Kshivets O. Lung Cancer Surgery

5-YEAR SURVIVAL OF NON-SMALL CELL LUNG CANCER PATIENTS AFTER RADICAL SURGERY SIGNIFICANTLY DEPENDED ON PHASE TRANSITION “EARLY-INVASIVE CANCER”, LYMPH NODE METASTASES AND CELL RATIO FACTORS Oleg Kshivets, MD, PhD Siauliai Public Hospital, Siauliai, Lithuania

Abstract ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Data ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Staging ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Survival Rate ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

General Lung Cancer Patients Survival after Complete Procedures (Kaplan-Meier) ( n= 602)

Early and Invasive Lung Cancer Patients Survival after Complete Procedures (Kaplan-Meier) ( n= 602)

Survival of Lung Cancer Patients with N0 and N1-2 after Complete Procedures (Kaplan-Meier) ( n= 602)

Results of Cox Regression Modeling in Prediction of Lung Cancer Patients Survival after Complete Procedures (n=602 ) Overall Chi2=171.3; df=6; P=0.000; ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Results of Discriminant Analysis in Prediction of Lung Cancer Patients Survival after Complete Procedures (n=557) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Results of Multi-Factor Clustering of Clinicopathological Data in Prediction of Lung Cancer Patients Survival after Complete Procedures (n=557)

Results of Clustering in Prediction of Lung Cancer Patients Survival after Complete Procedures (n=557) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Neural Networks in Prediction of Lung Cancer Patients Survival after Complete Procedures (n=557) ,[object Object],[object Object],[object Object],[object Object],[object Object]

Results of Neural Networks Computing in Prediction of Lung Cancer Patients Survival after Complete Procedures (n=557) Error=0.00 0 ; Area under ROC Curve=1.00; Correct Classification Rate=100% ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Results of Genetic Algorithm Selection in Prediction of Lung Cancer Patients Survival after Complete Procedures (n=557) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Results of Kohonen Self-Organizing Neural Networks Computing in Prediction of Lung Cancer Patients Survival after Complete Procedures (n=557)

Results of Bootstrap Simulation in Prediction of Lung Cancer Patients Survival after Complete Procedures (n=557) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Ratio of Lymphocytes and Erythrocytes to Cancer Cells & Glucose Level in Prediction of Lung Cancer Patients Survival after Complete Procedures (n=557)

Prognostic SEPATH-Model of Lung Cancer Patients Survival after Complete Procedures (n=557)

Conclusions: ,[object Object],[object Object],[object Object],[object Object]

Address: Oleg Kshivets M.D., Ph.D., Consultant Thoracic, Abdominal, General Surgeon & Surgical Oncologist ,[object Object],[object Object],[object Object],[object Object],[object Object]

Kshivets O. Lung Cancer Surgery

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Kshivets O. Lung Cancer Surgery