Publications by authors named "Jonathan Epperlein"

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Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge.
Maximilian Zenk, Ujjwal Baid, Sarthak Pati, Akis Linardos, Brandon Edwards, Jonathan P Epperlein

Nat Commun· July 2025

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A novel flexible near-infrared endoscopic device that enables real-time artificial intelligence fluorescence tissue characterization.
Gareth Gallagher, Ra'ed Malallah, Jonathan P Epperlein, Jeffrey Dalli, Niall Hardy

PLoS One· May 2025

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Explainable endoscopic artificial intelligence method for real-time in situ significant rectal lesion characterization: a prospective cohort study.
Niall P Hardy, Pol MacAonghusa, Jeffrey Dalli, Jonathan P Epperlein, Paul Huxel

Int J Surg· February 2025

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Clinical and computational development of a patient-calibrated ICGFA bowel transection recommender.
Jeffrey Dalli, Jonathan P Epperlein, Niall P Hardy, Mohammad Faraz Khan, Pol Mac Aonghusa

Surg Endosc· June 2024

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Surgeon assessment of significant rectal polyps using white light endoscopy alone and in comparison to fluorescence-augmented AI lesion classification.
Niall P Hardy, Alice Moynihan, Jeffrey Dalli, Jonathan P Epperlein, Philip D McEntee

Langenbecks Arch Surg· June 2024

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Geotemporal Fluorophore Biodistribution Mapping of Colorectal Cancer: Micro and Macroscopic Insights.
Niall P Hardy, Niall Mulligan, Jeffrey Dalli, Jonathan P Epperlein, Peter M Neary

Curr Oncol· February 2024

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A Case Report Demonstrating Quantitative Indocyanine Green Fluorescence Angiography for Single- Versus Dual-vein Microvascular Anastomosis.
Jeffrey Dalli, Jonathan P Epperlein, Abhinav Jindal, Shirley Potter, Ronan Ambrose Cahill

Plast Reconstr Surg Glob Open· December 2023

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Clinical application of machine learning and computer vision to indocyanine green quantification for dynamic intraoperative tissue characterisation: how to do it.
Niall P Hardy, Pol MacAonghusa, Jeffrey Dalli, Gareth Gallagher, Jonathan P Epperlein

Surg Endosc· August 2023

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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.
Niall P Hardy, Jonathan P Epperlein, Jeffrey Dalli, William Robertson, Richard Liddy

Surg Open Sci· March 2023

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Evaluating clinical near-infrared surgical camera systems with a view to optimizing operator and computational signal analysis.
Jeffrey Dalli, Abhinav Jindal, Gareth Gallagher, Jonathan P Epperlein, Niall P Hardy

J Biomed Opt· March 2023

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Dynamic NIR Fluorescence Imaging and Machine Learning Framework for Stratifying High vs. Low Notch-Dll4 Expressing Host Microenvironment in Triple-Negative Breast Cancer.
Shayan Shafiee, Jaidip Jagtap, Mykhaylo Zayats, Jonathan Epperlein, Anjishnu Banerjee

Cancers (Basel)· February 2023

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Practical Perfusion Quantification in Multispectral Endoscopic Video: Using the Minutes after ICG Administration to Assess Tissue Pathology.
Jonathan P Epperlein, Mykhaylo Zayats, Seshu Tirupathi, Sergiy Zhuk, Tigran Tchrakian

AMIA Annu Symp Proc· April 2022

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Challenges in the interpretation of colorectal indocyanine green fluorescence angiography - A video vignette.
Jeffrey Dalli, Niall Hardy, Pol G Mac Aonghusa, Jonathan P Epperlein, Padraig Cantillon Murphy

Colorectal Dis· May 2021

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Discrete logic modelling as a means to link protein signalling networks with functional analysis of mammalian signal transduction.
Julio Saez-Rodriguez, Leonidas G Alexopoulos, Jonathan Epperlein, Regina Samaga, Douglas A Lauffenburger

Mol Syst Biol· April 2010

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