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Pulmonologists-level lung cancer detection based on standard blood test results and smoking status using an explainable machine learning approach.
Sci Rep
December 2024
SDU Health Informatics and Technology, The Mærsk Mc-Kinney Møller Institute, University of Southern Denmark, 5230, Odense, Denmark.
Lung cancer (LC) remains the primary cause of cancer-related mortality, largely due to late-stage diagnoses. Effective strategies for early detection are therefore of paramount importance. In recent years, machine learning (ML) has demonstrated considerable potential in healthcare by facilitating the detection of various diseases.
View Article and Find Full Text PDFAn international and multidisciplinary EORTC survey on resectability of stage III non-small cell lung cancer.
Lung Cancer
December 2024
Department of Pulmonary Medicine, GROW - School for Oncology and Reproduction, Maastricht University Medical Center+, P. Debyelaan 25, 6229 HX Maastricht, the Netherlands. Electronic address:
Introduction: The EORTC-Lung Cancer Group initiated a Delphi consensus process to establish a consensual definition of resectable stage III non-small cell lung cancer (NSCLC) for the use in clinical trials, including a systematic review, survey, and review of clinical cases. Here, the survey results are presented, aimed to identify areas of controversy.
Methods: A survey was distributed among the members of six international organizations related to lung cancer.
Novel Strategies for Lung Cancer Interventional Diagnostics.
J Clin Med
November 2024
Department of Medicine, Section of Pulmonary and Critical Care Medicine, Boston University, Boston, MA 02215, USA.
Lung cancer is a major global health issue, with 2.21 million cases and 1.80 million deaths reported in 2020.
View Article and Find Full Text PDFPhysician Deserts: Navigating the Texas Terrain of Provider Supply and Demand with GIS Mapping.
Healthcare (Basel)
November 2024
College of Agriculture and Natural Resources, Tarleton State University, Stephenville, TX 76402, USA.
Rural health disparities in Texas impact population health due to limited healthcare access, insurance, and transportation challenges, especially in medically underserved areas. A shortage of specialists in rural regions worsens these issues, leading to increased morbidity and mortality rates. Our research aimed to address a knowledge gap by investigating the availability of three medical specialists-cardiologists, pulmonologists, and endocrinologists-in rural counties of Texas and identifying areas where access to healthcare is limited.
View Article and Find Full Text PDFA Technique for Monitoring Mechanically Ventilated Patient Lung Conditions.
Diagnostics (Basel)
November 2024
Faculty of Engineering, North-West University, Potchefstroom 2531, South Africa.
Background: Mechanical ventilation is a critical but resource-intensive treatment. Automated tools are common in screening diagnostics, whereas real-time, continuous trend analysis in mechanical ventilation remains rare. Current techniques for monitoring lung conditions are often invasive, lack accuracy, and fail to isolate respiratory resistance-making them impractical for continuous monitoring and diagnosis.
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