for PCOS include the Rotterdam criteria, which require the presence of at least two out of three features: irregular menstrual cycles, clinical or biochemical signs of hyper androgenism, and polycystic ovaries observed on ultrasound. However, these criteria have limitations, and newer diagnostic strategies are being explored Keywords: Predictive modeling, Model Training, Diagnosis, Machine Learning.

Download article

email to a friend

Cite This Article

ISSN: 2349-6002
Volume: 10
Issue: 12
PageNo: 2956-2961

Machine Learning Approaches on Polycystic Ovary Syndrome

Available:https://ijirt.org/article?manuscript=164974

Impact Factor
8.01 (Year 2024)

UGC Approved
Journal no 47859

Join Our IPN

IJIRT Partner Network

Submit your research paper and those of your network (friends, colleagues, or peers) through your IPN account, and receive 800 INR for each paper that gets published.

Join Now