Pulmonology

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

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Charge-Derived Polarization Fingerprints from Charge-Aware Molecular Dynamics: A Descriptor Framework for BaTiO 3 .

Charge-aware molecular dynamics provides access to dynamically evolving effective atomic charges alo...

(2)
Oct 2026 42816462
EffAtt-LungNet: An attention-guided EfficientNet framework for three-class lung histopathology classification.

This study presents EffAtt-LungNet, an attention-guided deep learning framework for three-class lung...

(1)
Oct 2026 42832554
Decoding the Aneurysm Thrombus: Radiomic Signatures of Sac Shrinkage After EVAR.

BACKGROUND: Aneurysm sac shrinkage after endovascular aortic repair (EVAR) is a surrogate marker of ...

(2)
Oct 2026 42830122
Machine Learning-Driven Noninvasive Prediction of Liver Fibrosis in Unclassified Liver Disease.

Chronic liver diseases (CLDs) frequently progress silently to advanced fibrosis or cirrhosis, yet ex...

(3)
Oct 2026 42830860
Comparison of Deep Learning-Based Free Breathing with Conventional Breath Holding CMR for Quantifying Degenerative Mitral Regurgitation.

BACKGROUND: Cardiovascular magnetic resonance (CMR) imaging acquisition frequently relies on breath-...

(2)
Oct 2026 42829055
External evaluation of a deep learning-based algorithm for automated lung tumor and esophagus segmentation on CBCT.

Online adaptive radiotherapy (ART) requires fast and accurate delineation of targets and organs at r...

(6)
Oct 2026 42826729
Dense temporal sleep apnea profiling from single-channel PPG with downstream AHI estimation: a large-scale retrospective feasibility study.

Sleep apnea (SA) diagnosis remains challenging due to the cost and limited accessibility of polysomn...

(5)
Oct 2026 42826756
Exhaled breath metabolomics: Clinical diagnostic applications, technological evolution and translational challenges.

Breathomics, the analysis of volatile organic compounds (VOCs) and other metabolites in exhaled brea...

(2)
Oct 2026 42826824
Artificial intelligence and digital technologies transforming neonatal respiratory assessment: a scoping review.

Digital technologies and artificial intelligence (AI) have been increasingly incorporated into neona...

(6)
Oct 2026 42827094
Identification of clinical phenotypes and development of a predictive model for rapid lung function decline in COPD patients.

BACKGROUND: Chronic obstructive pulmonary disease (COPD) exhibits significant clinical heterogeneity...

(5)
Oct 2026 42817919
Deep learning-based CNN method for fiducial marker detection in kilovoltage X-ray images for liver tumor motion monitoring.

BACKGROUND: During radiation therapy, liver tumor motion can reduce dose delivery accuracy and incre...

(2)
Oct 2026 42830534
Multimodal AI for early lung cancer detection: from LDCT to clinical and molecular integration.

Low‑dose computed tomography (LDCT) is the established screening backbone for lung cancer in high‑ri...

(8)
Oct 2026 42822135
Cost-Effectiveness of AI in Breast Cancer Screening and Lung Cancer Diagnostics: A Case Study From Costa Rica.

OBJECTIVES: This study evaluated the cost-effectiveness of integrating artificial intelligence (AI) ...

(1)
Oct 2026 42822279
Advances in Prognostic Assessment of Idiopathic Pulmonary Fibrosis: From Clinical-Physiological Parameters and Molecular Biomarkers to Multimodal Models.

Idiopathic pulmonary fibrosis (IPF) is a chronic progressive fibrotic lung disease with an extremely...

(1)
Oct 2026 42822813
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