Publications by authors named "Toby Collins"

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Surgeons' awareness, expectations, and involvement with artificial intelligence: a survey pre and post the GPT era.
Lorenzo Arboit, Dennis N Schneider, Toby Collins, Daniel A Hashimoto, Silvana Perretta

Eur J Surg Oncol· December 2025

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Automatic diagnosis of abdominal pathologies in untrimmed ultrasound videos.
Güinther Saibro, Yvonne Keeza, Benoît Sauer, Jacques Marescaux, Michele Diana, Toby Collins

Int J Comput Assist Radiol Surg· May 2025

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TRUSTED: The Paired 3D Transabdominal Ultrasound and CT Human Data for Kidney Segmentation and Registration Research.
William Ndzimbong, Cyril Fourniol, Loic Themyr, Nicolas Thome, Yvonne Keeza, Toby Collins

Sci Data· April 2025

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Global registration of kidneys in 3D ultrasound and CT images.
William Ndzimbong, Nicolas Thome, Cyril Fourniol, Yvonne Keeza, Benoît Sauer, Toby Collins

Int J Comput Assist Radiol Surg· January 2025

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Surgical optomics: hyperspectral imaging and deep learning towards precision intraoperative automatic tissue recognition-results from the EX-MACHYNA trial.
Elisa Bannone, Toby Collins, Alessandro Esposito, Lorenzo Cinelli, Matteo De Pastena

Surg Endosc· July 2024

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IJCARS: IPCAI 2024 special issue-15th international conference on information processing in computer-assisted interventions 2024-part 1.
Toby Collins, Sara Moccia, Mathias Unberath

Int J Comput Assist Radiol Surg· June 2024

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Machine learning models to predict success of endoscopic sleeve gastroplasty using total and excess weight loss percent achievement: a multicentre study.
Maria Vannucci, Patrick Niyishaka, Toby Collins, María Rita Rodríguez-Luna, Pietro Mascagni

Surg Endosc· January 2024

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Towards automatic verification of the critical view of the myopectineal orifice with artificial intelligence.
Masashi Takeuchi, Toby Collins, Clement Lipps, Mathieu Haller, Josiane Uwineza

Surg Endosc· June 2023

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IJCARS-IPCAI 2023 special issue: conference information processing for computer-assisted interventions, 14th International Conference 2023-part 1.
Toby Collins, Qi Dou, Mathias Unberath

Int J Comput Assist Radiol Surg· June 2023

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Partial Hepatic Vein Occlusion and Venous Congestion in Liver Exploration Using a Hyperspectral Camera: A Proposal for Monitoring Intraoperative Liver Perfusion.
Simone Famularo, Elisa Bannone, Toby Collins, Elisa Reitano, Nariaki Okamoto

Cancers (Basel)· April 2023

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Automatic optical biopsy for colorectal cancer using hyperspectral imaging and artificial neural networks.
Toby Collins, Valentin Bencteux, Sara Benedicenti, Valentina Moretti, Maria Teresa Mita

Surg Endosc· November 2022

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Hyperspectral Imaging in Major Hepatectomies: Preliminary Results from the Ex-Machyna Trial.
Emanuele Felli, Lorenzo Cinelli, Elisa Bannone, Fabio Giannone, Edoardo Maria Muttillo, Toby Collins

Cancers (Basel)· November 2022

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Computer-Assisted Differentiation between Colon-Mesocolon and Retroperitoneum Using Hyperspectral Imaging (HSI) Technology.
Nariaki Okamoto, María Rita Rodríguez-Luna, Valentin Bencteux, Mahdi Al-Taher, Lorenzo Cinelli, Toby Collins

Diagnostics (Basel)· September 2022

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StaSiS-Net: A stacked and siamese disparity estimation network for depth reconstruction in modern 3D laparoscopy.
Francesco Bardozzo, Toby Collins, Antonello Forgione, Alexandre Hostettler, Roberto Tagliaferri

Med Image Anal· April 2022

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Surgical data science - from concepts toward clinical translation.
Lena Maier-Hein, Matthias Eisenmann, Duygu Sarikaya, Keno März, Toby Collins, Justin Collins

Med Image Anal· February 2022

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Knowledge, attitude, and practice of artificial intelligence in emergency and trauma surgery, the ARIES project: an international web-based survey.
Belinda De Simone, Fikri M Abu-Zidan, Andrew A Gumbs, Elie Chouillard, Salomone Di Saverio, Toby Collins

World J Emerg Surg· February 2022

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Intraoperative Guidance Using Hyperspectral Imaging: A Review for Surgeons.
Manuel Barberio, Sara Benedicenti, Margherita Pizzicannella, Eric Felli, Toby Collins

Diagnostics (Basel)· November 2021

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Prediction of In Vivo Laser-Induced Thermal Damage with Hyperspectral Imaging Using Deep Learning.
Martina De Landro, Eric Felli, Toby Collins, Richard Nkusi, Andrea Baiocchini

Sensors (Basel)· October 2021

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Automatic Recognition of Colon and Esophagogastric Cancer with Machine Learning and Hyperspectral Imaging.
Toby Collins, Marianne Maktabi, Manuel Barberio, Valentin Bencteux, Boris Jansen-Winkeln

Diagnostics (Basel)· September 2021

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Deep Learning Analysis of In Vivo Hyperspectral Images for Automated Intraoperative Nerve Detection.
Manuel Barberio, Toby Collins, Valentin Bencteux, Richard Nkusi, Eric Felli

Diagnostics (Basel)· August 2021

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Automatic Liver Viability Scoring with Deep Learning and Hyperspectral Imaging.
Eric Felli, Mahdi Al-Taher, Toby Collins, Richard Nkusi, Emanuele Felli

Diagnostics (Basel)· August 2021

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A novel knockout mouse for the small EDRK-rich factor 2 (Serf2) showing developmental and other deficits.
Karen Cleverley, Weaverly Colleen Lee, Paige Mumford, Toby Collins, Matthew Rickman

Mamm Genome· April 2021

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Correction to: Bridging the Gap Between RCTs and RWE Through Endpoint Selection.
Robert J LoCasale, Chris L Pashos, Ben Gutierrez, Nancy A Dreyer, Toby Collins

Ther Innov Regul Sci· January 2021

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Definitions of Computer-Assisted Surgery and Intervention, Image-Guided Surgery and Intervention, Hybrid Operating Room, and Guidance Systems: Strasbourg International Consensus Study.
Mariano Giménez, Benôit Gallix, Guido Costamagna, Jean-Nicolas Vauthey, Michael Moche, Toby Collins

Ann Surg Open· December 2020

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Hyperspectral evaluation of hepatic oxygenation in a model of total vs. arterial liver ischaemia.
Eric Felli, Mahdi Al-Taher, Toby Collins, Andrea Baiocchini, Emanuele Felli

Sci Rep· September 2020

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