Research Article

[Retracted] Adaptive Diagnosis of Lung Cancer by Deep Learning Classification Using Wilcoxon Gain and Generator

Table 1

The set of features selected.

FeaturesValuesRemarks

DGNA specific combination of ICD-10 codes for primary and secondary as well as multiple tumoursDGN3, DGN2, DGN4, DGN6, DGN5, DGN8, DGN1
PRE4Forced vital capacity (FVC)Numeric
PRE5The volume expelled at the conclusion of the first second of forced expirationNumeric
PRE6Performance statusZubrod scale (PRZ2, PRZ1, PRZ0)
PRE7Pain before surgery(T, F)
PRE8Haemoptysis before surgery(T, F)
PRE9Dyspnoea before surgery(T, F)
PRE10Cough before surgery(T, F)
PRE11Weakness before surgery(T, F)
PRE14T in clinical TNM-size of the original tumour, from OC11 (smallest) to OC14 (largest)(T, F)
PRE17Type 2 diabetes mellitus (DM)(T, F)
PRE19MI up to 6 months(T, F)
PRE25Peripheral arterial diseases (PAD)(T, F)
PRE30Smoking(T, F)
PRE32Asthma(T, F)
AGEAge at surgeryNumeric
Risk1Y1-year survival period-(T)rue value if died (T, F)(T, F)