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Table 1 Words important for algorithmic protocol assignment

From: Development and web deployment of an automated neuroradiology MRI protocoling tool with natural language processing

Position Spine MRI
Routine
(importance score)
Spine MRI
Contrast
(importance score)
Head MRI
Routine
(importance score)
Head MRI
Contrast
(importance score)
Head MRI
Other
(importance score)
1 Stenosis
(1.0000)
Mass
(1.0000)
Stroke
(0.9183)
Brain
(0.9308)
Aneurysm
(MRA: 0.9360)
2 Scoliosis
(1.0000)
Resection
(1.0000)
Non
(0.9166)
Meningioma
(0.8875)
Seizure
(Epilepsy: 0.8911)
3 Disc
(1.0000)
Infection
(0.9992)
Severe
(0.9050)
magnetic_resonance_angiography
(0.5394)
negex_pituitary_gland
(Sella: 0.7545)
4 Fall
(1.0000)
Metastases
(0.9989)
Memory
(0.9005)
negex_brain
(0.3836)
Hearing
(IAC: 0.6439)
5 Herniation
(1.0000)
Abscess
(0.9983)
magenetic_resonance_imaging
(0.8837)
Mass
(0.3678)
negex_aneurysm
(MRA: 0.4070)
6 Female
(0.9999)
ependeymal_tumor
(0.9976)
Cognitive
(0.8821)
Evaluate
(0.3122)
internal_auditory_canal
(IAC: 0.3482)
7 myelomalacia
(0.9999)
breast_cancer
(0.9958)
Stability
(0.8809)
pituitary_gland
(0.3064)
Seizures
(Epilepsy: 0.2725)
8 intervetebral_disc_degeneration
(0.9998)
prostate_cancer
(0.9948)
hx
(0.8774)
Fluorine
(0.3054)
galactorrhea
(Sella: 0.2409)
9 Cervicalgia
(0.9998)
Radiation
(0.9943)
Weakness
(0.8764)
Mets
(0.2862)
pituitary_gland
(Sella: 0.2367)
10 angiosarcoma
(0.9997)
Myelitis
(0.9934)
Months
(0.8739)
Metastatic
(0.2741)
Neuralgia
(Face: 0.1571)