AI tools for assessing human fertility using risk factors: a state-of-the-art review

D GhoshRoy, PA Alvi, KC Santosh - Journal of Medical Systems, 2023 - Springer
Infertility has massively disrupted social and marital life, resulting in stressful emotional well-
being. Early diagnosis is the utmost need for faster adaption to respond to these changes …

The role of artificial intelligence in male infertility: evaluation and treatment: a narrative review

N Venishetty, M Alkassis, O Raheem - Uro, 2024 - mdpi.com
Male infertility has affected an increasingly large population over the past few decades,
affecting over 186 million people globally. The advent of assisted reproductive technologies …

Explainable AI to predict male fertility using extreme gradient boosting algorithm with SMOTE

D GhoshRoy, PA Alvi, KC Santosh - Electronics, 2022 - mdpi.com
Infertility is a common problem across the world. Infertility distribution due to male factors
ranges from 40% to 50%. Existing artificial intelligence (AI) systems are not often human …

Unboxing industry-standard AI models for male fertility prediction with SHAP

D GhoshRoy, PA Alvi, KC Santosh - Healthcare, 2023 - mdpi.com
Infertility is a social stigma for individuals, and male factors cause approximately 30% of
infertility. Despite this, male infertility is underrecognized and underrepresented as a …

The prediction of semen quality based on lifestyle behaviours by the machine learning based models

A Aykaç, C Kaya, Ö Çelik, ME Aydın… - Reproductive Biology and …, 2024 - Springer
Purpose To find the machine learning (ML) method that has the highest accuracy in
predicting the semen quality of men based on basic questionnaire data about lifestyle …

Detection of Male Fertility Using AI-Driven Tools

DG Roy, PA Alvi - International Conference on Recent Trends in Image …, 2021 - Springer
In the last few decades, the nation has been experiencing a low fertility rate due to fast
changes in human lifestyle over a short period. Many lifestyle factors, such as liquor …

Comparison of back-propagation ANN and Naϊve-Bayes method in identifying lung X-ray images

MA Bustomi - AIP Conference Proceedings, 2022 - pubs.aip.org
This paper presents the results of a comparison of two methods for the identification of X-ray
images of the lungs, namely the ANN bac#-propagation method and the Naïve-Bayes …

Implementation of neural network backpropagation using audio feature extraction for classification of gamelan notes

F Firdausillah, DG Mahendra, J Zeniarja… - … on Application for …, 2018 - ieeexplore.ieee.org
Gamelan consists of several musical instruments including kendang, saron, bonang,
panerus, kempul, gender, gambang, kethuk, flute, siter, clempung, slenthem, demung …

Makine öğrenme yöntemleri ile semen kalitesi tahmini

K Karadağ - Avrupa Bilim ve Teknoloji Dergisi, 2020 - dergipark.org.tr
Doğurganlık oranları son yıllarda önemli ölçüde azalmıştır. Bu durum özellikle erkeklerde
daha fazla görülmeye başlanmış ve kısırlık olarak ifade edilmiştir. Kısırlık, Dünya Sağlık …

[PDF][PDF] Improve machine learning results for semen analysis using ensemble meta classification

N Priya - International Journal of Advanced Research in …, 2017 - pdfs.semanticscholar.org
Numerous studies have found that, declining male fertility around the world in the past 50
years are still falling at a rate of two per cent every year. Reasons for this decline range from …