Table 5. Classification Accuracy of the Multivariate Algorithm for Subgroups of Patients in the Combined Set (Training and Validation Set).
Cases correctly classifieda/Total cases | % Sn at 43% Sp | ||
---|---|---|---|
Lung Cancer | 88/92 | 95.6 | |
NSCLC | 76/80 | 95 | |
I | 18/19 | 94.7 | |
II | 3/3 | 100 | |
III | 20/21 | 95.2 | |
IV | 35/37 | 94.6 | |
ADC | 41/44 | 93.2 | |
SqCC | 20/20 | 100 | |
LCC | 13/13 | 100 | |
BAC | 1/2 | 50 | |
ND | 1/1 | 100 | |
SCLC | 12/12 | 100 | |
Cases correctly classifieda/Total cases | % Sp at 95% Sn | ||
Control | 41/94 | 43.6 | |
Healthy | 18/44 | 40.9 | |
Benign | 23/50 | 46 | |
RI | 19/41 | 46.3 | |
ILD | 4/9 | 44.4 | |
Accuracy in the Classification of Cancer and Controls regarding CT imaging | |||
Absence of Nodules in CT scan | Cases correctly classifieda/Total cases | % Sn at 43% Sp | |
Lung Cancer | 7/7 | 100 | |
NSCLC | 6/6 | 100 | |
I | 1/1 | 100 | |
II | 2/2 | 100 | |
III | 1/1 | 100 | |
IV | 2/2 | 100 | |
SCLC | Extended | 1/1 | 100 |
Presence of Nodules in CT scan | Cases correctly classifieda/Total cases | % Sp at 95% Sn | |
Control | 1/3 | 33.3 | |
Healthy | 0/1 | 0 | |
Benign | 1/2 | 50 |
Abbreviations: Sn = Sensitivity, Sp = Specificity, NSCLC = Non Small Cell Lung Cancer, ADC = Adenocarcinoma, SqCC = Squamous Cell Carcinoma, LCC = Large Cell Carcinoma, BAC = Bronchioloalveolar Carcinoma, ND = Not Differentiated Carcinoma, SCLC = Small Cell Lung Cancer, RI = Respiratory Infection, ILD = Interstitial Lung Disease.
aCut-off p = 0.266 for a sensitivity of 97% and specificity of 43% in the training set.