Guillaume G. Kugener

General Surgery

41 Burlington Mall Road
Burlington, MA 01805

Last Updated: 09/26/2026

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Found 35 publications

In Reply: Deep Neural Networks Can Accurately Detect Blood Loss and Hemorrhage Control Task Success from Video.

In Reply: Deep Neural Networks Can Accurately Detect Blood Loss and Hemorrhage Control Task Success from Video.

Journal: Neurosurgery

Published: May 05, 2023

Simulated outcomes for durotomy repair in minimally invasive spine surgery.

Simulated outcomes for durotomy repair in minimally invasive spine surgery.

Journal: Scientific data

Published: March 28, 2023

Pilot Analysis of Surgeon Instrument Utilization Signatures Based on Shannon Entropy and Deep Learning for Surgeon Performance Assessment in a Cadaveric Carotid Artery Injury Control Simulation.

Pilot Analysis of Surgeon Instrument Utilization Signatures Based on Shannon Entropy and Deep Learning for Surgeon Performance Assessment in a Cadaveric Carotid Artery Injury Control Simulation.

Journal: Operative neurosurgery (Hagerstown, Md.)

Published: March 28, 2023

Utility of the Simulated Outcomes Following Carotid Artery Laceration Video Data Set for Machine Learning Applications.

Utility of the Simulated Outcomes Following Carotid Artery Laceration Video Data Set for Machine Learning Applications.

Journal: JAMA network open

Published: March 21, 2022

Expert surgeons and deep learning models can predict the outcome of surgical hemorrhage from 1 min of video.

Expert surgeons and deep learning models can predict the outcome of surgical hemorrhage from 1 min of video.

Journal: Scientific reports

Published: December 22, 2021

A distinct core regulatory module enforces oncogene expression in KMT2A-rearranged leukemia.

A distinct core regulatory module enforces oncogene expression in KMT2A-rearranged leukemia.

Journal: Genes & development

Published: December 08, 2021

Transcriptional Plasticity Drives Leukemia Immune Escape.

Transcriptional Plasticity Drives Leukemia Immune Escape.

Journal: Blood cancer discovery

Published: November 10, 2021

BAF Complex Maintains Glioma Stem Cells in Pediatric H3K27M Glioma.

BAF Complex Maintains Glioma Stem Cells in Pediatric H3K27M Glioma.

Journal: Cancer discovery

Published: November 08, 2021

Code-free machine learning for object detection in surgical video: a benchmarking, feasibility, and cost study.

Code-free machine learning for object detection in surgical video: a benchmarking, feasibility, and cost study.

Journal: Neurosurgical focus

Published: October 29, 2021

Robotic and robot-assisted skull base neurosurgery: systematic review of current applications and future directions.

Robotic and robot-assisted skull base neurosurgery: systematic review of current applications and future directions.

Journal: Neurosurgical focus

Published: August 24, 2021

Validation of Machine Learning-Based Automated Surgical Instrument Annotation Using Publicly Available Intraoperative Video.

Validation of Machine Learning-Based Automated Surgical Instrument Annotation Using Publicly Available Intraoperative Video.

Journal: Operative neurosurgery (Hagerstown, Md.)

Published: August 12, 2021

Synthetic Lethal Interaction between the ESCRT Paralog Enzymes VPS4A and VPS4B in Cancers Harboring Loss of Chromosome 18q or 16q.

Synthetic Lethal Interaction between the ESCRT Paralog Enzymes VPS4A and VPS4B in Cancers Harboring Loss of Chromosome 18q or 16q.

Journal: Cell reports

Published: July 14, 2021

Showing 1-12 of 35

Last Updated: 09/26/2026