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ResearchFormerly WizWand

IPMN Classification on Cyst-X Internal (val)

64.08SensitivityRadiologist 1
14.648827.481940.31553.1481Jul 29, 2025
Updated 4mo ago

Evaluation results

MethodLinks
Radiologist 1Input=T1W+T2W2025.0764.0889.94
Late ConcatenationInput=T1W+T2W, Threshold=Standard 50% probability2025.0764.0883.33
Probability FusionInput=T1W+T2W, Threshold=Standard 50% probability2025.0757.0484.98
DenseNet-121Input=T2W Only, Threshold=Clinically optimized2025.0756.8393.05
Late Feature AdditionInput=T1W+T2W, Threshold=Standard 50% probability2025.0755.6384.77
Early Feature ConcatenationInput=T1W+T2W, Threshold=Standard 50% probability2025.0751.4188.07
Early Feature AdditionInput=T1W+T2W, Threshold=Clinically optimized2025.0751.4188.07
Late ConcatenationInput=T1W+T2W, Threshold=Clinically optimized2025.0751.4191.77
Probability FusionInput=T1W+T2W, Threshold=Clinically optimized2025.0748.5989.09
RadiomicsInput=T1W Only, Threshold=Clinically optimized2025.0747.1893.02
Early Feature ConcatenationInput=T1W+T2W, Threshold=Clinically optimized2025.0747.1888.68
Average (Radiologists)Input=T1W+T2W2025.0746.0193.91
DenseNet-121Input=T1W Only, Threshold=Clinically optimized2025.0745.7792.2
Early Feature AdditionInput=T1W+T2W, Threshold=Standard 50% probability2025.0745.7789.92
Late Feature AdditionInput=T1W+T2W, Threshold=Clinically optimized2025.0742.9694.44
Radiologist 3Input=T1W+T2W2025.0741.5594.66
DenseNet-121Input=T2W Only, Threshold=Standard 50% probability2025.0738.8596.84
RadiomicsInput=T2W Only, Threshold=Clinically optimized2025.0736.6992
DenseNet-121Input=T1W Only, Threshold=Standard 50% probability2025.0735.9292.81
RadiomicsInput=T1W Only, Threshold=Standard 50% probability2025.0733.893.63
Radiologist 2Input=T1W+T2W2025.0732.3997.13
RadiomicsInput=T2W Only, Threshold=Standard 50% probability2025.0716.5594.74