12 citations · 23 across the 5 of their papers we have counts for
5 papers
A critical assessment of conformal prediction methods applied in binary classification settings
Damjan Krstajic
In recent years there has been an increase in the number of scientific papers that suggest using conformal predictions in drug discovery. We consider that some versions of conforma…
Missed opportunities in large scale comparison of QSAR and conformal prediction methods and their applications in drug discovery
Damjan Krstajic
Recently Bosc et al. (J Cheminform 11(1): 4, 2019), published an article describing a case study that directly compares conformal predictions with traditional QSAR methods for larg…
Binary classification models with "Uncertain" predictions
Damjan Krstajic, Ljubomir Buturovic, Simon Thomas +1
Binary classification models which can assign probabilities to categories such as "the tissue is 75% likely to be tumorous" or "the chemical is 25% likely to be toxic" are well und…
How real is the random censorship model in medical studies?
Damjan Krstajic
In survival analysis the random censorship model refers to censoring and survival times being independent of each other. It is one of the fundamental assumptions in the theory of s…
Why comparing survival curves between two subgroups may be misleading
Damjan Krstajic
We analyse an issue when comparing survival curves between two subgroups. We show that there is a direct relationship between estimates of subgroups' survival at a time point and p…