Maxence

Maxence (make-sense)

PhD student in Surgical AI

King's College London

Hey there ! 👋

I’m a PhD student in Artificial Intelligence at King’s College London in the Surgical & Interventional Engineering group. My research interests include video understanding, surgical planning, and surgical robotics. I am also part of the CAI4CAI team, which develops Contextual Artificial Intelligence for Computer Assisted Interventions.

Interests
  • Artificial Intelligence
  • Computer Vision
  • Robotics
Education

  • PhD in Artificial Intelligence, 2021-2025

    King's College London, UK

  • MSc in Machine Learning, Computer Vision, and Robotics, 2019-2020

    University of Surrey, UK

  • MSc in Surgical Data Science, 2017-2019

    NOVA University of Lisbon, PT

  • BSc in Business Administration and Economics, 2017

    ICHEC Brussels Management School, BEL

Latest News

  • [Mar’ 2023] New research paper “SuPRA” uploaded to arXiv.
  • [Oct’ 2022] Attended the ORSI Academy event in Melle, Belgium from December 14-15, 2023.
  • [Nov’ 2022] Our Team won the 1st place at the 2022 MICCAI ATLAS Challenge for the MAPPING model.
  • [Jan’ 2022] New research paper “LoViT” accepted at MICCAI'23.
  • [Jul’ 2022] Attended the IRCAD Surgical Data Science event in Strasbourg, France from July 21-28, 2022.

Recent Publications

Quickly discover relevant content by filtering publications.
Maxence Boels, Yang Liu, Prokar Dasgupta, Alejandro Granados, Sebastien Ourselin (2024). SuPRA: Surgical Phase Recognition and Anticipation for Intra-Operative Planning. arXiv.

PDF Cite Code

Dimitrios Psychogyios, Emanuele Colleoni, Beatrice Van Amsterdam, Chih-Yang Li, Et Al. (2024). SAR-RARP50: Segmentation of surgical instrumentation and Action Recognition on Robot-Assisted Radical Prostatectomy Challenge. arXiv.

Cite URL

Yang Liu, Maxence Boels, Luis C. Garcia-Peraza-Herrera, Tom Vercauteren, Prokar Dasgupta, Alejandro Granados, Sebastien Ourselin (2023). LoViT: Long Video Transformer for Surgical Phase Recognition. arXiv.

PDF Cite Code

Jiayu Huo, Liyun Chen, Yang Liu, Maxence Boels, Alejandro Granados, Sebastien Ourselin, Rachel Sparks (2022). MAPPING: Model Average with Post-processing for Stroke Lesion Segmentation. arXiv.

PDF Cite Dataset

Incomplete Ideas

Experience

 
 
 
 
 
Doctoral Researcher
King’s College London
June 2021 – Present London
 
 
 
 
 
Deep Learning Engineer
Radiomics
October 2020 – May 2021 Brussels
 
 
 
 
 
Data Scientist Intern
Deloitte
September 2018 – March 2019 Paris
 
 
 
 
 
Data Scientist Intern
Air Brussels
June 2016 – September 2016 Brussels

Teaching

Skills

Technical
Python - PyTorch
Robotics
ML / CV
Hobbies
Canoeing
Kite-Surfing
3D Design