STAGE Intern - Machine Learning in Healthcare

Date de mise à jour de l’offre


At Moon Surgical SAS, we are challenging the status quo of surgical robotics. With leaps forward in hardware, software, data and design, we are building a platform like nothing ever done before. It is a platform that gives surgeons complete control of the operating room while enhancing their abilities in each procedure.

Description de la mission

Your Core Responsibilities

You will design and implement image recognition algorithms using machine learning and deep learning frameworks. You will also be responsible of organizing and maintaining large training, validation and test datasets.

Your Day-to-day Activities

Data organization on laparoscopic procedures :
- Annotate videos of surgical procedures to extract visual and semantic information
- Organize data in order to create training, validation and test datasets
- Create, maintain and document workflow for data annotation

Deep Learning/Robotics
- Develop novel computer vision algorithms using CNN’s (Convolutional Neural Networks) to address challenges of robotic assisted laparoscopic surgery
- Interface DL/CV algorithms with the robotic platform under development at Moon Surgical
- Document performances on the different CNNs and propose improvements to data annotations and CNN models

Profil recherché

- Engineering degree or Graduate student in computer science (AI, medical imaging)
- Looking for a 6 month internship
- Deep interest in machine learning algorithms and methodologies
- Deep interest in medical and/or robotic applications

Niveau de qualification requis

Bac + 4/5 et +
  • Employeur
  • Secteur d’activité de la structure
    Emploi - Economie - Innovation - Numérique
  • Effectif de la structure
    De 0 à 10 salariés
  • Site internet de la structure
  • Type de stage ou contrat
    Stage pour lycéens et étudiants en formation initiale
  • Date prévisionnelle de démarrage
  • Durée du stage ou contrat
    Plus de 4 mois et jusqu'à 6 mois
  • Le stage est-il rémunéré ?
  • Niveau de qualification requis

    Bac + 4/5 et +
  • Lieu du stage
    Multiburo Paris Opéra
    13 Rue Taitbout
  • Accès et transports
    Métro 3,7,8,9