santam
santam chakraborty
Recently Published
Radiomics and Use of AI for Prognostication
Presentation for AROICON 2024
ICRU 38 and 89 Concepts for Intracavitary Brachytherapy
Lecture taken for SGPGI
Role of AI in RT Planning Process: KBP and AI assisted planning
Presentation made in PRODVANCE 2024
Automatic Segmentation In Radiotherapy
A presentation on AI based automatic segmentation in radiotherapy for PRODVANCE 2024
Appendix : Analysis of EDC Survey
This is the online appendix containing the methods as well as the data for the analysis of the EDC survey
ACHARON Study Results
Phase I questionnaire design stage of the ACHARON Survey
Tutorial on Linear Discriminant Analysis
Tutorial on linear discriminant analysis.
Random Forest
A tutorial on how random forest method can be used for model selection.
Tutorial on Logistic Regression
A tutorial on the methods and principles of logistic regression and the evaluation of the regression analysis results.
Tissues by Gene Expression
Cluster analysis of tissues by gene expression
Using Clustering for profiling
How to do profiling of a dataset using clustering
Basics of Clustering
How to do clustering for data mining using Hierarchical Clustering and K-means clustering.
density plot
Density Plot of Price using qplot function.
boxplot with qplot
Box plot of diamond data showing that median price increases as per the color of the diamond. Color J is pricier than E, however outlier prices are seen for each color.
crvssexdensityplot
Creatinine versus Sex density plot
Histogram of Sex
Histograms and plots