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Jonathan Epperlein
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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
4022009
Thermoacoustics and the Rijke tube: Experiments, identification, and modeling
JP Epperlein, B Bamieh, KJ Astrom
IEEE Control Systems Magazine 35 (2), 57-77, 2015
662015
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
552021
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
242018
Cognitive journey companion system
J Epperlein, C Gambella, WM Griggs, Y Lassoued, J Marecek, ...
US Patent 10,527,437, 2020
202020
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
192020
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
132021
Recovering Markov models from closed-loop data
JP Epperlein, S Zhuk, R Shorten
Automatica 103, 116-125, 2019
102019
Topics in modeling and control of spatially distributed systems
JP Epperlein
University of California, Santa Barbara, 2014
102014
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
92021
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
82023
Resource allocation with population dynamics
J Epperlein, J Mareček
2017 55th annual allerton conference on communication, control, and …, 2017
82017
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
72023
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
72023
Reinforcement learning with algorithms from probabilistic structure estimation
JP Epperlein, R Overko, S Zhuk, C King, D Bouneffouf, A Cullen, ...
Automatica 144, 110483, 2022
62022
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
62021
Distributed control of spatially invariant systems over Sobolev spaces
JP Epperlein, B Bamieh
2014 European Control Conference (ECC), 2133-2138, 2014
62014
Spatially invariant embeddings of systems with boundaries
JP Epperlein, B Bamieh
2016 American Control Conference (ACC), 6133-6139, 2016
52016
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
42023
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
42020
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Articles 1–20