Pulmonology

Latest AI and machine learning research in pulmonology for healthcare professionals.

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Fingerprinting Fluorescent In Situ Hybridization Enables Multiplexed Identification of Pathogenic Bacteria.

Fluorescence in situ hybridization (FISH) is a highly specific technique for pathogenic bacteria det...

Mar 2026 41810482
Deep learning-based 4D robust optimization of intensity-modulated proton therapy for lung cancer radiotherapy.

Intensity-modulated proton therapy (IMPT) provides steep dose gradients but is vulnerable to range u...

Mar 2026 41812327
Optimizing Diagnostic Accuracy of Clinical Red Flags in RASopathies.

RASopathies are a group of genetic disorders caused by pathogenic variants in the RAS-mitogen-activa...

Mar 2026 41813603
Definitions of early COPD and predictors for disease progression: a systematic review.

INTRODUCTION: Early chronic obstructive pulmonary disease (COPD) is considered to represent the init...

Mar 2026 41813011
An automated framework for quantitative alveolar bone loss using deep learning-based landmark detection.

OBJECTIVE: To develop and evaluate an automated framework for full-mouth quantification of radiograp...

Mar 2026 41812977
A lightweight CNN for enhanced non-small cell lung cancer classification using CT scan image.

Lung cancer is a leading cause of cancer-related mortality worldwide, and its early and accurate det...

Mar 2026 41807468
Towards fully automated synthetic ECV quantification: an open-access machine learning-based approach for fast blood draw-free CMR.

Extracellular volume (ECV) quantification involves time-consuming multi-step post-processing and a b...

Mar 2026 41807594
Future Perspectives for Artificial Intelligence in Allergy: Advances in Diagnosis, Monitoring, and Personalized Care.

Artificial intelligence (AI) is significantly transforming the specialty of allergy by offering nove...

Mar 2026 41805731
[Plasma proteomics in age-related macular degeneration].

BACKGROUND: Neovascular age-related macular degeneration (nAMD) shows a heterogeneous treatment resp...

Mar 2026 41805864
GOLD 2026: Transforming COPD Management with Early Intervention, Multi-dimensional Assessment, and Personalized Care.

The 2026 report from the Global Initiative for Chronic Obstructive Lung Disease (GOLD) introduces su...

Mar 2026 41806208
AI-Based Screening for At-Risk MASLD and Advanced Fibrosis in the US Population: A Cost-Effectiveness Analysis.

BACKGROUND: Metabolic dysfunction-associated steatotic liver disease (MASLD) is highly prevalent and...

Mar 2026 41806252
Bridging Population Patterns and Individual Prediction: Framework for Prospective Multimorbidity Study.

BACKGROUND: Multimorbidity has become a major global public health challenge. However, existing rese...

(1)
Mar 2026 41806366
Non-contact monitoring in neonatology.

To present and critically evaluate current contactless monitoring modalities - infrared thermography...

(2)
Mar 2026 41806842
Accuracy and reproducibility of tumor size measurement using a deep-learning-based CDSS in resected lung cancer.

PURPOSE: MONCAD LCT is a commercially available deep-learning based clinical decision support system...

Mar 2026 41805778
Fusing serum peptidome profiles with clinical variables via machine learning for pulmonary embolism risk assessment.

Pulmonary embolism (PE) remains a life-threatening cardiovascular emergency that requires timely and...

Mar 2026 41819718
Revolutionizing hepatic fibrosis staging: A machine learning approach combining clinical, biochemical, and microbiome insights.

Non-alcoholic Steatohepatitis (NASH) is a common disease that not only affects adults but has also b...

Mar 2026 41806697
Discovery of Peripheral Airway Beyond Incomplete CT Annotations for Navigational Bronchoscopy.

Sensitive reconstruction of peripheral airway branches is critical for bronchoscopic navigation, yet...

Mar 2026 41801779
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