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Measurement of Cardiothoracic Ratio on Chest X-rays Using Artificial Intelligence-A Systematic Review and Meta-Analysis.
J Clin Med
August 2024
Department of Radiology and Nuclear Medicine, Faculty of Medical Sciences in Katowice, Medical University of Silesia, Medyków 14, 40-752 Katowice, Poland.
Chest X-rays (CXRs) are pivotal in clinical diagnostics, particularly in assessing cardiomegaly through the cardiothoracic ratio (CTR). This systematic review and meta-analysis evaluate the efficacy of artificial intelligence (AI) in automating CTR determination to enhance patient care and streamline diagnostic processes. They are concentrated on comparing the performance of AI models in determining the CTR against human assessments, identifying the most effective models for potential clinical implementation.
View Article and Find Full Text PDFMachine Meets Brain: A Systematic Review of Effectiveness of Robotically Performed Cerebral Angiography Interventions.
World Neurosurg
June 2024
Department of Biophysics, Faculty of Medical Sciences in Zabrze, Medical University of Silesia in Katowice, Zabrze, Poland; Foundation of Cardiac Surgery Development, Zabrze, Poland.
Background: Stroke is a leading cause of death in the United States, with significant economic and human costs. Early diagnosis and rapid treatment are critical for preventing stroke-related morbidity and mortality. However, accessibility to neurointerventional medical centers remains a challenge for many Americans, highlighting the need for innovative solutions to improve stroke management.
View Article and Find Full Text PDFUp Close and Personal with Adult-Onset Leukoencephalopathy.
J Alzheimers Dis
March 2024
Clinical Assistant Professor in the Department of Science Education, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell Author of "Atypical Dementia: Understanding Midlife Language, Visual, Behavioral & Cognitive Changes"
Promoting whole person health: Exploring the role of traditional Chinese medicine in Polish healthcare.
J Integr Med
November 2023
Center for East-West Medicine, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA 90024, USA.
Poland has a unique history of traditional Chinese medicine (TCM) dating back to the 17th century when Polish missionary Michael (Michał) Boym was a pioneer in the field. In the 20th century, his successor, Professor Zbigniew Garnuszewski, reintroduced acupuncture to medical practice in Poland. However, other methods of TCM and its holistic approach to patient care have not found their place in modern medicine in Poland.
View Article and Find Full Text PDFMulti-Label Classification of Chest X-ray Abnormalities Using Transfer Learning Techniques.
J Pers Med
September 2023
Department of Biophysics, Faculty of Medical Sciences in Zabrze, Medical University of Silesia, Jordana 19, 41-808 Zabrze, Poland.
In recent years, deep neural networks have enabled countless innovations in the field of image classification. Encouraged by success in this field, researchers worldwide have demonstrated how to use Convolutional Neural Network techniques in medical imaging problems. In this article, the results were obtained through the use of the EfficientNet in the task of classifying 14 different diseases based on chest X-ray images coming from the NIH (National Institutes of Health) ChestX-ray14 dataset.
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