Latest Research in Pulmonary Diagnostic Informatics

Top Research Topics in Pulmonary Diagnostic Informatics

• Computer Vision and Pattern Recognition — 33 papers
• COVID-19 diagnosis using AI — 19 papers
• Lung Cancer Diagnosis and Treatment — 10 papers
• Advanced Neural Network Applications — 4 papers
• Medical Imaging Techniques and Applications — 4 papers
• AI in cancer detection — 4 papers
• Image and Video Processing — 3 papers
• Advanced X-ray and CT Imaging — 3 papers
• Artificial Intelligence in Healthcare and Education — 2 papers
• Gallbladder and Bile Duct Disorders — 2 papers

Highest-Cited Papers

1. Deceptive bias measurement in deep learning: Assessing shortcut reliance in TCGA cancer models (1 citations)
2. Technical Report v1.19.1: The DB-Building Pipeline Behind Technical Reports v1.12–v1.16, Released for Reuse on Any Dataset
3. Technical Report v1.19.1: The DB-Building Pipeline Behind Technical Reports v1.12–v1.16, Released for Reuse on Any Dataset
4. Hybrid denoising framework for pneumonia detection: integrating discrete wavelet transform and Pix2Pix GAN
5. Pre-Processing of Computed Tomography for Liver Tumor Segmentation using Multiscale Residual Learnable Shuffle Attention V-Net
6. Automated lung tumor segmentation using enhanced U-Net architectures: a multi-backbone comparative study for clinical applications
7. Translating deep learning innovations into clinical medical imaging practice
8. An end-to-end hybrid 3D CNN–transformer architecture for comprehensive lung cancer assessment from chest CT scans
9. Beyond the Foreground: FOV-Aware Polyp Image Synthesis via Lesion-Guided Adaptive Mucosal Context Propagation
10. Unsupervised Anomaly Detection for Image Dataset Quality Assurance in Multi-Center Breast MRI
11. YOLO–SAM-Guided ROI-Based Deep Learning for Non-Invasive Neonatal Jaundice Detection
12. Clinical evaluation of deep learning-enhanced respiratory gated 18F-FDG PET/CT images
13. Cholecystitis detection based on PoolConvNeXt using computed tomography images
14. Benchmarking AI-generated thin-slice CT under clinical reconstruction conditions: a multicohort study
15. SegCol Challenge: Semantic Segmentation for Tools and Fold Edges in Colonoscopy data
16. DS-UNet: enhancing liver tumor segmentation in CT images via dense state space selection and gating mechanism
17. INFORMER—Interpretability-Founded Monitoring of Medical Image Deep Learning Models: Application to Chest X-ray Pathologies
18. A sophisticated multilevel thresholding optimizer for diagnosing breast cancer disease
19. NHPVS: a nodule-aware deep learning method for high-abundance pulmonary vessel segmentation on chest CT
20. Optimised cascaded CNN for tuberculosis diagnosis: integrating bird swarm algorithm with advanced image segmentation

Sub-Regions

• Computer Vision and Pattern Recognition — 30 papers
• Lung Cancer Diagnosis and Treatment — 26 papers
• COVID-19 diagnosis using AI — 17 papers
• Image and Video Processing — 14 papers
• Nosocomial Infections in ICU — 6 papers
• Colorectal Cancer Screening and Detection — 6 papers