Copyright
        ©The Author(s) 2025.
    
    
        World J Radiol. Sep 28, 2025; 17(9): 109116
Published online Sep 28, 2025. doi: 10.4329/wjr.v17.i9.109116
Published online Sep 28, 2025. doi: 10.4329/wjr.v17.i9.109116
		Figure 1 
            Flowchart of the study selection process.
		
			
          
		
	
		Figure 2 
              The structure of convolutional neural network.
		
			
            
		
	
- Citation: Ding L, Peng JX, Song YJ. Deep learning approaches for image-based snoring sound analysis in the diagnosis of obstructive sleep apnea-hypopnea syndrome: A systematic review. World J Radiol 2025; 17(9): 109116
- URL: https://www.wjgnet.com/1949-8470/full/v17/i9/109116.htm
- DOI: https://dx.doi.org/10.4329/wjr.v17.i9.109116

 
         
                         
                 
                 
                 
                 
                 
                         
                         
                         
                         
			