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 | 393 | 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 | 60 | 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 | 43 | 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 | 23 | 2018 |
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 | 19 | 2020 |
Cognitive journey companion system J Epperlein, C Gambella, WM Griggs, Y Lassoued, J Marecek, ... US Patent 10,527,437, 2020 | 12 | 2020 |
Recovering Markov models from closed-loop data JP Epperlein, S Zhuk, R Shorten Automatica 103, 116-125, 2019 | 11 | 2019 |
Challenges in the interpretation of colorectal indocyanine green fluorescence angiography: Video vignette J Dalli, N Hardy, PG Mac Aonghusa, JP Epperlein, P Cantillon-Murphy, ... Colorectal Disease, 2021 | 10 | 2021 |
Topics in modeling and control of spatially distributed systems JP Epperlein University of California, Santa Barbara, 2014 | 10 | 2014 |
Resource allocation with population dynamics J Epperlein, J Mareček 2017 55th annual allerton conference on communication, control, and …, 2017 | 8 | 2017 |
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 | 7 | 2021 |
Distributed control of spatially invariant systems over Sobolev spaces JP Epperlein, B Bamieh 2014 European Control Conference (ECC), 2133-2138, 2014 | 6 | 2014 |
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 | 5 | 2021 |
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 | 4 | 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 | 4 | 2022 |
Spatially invariant embeddings of systems with boundaries JP Epperlein, B Bamieh 2016 American Control Conference (ACC), 6133-6139, 2016 | 4 | 2016 |
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, 1-10, 2023 | 3 | 2023 |
Objective interrogation of signal presentation from surgical near-infrared fluorescence systems for user and computerised interpretation J Dalli, G Gallagher, A Jindal, JP Epperlein, NP Hardy, R Malallah, ... Clinical Biophotonics II 12146, 51-63, 2022 | 3 | 2022 |
A real-time region tracking algorithm tailored to endoscopic video with open-source implementation JP Epperlein, S Zhuk arXiv preprint arXiv:2203.08858, 2022 | 3 | 2022 |
Minimax sliding mode control design for linear evolution equations with noisy measurements and uncertain inputs S Zhuk, OV Iftime, JP Epperlein, A Polyakov Systems & Control Letters 147, 104830, 2021 | 3 | 2021 |