AIMC Topic: Solitary Pulmonary Nodule

Clear Filters Showing 71 to 80 of 223 articles

Enhancing Lung Nodule Classification: A Novel CViEBi-CBGWO Approach with Integrated Image Preprocessing.

Journal of imaging informatics in medicine Mar 25, 2024
Cancer detection and accurate classification pose significant challenges for medical professionals, as it is described as a lethal illness. Diagnosing the malignant lung nodules in its initial stage significantly enhances the recovery and survival ra...
Humans Neural Networks, Computer Algorithms Tomography, X-Ray Computed Solitary Pulmonary Nodule Radiographic Image Interpretation, Computer-Assisted Lung Image Processing, Computer-Assisted Lung Neoplasms
View on PubMed DOI

Socio-Economic Factors and Clinical Context Can Predict Adherence to Incidental Pulmonary Nodule Follow-up via Machine Learning Models.

Journal of the American College of Radiology : JACR Mar 8, 2024
OBJECTIVE: To quantify the relative importance of demographic, contextual, socio-economic, and nodule-related factors that influence patient adherence to incidental pulmonary nodule (IPN) follow-up visits and evaluate the predictive performance of ma...
Solitary Pulmonary Nodule Patient Compliance Incidental Findings Female Lung Neoplasms Humans Aged Male Socioeconomic Factors Machine Learning Middle Aged Adult
View on PubMed DOI

LGDNet: local feature coupling global representations network for pulmonary nodules detection.

Medical & biological engineering & computing Mar 2, 2024
Detection of suspicious pulmonary nodules from lung CT scans is a crucial task in computer-aided diagnosis (CAD) systems. In recent years, various deep learning-based approaches have been proposed and demonstrated significant potential for addressing...
Humans Neural Networks, Computer Algorithms Tomography, X-Ray Computed Lung Neoplasms Multiple Pulmonary Nodules Solitary Pulmonary Nodule Radiographic Image Interpretation, Computer-Assisted Lung Diagnosis, Computer-Assisted Deep Learning
View on PubMed DOI

Improving Image Quality and Nodule Characterization in Ultra-low-dose Lung CT with Deep Learning Image Reconstruction.

Academic radiology Feb 29, 2024
RATIONALE AND OBJECTIVE: To investigate the influence of the deep learning image reconstruction (DLIR) on the image quality and quantitative analysis of pulmonary nodules under ultra-low dose lung CT conditions.
Radiographic Image Interpretation, Computer-Assisted Radiation Dosage Adult Male Middle Aged Multiple Pulmonary Nodules Solitary Pulmonary Nodule Deep Learning Lung Neoplasms Tomography, X-Ray Computed Female Aged Humans Prospective Studies
View on PubMed DOI

Overcoming the Challenge of Accurate Segmentation of Lung Nodules: A Multi-crop CNN Approach.

Journal of imaging informatics in medicine Feb 12, 2024
Lung nodules are generated based on the growth of small and round- or oval-shaped cells in the lung, which are either cancerous or non-cancerous. Accurate segmentation of these nodules is crucial for early detection and diagnosis of lung cancer. Howe...
Neural Networks, Computer Algorithms Tomography, X-Ray Computed Lung Humans Lung Neoplasms Solitary Pulmonary Nodule Radiographic Image Interpretation, Computer-Assisted
View on PubMed DOI

Deep learning for malignancy risk estimation of incidental sub-centimeter pulmonary nodules on CT images.

European radiology Dec 20, 2023
OBJECTIVES: To establish deep learning models for malignancy risk estimation of sub-centimeter pulmonary nodules incidentally detected by chest CT and managed in clinical settings.
Incidental Findings Middle Aged Tomography, X-Ray Computed Solitary Pulmonary Nodule Risk Assessment Humans Aged Radiographic Image Interpretation, Computer-Assisted Deep Learning Lung Neoplasms Female Male Multiple Pulmonary Nodules
View on PubMed DOI

Performance Analysis in Children of Traditional and Deep Learning CT Lung Nodule Computer-Aided Detection Systems Trained on Adults.

AJR. American journal of roentgenology Nov 22, 2023
Although primary lung cancer is rare in children, chest CT is commonly performed to assess for lung metastases in children with cancer. Lung nodule computer-aided detection (CAD) systems have been designed and studied primarily using adult training ...
Radiographic Image Interpretation, Computer-Assisted Child, Preschool Child Lung Neoplasms Solitary Pulmonary Nodule Lung Deep Learning Humans Adolescent Artificial Intelligence Female Adult Sensitivity and Specificity Male Computers Retrospective Studies Tomography, X-Ray Computed
View on PubMed DOI

Robot-assisted thoracoscopic surgery resection of a ground-glass nodule in the right middle lobe.

Jornal brasileiro de pneumologia : publicacao oficial da Sociedade Brasileira de Pneumologia e Tisilogia Nov 17, 2023
Humans Lung Robotics Robotic Surgical Procedures Lung Neoplasms Solitary Pulmonary Nodule Thoracic Surgery, Video-Assisted Thoracoscopy
View on PubMed DOI

Imaging of Solid Pulmonary Nodules.

Clinics in chest medicine Sep 19, 2023
Early detection with accurate classification of solid pulmonary nodules is critical in reducing lung cancer morbidity and mortality. Computed tomography (CT) remains the most widely used imaging examination for pulmonary nodule evaluation; however, o...
Early Detection of Cancer Positron Emission Tomography Computed Tomography Magnetic Resonance Imaging Humans Multiple Pulmonary Nodules Tomography, X-Ray Computed Lung Neoplasms Solitary Pulmonary Nodule
View on PubMed DOI

A novel image deep learning-based sub-centimeter pulmonary nodule management algorithm to expedite resection of the malignant and avoid over-diagnosis of the benign.

European radiology Sep 2, 2023
OBJECTIVES: With the popularization of chest computed tomography (CT) screening, there are more sub-centimeter (≤ 1 cm) pulmonary nodules (SCPNs) requiring further diagnostic workup. This area represents an important opportunity to optimize the SCPN ...
Precancerous Conditions Overdiagnosis Humans Multiple Pulmonary Nodules Deep Learning Algorithms Solitary Pulmonary Nodule Lung Neoplasms Lung Radiographic Image Interpretation, Computer-Assisted
View on PubMed DOI
Popular Topics
Recent Journals