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Jonathan P. Epperlein

Observed names: Epperlein, Jonathan, Epperlein, Jonathan P, Epperlein, Jonathan P., J P Epperlein, J. Epperlein, J. P. Epperlein, J.P. Epperlein, Jonathan Epperlein, Jonathan P Epperlein
ORCID: 0000-0003-2912-0543
Observed ORCID: 0000-0003-2912-0543
OpenAlex ID: A5047658989
Discrete logic modelling as a means to link protein signalling networks with functional analysis of mammalian signal transduction
2009 · Julio Saez‐Rodriguez, Leonidas G Alexopoulos, et al. · Molecular Systems Biology · 352
Artificial intelligence indocyanine green (ICG) perfusion for colorectal cancer intra-operative tissue classification
2020 · R A Cahill, D F O’Shea, et al. · British journal of surgery · 81
Thermoacoustics and the Rijke Tube: Experiments, Identification, and Modeling
2015 · Jonathan P. Epperlein, Bassam Bamieh, et al. · IEEE Control Systems · 56
Clinical application of machine learning and computer vision to indocyanine green quantification for dynamic intraoperative tissue characterisation: how to do it
2023 · Niall P. Hardy, Pol MacAonghusa, et al. · Surgical Endoscopy · 23
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Perfusion Quantification from Endoscopic Videos: Learning to Read Tumor Signatures
2020 · Sergiy Zhuk, Jonathan P. Epperlein, et al. · Lecture notes in computer science · 20
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Bayesian classifier for Route prediction with Markov chains
2018 · Jonathan P. Epperlein, Julien Monteil, et al. · International Conference on Intelligent Transportation Systems · 17
Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge
2025 · Maximilian Zenk, Ujjwal Baid, et al. · Nature Communications · 16
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Real-time administration of indocyanine green in combination with computer vision and artificial intelligence for the identification and delineation of colorectal liver metastases
2023 · Niall P. Hardy, Jonathan P. Epperlein, et al. · Surgery Open Science · 15
Evaluating clinical near-infrared surgical camera systems with a view to optimizing operator and computational signal analysis
2023 · Jeffrey Dalli, Abhinav Jindal, et al. · Journal of Biomedical Optics · 14
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Challenges in the interpretation of colorectal indocyanine green fluorescence angiography – A video vignette
2021 · Jeffrey Dalli, Niall Hardy, et al. · Colorectal Disease · 12
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Recovering Markov models from closed-loop data
2019 · Jonathan P. Epperlein, Sergiy Zhuk, et al. · Automatica · 11
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Reinforcement learning with algorithms from probabilistic structure estimation
2022 · Jonathan P. Epperlein, Roman Overko, et al. · Automatica · 10
Practical Perfusion Quantification in Multispectral Endoscopic Video: Using the Minutes after ICG Administration to Assess Tissue Pathology.
2021 · Jonathan P Epperlein, Mykhaylo Zayats, et al. · PubMed · 9
Advancing indocyanine green fluorescence flap perfusion assessment via near infrared signal quantification
2024 · J. Dalli, F. Reilly, et al. · JPRAS Open · 8
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A feasibility study assessing quantitative indocyanine green angiographic predictors of reconstructive complications following nipple-sparing mastectomy
2024 · J. Dalli, C.L. Nguyen, et al. · JPRAS Open · 8
A novel flexible near-infrared endoscopic device that enables real-time artificial intelligence fluorescence tissue characterization
2025 · Gareth Gallagher, Ra’ed Malallah, et al. · PLoS ONE · 7
Dynamic NIR Fluorescence Imaging and Machine Learning Framework for Stratifying High vs. Low Notch-Dll4 Expressing Host Microenvironment in Triple-Negative Breast Cancer
2023 · Shayan Shafiee, Jaidip Jagtap, et al. · Cancers · 6
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Spatially invariant embeddings of systems with boundaries
2016 · Jonathan P. Epperlein, Bassam Bamieh · Proceedings of the ... American Control Conference/Proceedings of the American Control Conference · 6
Explainable endoscopic artificial intelligence method for real-time in situ significant rectal lesion characterization: a prospective cohort study
2025 · Niall P. Hardy, Pol MacAonghusa, et al. · International Journal of Surgery · 5
Surgeon assessment of significant rectal polyps using white light endoscopy alone and in comparison to fluorescence-augmented AI lesion classification
2024 · Niall P. Hardy, Alice Moynihan, et al. · Langenbeck s Archives of Surgery · 5
Clinical and computational development of a patient-calibrated ICGFA bowel transection recommender
2024 · Jeffrey Dalli, Jonathan P. Epperlein, et al. · Surgical Endoscopy · 5
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Topics in Modeling and Control of Spatially Distributed Systems
2014 · Jonathan P. Epperlein · eScholarship (California Digital Library) · 5
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Robust Learning Protocol for Federated Tumor Segmentation Challenge
2023 · Ambrish Rawat, Giulio Zizzo, et al. · Lecture notes in computer science · 4
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Objective interrogation of signal presentation from surgical near-infrared fluorescence systems for user and computerised interpretation
2022 · Jeffrey Dalli, Gareth Gallagher, et al. · 4
Minimax sliding mode control design for linear evolution equations with noisy measurements and uncertain inputs
2020 · Sergiy Zhuk, Orest V. Iftime, et al. · Systems & Control Letters · 4
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Works count: 47
Citation count: 727
H-index: 11
I10-index: 12
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