3 papers
eess.IV2020
Perfusion Quantification from Endoscopic Videos: Learning to Read Tumor Signatures
Sergiy Zhuk, Jonathan P. Epperlein, Rahul Nair +4
Intra-operative identification of malignant versus benign or healthy tissue is a major challenge in fluorescence guided cancer surgery. We propose a perfusion quantification method…
cs.LG2018
Bayesian Classifier for Route Prediction with Markov Chains
Jonathan P. Epperlein, Julien Monteil, Mingming Liu +3
We present here a general framework and a specific algorithm for predicting the destination, route, or more generally a pattern, of an ongoing journey, building on the recent work…
math.OC2018
The Use of Presence Data in Modelling Demand for Transportation
Jonathan Epperlein, Jaroslaw Legierski, Marcin Luckner +2
We consider the applicability of the data from operators of cellular systems to modelling demand for transportation. While individual-level data may contain precise paths of moveme…