2 citations · 2 across the 3 of their papers we have counts for
5 papers
Resolution limits for process comparison from event data
Antony R. Lee, Peter Tiňo, Iain B. Styles
One hospital runs bloods and imaging at the same time. Another runs them one after the other, in either order, equally often. Knowing which actually happened, and how it is recorde…
String Diagrams for Process Mining
Antony R. Lee, Peter Tiňo, Iain B. Styles
Run two process-discovery algorithms on the same event log and they return two different pictures of the same process. Petri nets, causal nets, process trees and BPMN each rely on…
A Proper Scoring Rule for Virtual Staining
Samuel Tonks, Steve Hood, Ryan Musso +5
Generative virtual staining (VS) models for high-throughput screening (HTS) can provide an estimated posterior distribution of possible biological feature values for each input and…
A distance function for stochastic matrices
Antony R. Lee, Peter Tino, Iain Bruce Styles
Motivated by information geometry, a distance function on the space of stochastic matrices is advocated. Starting with sequences of Markov chains the Bhattacharyya angle is advocat…
Can virtual staining for high-throughput screening generalize?
Samuel Tonks, Cuong Nguyen, Steve Hood +6
The large volume and variety of imaging data from high-throughput screening (HTS) in the pharmaceutical industry present an excellent resource for training virtual staining models.…