Journal of Vascular Medicine & Surgery

Department of Medicine, Imperial College London, London, England

Publications

• Research Article   
  Classic versus Deep Learning Computer Vision Methods CT Scan Lung Cancer Detection: Meta-Analysis
  Author(s): Benson A. Babu*
  
  Lung cancer is the number one cause of cancer-related deaths in the United States and worldwide. It also has this highest burden of cost globally. The current state of the healthcare system and physicians alike are under considerable financial and operative pressure; thus at high risk for burn out. Computer-aided diagnosis systems can assist physicians in the medical decision-making process during patient care, as well as improving hospital operative efficiency while reducing burn out. Methods: A total of 638 studies were extracted. 62 (9.7%) deep learning and 83 (13%) classic learning methods out of the 638 total cross-sectional studies were selected based on the study eligibility protocol. I2 measure of consistency/ heterogeneity was applied to the results of random-effects meta-analysis. Based on this selected model studies, the mean ac.. View more»
  

  DOI: 10.35248/2329-6925.24.12.567

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