Advances in AI and machine learning for predictive medicine

A Sharma, A Lysenko, S Jia, KA Boroevich… - Journal of Human …, 2024 - nature.com
The field of omics, driven by advances in high-throughput sequencing, faces a data
explosion. This abundance of data offers unprecedented opportunities for predictive …

The prediction of NICU admission and identifying influential factors in four different categories leveraging machine learning approaches

R Tashakkori, A Mozdgir, A Karimi… - … Signal Processing and …, 2024 - Elsevier
Neonatal mortality is a concerning issue for many families worldwide. With advances in
perinatal and neonatal care, neonatal mortality has been markedly reduced. While the …

Machine learning models based on clinical indices and cardiotocographic features for discriminating asphyxia fetuses—Porto retrospective intrapartum study

M Ribeiro, I Nunes, L Castro, C Costa-Santos… - Frontiers in Public …, 2023 - frontiersin.org
Introduction Perinatal asphyxia is one of the most frequent causes of neonatal mortality,
affecting approximately four million newborns worldwide each year and causing the death of …

Exploring the Performance of Machine Learning Models and Predictive Factors for Fetal Death: Preliminary Results

MEF de Mello, É da Silva Rocha, FL de Morais… - … Awareness and Social …, 2023 - Springer
This study investigates the effectiveness of machine learning models in predicting fetal
death and identifying significant predictive factors. The study utilized a dataset from the …

Capability of Artificial Intelligence in Enhancing Neonatal Care Quality in Iran

M Jalilian, Z Hosseiniposhteh - Journal of Kermanshah University of …, 2024 - brieflands.com
The quality of neonatal care is a critical aspect of healthcare that demands significant
attention in Iran, particularly in light of policies promoting population growth. Over the last …

Artificial Intelligence in Health Care-Applications, Possible Legal Implications and Challenges of Regulation

R Sovilj, S Stojkovic Zlatanovic - Regional L. Rev., 2023 - HeinOnline
Recent developments in the application of artificial intelligence (AI) in health care promise to
solve many of the existing global problems in improving human health care and managing …

[PDF][PDF] Applications of Artificial Intelligence in the Perinatal Period

EC EREN, T AKCAOGLU - BİDGE Yayınları - researchgate.net
The practice of artificial intelligence (AI) technology in obstetrics includes monitoring
maternal and fetal health during pregnancy, early disease diagnosis and treatment in the …