Kaplan-Meier survival analysis
Definitions & Key takeaways
Kaplan-Meier survival analysis is a statistical technique used to estimate the chance of survival (or failure) for a group of patients (or other objects) over time. It does this by partitioning the total time into intervals and computing the proportion of subjects who are still alive or still in the study at the end of each interval.
High Yield NotesAssessmentsMy Notes
No notes for this video yet
Try adding a note below
Related
Up next
Level 2
Introduction to biostatistics
Types of data
Probability
Mean, median, and mode
Range, variance, and standard deviation
Standard error of the mean (Central limit theorem)
Normal distribution and z-scores
Paired t-test
Two-sample t-test
Hypothesis testing: One-tailed and two-tailed tests
One-way ANOVA
Two-way ANOVA
Repeated measures ANOVA
Correlation
Methods of regression analysis
Linear regression
Logistic regression
Spearman's rank correlation coefficient
Mann-Whitney U test
Kappa coefficient
Chi-squared test
Fisher's exact test
Kaplan-Meier survival analysis
Type I and type II errors
Sensitivity and specificity
Positive and negative predictive value
Test precision and accuracy
Incidence and prevalence
Relative and absolute risk
Odds ratio
Attributable risk (AR)
Mortality rates and case-fatality
DALY and QALY
Direct standardization
Indirect standardization
Study designs
Clinical trials
Disease causality
Selection bias
Confounding
Interaction
Bias in interpreting results of clinical studies
Bias in performing clinical studies
Prevention
Eczematous rashes: Clinical
Papulosquamous skin disorders: Clinical
Alopecia: Clinical
Hypersensitivity skin reactions: Clinical
Autoimmune bullous skin disorders: Clinical
Blistering skin disorders: Clinical
Hypopigmentation skin disorders: Clinical
Benign hyperpigmented skin lesions: Clinical
Skin cancer: Clinical
Immunodeficiencies: Clinical
Protein synthesis inhibitors: Aminoglycosides
Antimetabolites: Sulfonamides and trimethoprim
Antituberculosis medications
Miscellaneous cell wall synthesis inhibitors
Protein synthesis inhibitors: Tetracyclines
Cell wall synthesis inhibitors: Penicillins
Miscellaneous protein synthesis inhibitors
Cell wall synthesis inhibitors: Cephalosporins
DNA synthesis inhibitors: Metronidazole
DNA synthesis inhibitors: Fluoroquinolones
Integrase and entry inhibitors
Nucleoside reverse transcriptase inhibitors (NRTIs)
Protease inhibitors
Hepatitis medications
Non-nucleoside reverse transcriptase inhibitors (NNRTIs)
Neuraminidase inhibitors
Herpesvirus medications
Azoles
Echinocandins
Miscellaneous antifungal medications
Anthelmintic medications
Antimalarials
Anti-mite and louse medications
Osmotic diuretics
Carbonic anhydrase inhibitors
Loop diuretics
Thiazide and thiazide-like diuretics
Potassium sparing diuretics
ACE inhibitors, ARBs and direct renin inhibitors