Jonathan Epperlein
Cited by
Cited by
Discrete logic modelling as a means to link protein signalling networks with functional analysis of mammalian signal transduction
J Saez‐Rodriguez, LG Alexopoulos, J Epperlein, R Samaga, ...
Molecular systems biology 5 (1), 331, 2009
Thermoacoustics and the Rijke tube: Experiments, identification, and modeling
JP Epperlein, B Bamieh, KJ Astrom
IEEE Control Systems Magazine 35 (2), 57-77, 2015
Artificial intelligence indocyanine green (ICG) perfusion for colorectal cancer intra-operative tissue classification
RA Cahill, DF O’Shea, MF Khan, HA Khokhar, JP Epperlein, ...
British Journal of Surgery 108 (1), 5-9, 2021
Bayesian classifier for route prediction with markov chains
JP Epperlein, J Monteil, M Liu, Y Gu, S Zhuk, R Shorten
2018 21st international conference on intelligent transportation systems …, 2018
Cognitive journey companion system
J Epperlein, C Gambella, WM Griggs, Y Lassoued, J Marecek, ...
US Patent 10,527,437, 2020
Perfusion quantification from endoscopic videos: learning to read tumor signatures
S Zhuk, JP Epperlein, R Nair, S Tirupathi, P Mac Aonghusa, DF O’Shea, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
Challenges in the interpretation of colorectal indocyanine green fluorescence angiography: Video vignette
J Dalli, N Hardy, PG Mac Aonghusa, JP Epperlein, P Cantillon-Murphy, ...
John Wiley & Sons, Inc., 2021
Recovering Markov models from closed-loop data
JP Epperlein, S Zhuk, R Shorten
Automatica 103, 116-125, 2019
Practical perfusion quantification in multispectral endoscopic video: using the minutes after ICG administration to assess tissue pathology
JP Epperlein, M Zayats, S Tirupathi, S Zhuk, T Tchrakian, ...
AMIA Annual Symposium Proceedings 2021, 428, 2021
Topics in modeling and control of spatially distributed systems
JP Epperlein
University of California, Santa Barbara, 2014
Clinical application of machine learning and computer vision to indocyanine green quantification for dynamic intraoperative tissue characterisation: how to do it
NP Hardy, P MacAonghusa, J Dalli, G Gallagher, JP Epperlein, C Shields, ...
Surgical Endoscopy 37 (8), 6361-6370, 2023
Real-time administration of indocyanine green in combination with computer vision and artificial intelligence for the identification and delineation of colorectal liver metastases
NP Hardy, JP Epperlein, J Dalli, W Robertson, R Liddy, JJ Aird, ...
Surgery Open Science 12, 48-54, 2023
Resource allocation with population dynamics
J Epperlein, J Mareček
2017 55th annual allerton conference on communication, control, and …, 2017
Evaluating clinical near-infrared surgical camera systems with a view to optimizing operator and computational signal analysis
J Dalli, A Jindal, G Gallagher, JP Epperlein, NP Hardy, R Malallah, ...
Journal of Biomedical Optics 28 (3), 035002-035002, 2023
Reinforcement learning with algorithms from probabilistic structure estimation
JP Epperlein, R Overko, S Zhuk, C King, D Bouneffouf, A Cullen, ...
Automatica 144, 110483, 2022
Testing embedded systems and application using hardware-in-the-loop as a service (HILAAS)
JP Epperlein, C Gambella, WM Griggs, Y Lassoued, J Marecek, ...
US Patent 10,983,897, 2021
Spatially invariant embeddings of systems with boundaries
JP Epperlein, B Bamieh
2016 American Control Conference (ACC), 6133-6139, 2016
Distributed control of spatially invariant systems over Sobolev spaces
JP Epperlein, B Bamieh
2014 European Control Conference (ECC), 2133-2138, 2014
Dynamic NIR fluorescence imaging and machine learning framework for stratifying high vs. low notch-Dll4 expressing host microenvironment in triple-negative breast cancer
S Shafiee, J Jagtap, M Zayats, J Epperlein, A Banerjee, A Geurts, M Flister, ...
Cancers 15 (5), 1460, 2023
Assessing personalized risk for a user on a journey
J Epperlein, Y Lassoued, M Mevissen, J Monteil, G Russo, R Shorten
US Patent 10,768,002, 2020
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