List of works - Germain Forestier

Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks

scientific article published on 30 July 2019

Automatic matching of surgeries to predict surgeons' next actions

scientific article published on 23 March 2017

Automatic phase prediction from low-level surgical activities.

scientific article published on 23 April 2015

Crowdsourcing of Histological Image Labeling and Object Delineation by Medical Students

scientific article published on 26 November 2018

Detection of lobular structures in normal breast tissue

scientific article

Distinguishing surgical behavior by sequential pattern discovery

scientific article published on 4 February 2017

End-to-end deep representation learning for time series clustering: a comparative study

scientific article published in 2021

Evaluation of contactless human-machine interface for robotic surgical training.

scientific article published on 15 September 2017

Finding discriminative and interpretable patterns in sequences of surgical activities.

scientific article published on 21 September 2017

Graph-based description of tertiary lymphoid organs at single-cell level

scientific article published on 21 February 2020

Image analysis of immune cell patterns in the human mammary gland during the menstrual cycle refines lymphocytic lobulitis

scientific article published on 25 April 2017

In-silico insights on the prognostic potential of immune cell infiltration patterns in the breast lobular epithelium.

scientific article published on 23 September 2016

Non-linear temporal scaling of surgical processes

scientific article published on 4 November 2014

OntoVIP: an ontology for the annotation of object models used for medical image simulation

scientific article published on 16 July 2014

Sequential surgical signatures in micro-suturing task

scientific article published on 11 May 2018

Surgical data science for next-generation interventions

scientific article published on 01 September 2017

Surgical motion analysis using discriminative interpretable patterns

scientific article published on 30 August 2018

Surgical skills: Can learning curves be computed from recordings of surgical activities?

scientific article published on 3 March 2018

Toward a standard ontology of surgical process models

scientific article published on 13 July 2018

Unsupervised Trajectory Segmentation for Surgical Gesture Recognition in Robotic Training

scientific article published on 26 October 2015

List of works by Germain Forestier