< Lumbar Spine Degenerative Classification >

; Classify lumbar spine degenerative conditions

https://www.kaggle.com/competitions/rsna-2024-lumbar-spine-degenerative-classification/overview

• Dead Line : 10 / 9

  
  

🤩 things to check

• Conditions (5개)

1. spinal canal stenosis
2. neural_foraminal_narrowing (left/right)
3. subarticular_stenosis (left/right)
   
   

• locations (5개)
  ; L1/L2, L2/L3, L3/L4, L4/L5, and L5/S1.
  

• levels (target)

1. normal / mid
2. moderate
3. severe

• data
  ; image(.dcm) & train_csv 확인 결과 normal/mild가 대부분 80~90%
  

• sumission

row - 25개 ( conditions*locations )
col - 3개 (levels)

• paper
  (main) https://pubs.rsna.org/doi/full/10.1148/radiol.2021204289
  (model archietecture) https://pubs.rsna.org/doi/suppl/10.1148/radiol.2021204289
  (github) https://github.com/NUHS-NUS-SpineAI/SpineAI-Detect-Classify-LumbarMRI-Stenosis?tab=readme-ov-file

publish : RSNA Radiology(article) 2021
인용 78회