Interdisciplinary Medicine, EarlyView.Magnetocardiography (MCG) enables non‐invasive mapping of cardiac magnetic fields. In this study, an MCG‐based machine learning model detects pulmonary hypertension with robust performance. Furthermore, MCG features may improve the accuracy of short‐term risk assessment.
Yuankun Qi +11 more
wiley +1 more source
Alzheimer's disease: new insight in assessing of amyloid plaques morphologies using multifractal geometry based on Naive Bayes optimized by random forest algorithm. [PDF]
Sci Rep, 2023 Amin E +3 more
europepmc +1 more source
The Kaohsiung Journal of Medical Sciences, EarlyView.ABSTRACT Contrast‐induced nephropathy (CIN) is an important cause of acute kidney injury following exposure to iodinated contrast media, and effective preventive strategies remain limited. This study investigated the renoprotective effects of riociguat, a soluble guanylate cyclase stimulator, in an experimental rat model of CIN and explored machine ...
Mustafa Begenc Tascanov +10 more
wiley +1 more source
Digital Image-based Classification of Clove Quality using Naïve Bayes Algorithm
Sistemasi: Jurnal Sistem InformasiAt present, clove cultivation is increasingly in demand, especially by farmers because it is easy to maintain and the selling price is high. Researchers conducted observations in Tana Toa Village on how the processing of cloves after harvesting is drying
Dilla Dilla +2 more
doaj +1 more source
Retracted: Application of Internet of Things and Naive Bayes in Public Health Environmental Management of Government Institutions in China. [PDF]
J Healthc Eng, 2023 Healthcare Engineering JO.
europepmc +1 more source
Uncovering Key Characteristics of Antibacterial Peptides through Machine Learning
Macromolecular Rapid Communications, EarlyView.Machine‐learning (ML) techniques using random forest classification models revealed key characteristics that predict effective antimicrobial peptides (AMPs) targeting Gram‐negative bacteria, Gram‐positive bacteria, and mycobacteria. The ideal cLogP (<$ < $−6) and net‐charge (≤+4) threshold was the same for all three targets with variations in the ...
Jooyoung Roh +2 more
wiley +1 more source
Organ Medicine, EarlyView.This review evaluates how machine learning, multimodal integration, and generative AI optimize kidney transplant outcomes. These tools enable superior prediction and personalized therapy but face hurdles in data volume, generalizability, and ethics. Future clinical adoption depends on continued innovation and multidisciplinary collaboration to overcome
Maoxin Liao, Cheng Yang
wiley +1 more source
The Identification and Analysis of the Centers of Geographical Public Opinions in Flood Disasters Based on Improved Naïve Bayes Network. [PDF]
Int J Environ Res Public Health, 2022 Tang H, Xu H, Rui X, Heng X, Song Y.
europepmc +1 more source
Exploring the Gut‐Prostate Axis: Microbial Signatures Linked to Prostate Volume and Bladder Function
The Prostate, EarlyView.ABSTRACT Background Benign prostatic hyperplasia (BPH) is a common urologic condition in aging men, often linked to systemic inflammation and metabolic dysfunction. Emerging evidence suggests that the gut microbiome may contribute to prostate health and disease.
Jonathan Surber +12 more
wiley +1 more source
Expecting individuals' body reaction to Covid-19 based on statistical Naïve Bayes technique. [PDF]
Pattern Recognit, 2022 Rabie AH +3 more
europepmc +1 more source