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Machine learning approaches to predict asthma exacerbations: a narrative review
NA Molfino, G Turcatel, D Riskin - Advances in Therapy, 2024 - Springer
The implementation of artificial intelligence (AI) and machine learning (ML) techniques in
healthcare has garnered significant attention in recent years, especially as a result of their …
healthcare has garnered significant attention in recent years, especially as a result of their …
Early user perspectives on using computer-aided detection software for interpreting chest X-ray images to enhance access and quality of care for persons with …
Despite 30 years as a public health emergency, tuberculosis (TB) remains one of the world's
deadliest diseases. Most deaths are among persons with TB who are not reached with …
deadliest diseases. Most deaths are among persons with TB who are not reached with …
A deep learning-based algorithm for pulmonary tuberculosis detection in chest radiography
CF Chen, CH Hsu, YC Jiang, WR Lin, WC Hong… - Scientific reports, 2024 - nature.com
In tuberculosis (TB), chest radiography (CXR) patterns are highly variable, mimicking
pneumonia and many other diseases. This study aims to evaluate the efficacy of Google …
pneumonia and many other diseases. This study aims to evaluate the efficacy of Google …
Clinical outcomes and actual consequence of lung nodules incidentally detected on chest radiographs by artificial intelligence
SH Hwang, HJ Shin, EK Kim, EH Lee, M Lee - Scientific reports, 2023 - nature.com
This study evaluated how often clinically significant lung nodules were detected
unexpectedly on chest radiographs (CXR) by artificial intelligence (AI)—based detection …
unexpectedly on chest radiographs (CXR) by artificial intelligence (AI)—based detection …
[HTML][HTML] Artificial Intelligence in the Diagnosis of Onychomycosis—Literature Review
B Bulińska, M Mazur-Milecka, M Sławińska… - Journal of …, 2024 - pmc.ncbi.nlm.nih.gov
Onychomycosis is a common fungal nail infection that is difficult to diagnose due to its
similarity to other nail conditions. Accurate identification is essential for effective treatment …
similarity to other nail conditions. Accurate identification is essential for effective treatment …
Improving prognostic accuracy in lung transplantation using unique features of isolated human lung radiographs
Ex vivo lung perfusion (EVLP) enables advanced assessment of human lungs for transplant
suitability. We developed a convolutional neural network (CNN)-based approach to analyze …
suitability. We developed a convolutional neural network (CNN)-based approach to analyze …
[HTML][HTML] AI-Driven Thoracic X-ray Diagnostics: Transformative Transfer Learning for Clinical Validation in Pulmonary Radiography
Our research evaluates advanced artificial (AI) methodologies to enhance diagnostic
accuracy in pulmonary radiography. Utilizing DenseNet121 and ResNet50, we analyzed …
accuracy in pulmonary radiography. Utilizing DenseNet121 and ResNet50, we analyzed …
[HTML][HTML] On AI-assisted pneumoconiosis detection from chest x-rays
According to the World Health Organization, Pneumoconiosis affects millions of workers
globally, with an estimated 260,000 deaths annually. The burden of Pneumoconiosis is …
globally, with an estimated 260,000 deaths annually. The burden of Pneumoconiosis is …
Noise-induced modality-specific pretext learning for pediatric chest X-ray image classification
Introduction Deep learning (DL) has significantly advanced medical image classification.
However, it often relies on transfer learning (TL) from models pretrained on large, generic …
However, it often relies on transfer learning (TL) from models pretrained on large, generic …
[HTML][HTML] Intersection of Performance, Interpretability, and Fairness in Neural Prototype Tree for Chest X-Ray Pathology Detection: Algorithm Development and …
Background: While deep learning classifiers have shown remarkable results in detecting
chest X-ray (CXR) pathologies, their adoption in clinical settings is often hampered by the …
chest X-ray (CXR) pathologies, their adoption in clinical settings is often hampered by the …