A Scalable Radiomics- and Natural Language Processing–Based Machine Learning Pipeline to Distinguish Between Painful and Painless Thoracic Spinal Bone Metastases: Retrospective Algorithm Development and Validation Study
 
                            A Scalable Radiomics- and Natural Language Processing–Based Machine Learning Pipeline to Distinguish Between Painful and Painless Thoracic Spinal Bone Metastases: Retrospective Algorithm Development and Validation Study
                        
     
                    Hossein Naseri
                   
                    1
                      , MSc ;  
                    Sonia Skamene
                   
                    2
                      , MD ;  
                    Marwan Tolba
                   
                    2
                      , MD ;  
                    Mame Daro Faye
                   
                    2
                      , MD ;  
                    Paul Ramia
                   
                    2
                      , MD ;  
                    Julia Khriguian
                   
                    2
                      , MD ;  
                    Marc David
                   
                    2
                      , MD ;  
                    John Kildea
                   
                    1
                      , PhD 
 
                1
            
            Medical Physics Unit, McGill University Health Centre, Montreal, QC, Canada
        
                2
            
            Division of Radiation Oncology, McGill University Health Centre, Montreal, QC, Canada
        
  
        
    
        
    
        
    
        
    
        
    
        
    
        
    
        
    
 
            Corresponding Author:
        
 - 
                Hossein Naseri, MSc
- 
                Medical Physics Unit
            
- 
                McGill University Health Centre
            
- 
                Cedars Cancer Centre
            
- 
                1001 boul Décarie Montréal
            
- 
                Montreal, QC H4A 3J1
- 
                Canada
            
- 
                Phone:
                1 514-934-1934 ext 44158
- 
                Email: 3naseri@gmail.com